Product Hunt \u6bcf\u65e5\u70ed\u699c 2025-12-18<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2025-12-18<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GIH5A4WVG2LV6Z\" class=\"app-title\">TimeTuna<\/a><\/p>\n<div class=\"one-liner\">If Calendly had gorgeous video backgrounds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">311<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>TimeTuna\u662f\u4e00\u6b3e\u4ee5\u6781\u81f4\u89c6\u89c9\u8bbe\u8ba1\u4e3a\u6838\u5fc3\u7ade\u4e89\u529b\u7684\u667a\u80fd\u65e5\u7a0b\u5b89\u6392\u5de5\u5177\uff0c\u901a\u8fc7\u63d0\u4f9b\u7cbe\u7f8e\u7684\u89c6\u9891\u80cc\u666f\u548c\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684\u9884\u7ea6\u9875\u9762\uff0c\u5728\u7528\u6237\u9700\u8981\u5efa\u7acb\u4e13\u4e1a\u4e14\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u7b2c\u4e00\u5370\u8c61\uff08\u5982\u9500\u552e\u3001\u54a8\u8be2\u3001\u62db\u8058\u7b49\uff09\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u65e5\u7a0b\u5de5\u5177\u529f\u80fd\u6027\u5f3a\u4f46\u8bbe\u8ba1\u5446\u677f\u3001\u7f3a\u4e4f\u54c1\u724c\u4e2a\u6027\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c066ef2b-0743-4414-b7d0-f788dbff720f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6837365a-3d26-4c7a-ab79-99e7ef923c3f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f563208c-46e4-4b0d-88b8-c92cf9fbb039.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1dabf24-e6a2-431d-8b35-8df50042b39b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/202aeaba-da46-4eee-be20-51ffa554e6c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb8f0181-24f7-4144-a28d-412be33bfe0e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f9f7201-bd3e-462d-9f57-0c3cc4d944bc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b47bcf1d-0bec-433e-9834-4529357460ef.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/zjDWE-6nu4o\"><source src=\"https:\/\/youtu.be\/zjDWE-6nu4o\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Calendar<\/span><br \/>\n <span class=\"tag\">Photo & Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e5\u7a0b\u5b89\u6392\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u9884\u7ea6\u8c03\u5ea6<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">Calendly\u66ff\u4ee3\u54c1<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u80cc\u666f<\/span><br \/>\n <span class=\"tag\">\u65e5\u5386\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u76db\u8d5e\u5176\u8bbe\u8ba1\u7cbe\u7f8e\u3001\u4f53\u9a8c\u72ec\u7279\u3002\u6709\u6548\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u9700\u660e\u786e\u4ea7\u54c1\u5b9a\u4f4d\uff081\u5bf91\u8fd8\u662f\u901a\u7528\u9884\u7ea6\uff09\uff1b\u4f01\u4e1a\u7ea7\u5e02\u573a\u62d3\u5c55\u7b56\u7565\u4e0e\u96c6\u6210\u80fd\u529b\u5b58\u7591\uff1b\u52a0\u8f7d\u72b6\u6001\u4f18\u5316\u4ee5\u63d0\u5347\u5f31\u7f51\u4f53\u9a8c\uff1b\u5173\u6ce8\u89c6\u9891\u80cc\u666f\u5728\u79fb\u52a8\u7aef\u7684\u6027\u80fd\u6d88\u8017\u3002\u521b\u59cb\u4eba\u4e92\u52a8\u79ef\u6781\uff0c\u53cd\u9988\u54cd\u5e94\u8fc5\u901f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n TimeTuna\u7684\u7a81\u56f4\u7b56\u7565\u6e05\u6670\u4e14\u806a\u660e\uff1a\u5728\u529f\u80fd\u9ad8\u5ea6\u540c\u8d28\u5316\u7684\u65e5\u7a0b\u5de5\u5177\u7ea2\u6d77\u4e2d\uff0c\u653e\u5f03\u4e0eCalendly\u7b49\u5de8\u5934\u5728\u529f\u80fd\u6df1\u5ea6\u548c\u96c6\u6210\u751f\u6001\u4e0a\u6b63\u9762\u786c\u521a\uff0c\u8f6c\u800c\u62bc\u6ce8\u201c\u8bbe\u8ba1\u5373\u529f\u80fd\u201d\u7684\u5782\u76f4\u8d5b\u9053\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u9769\u65b0\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u4e2d\u4e86\u201c\u9884\u7ea6\u9875\u9762\u5373\u4e2a\u4eba\/\u54c1\u724c\u95e8\u9762\u201d\u8fd9\u4e00\u88ab\u4e3b\u6d41\u5de5\u5177\u957f\u671f\u5ffd\u89c6\u7684\u60c5\u611f\u5316\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u9884\u7ea6\u4ece\u540e\u53f0\u7ba1\u7406\u6d41\u7a0b\uff0c\u524d\u7f6e\u4e3a\u54c1\u724c\u4f53\u9a8c\u7684\u4e00\u90e8\u5206\uff0c\u5c24\u5176\u5bf9\u8bbe\u8ba1\u5e08\u3001\u987e\u95ee\u3001VC\u7b49\u6ce8\u91cd\u5f62\u8c61\u4e0e\u611f\u77e5\u7684\u4e13\u4e1a\u4eba\u58eb\u6781\u5177\u5438\u5f15\u529b\u3002\u7136\u800c\uff0c\u5176\u201c\u7f8e\u4e3d\u9677\u9631\u201d\u4ea6\u663e\u800c\u6613\u89c1\uff1a\u9996\u5148\uff0c\u91cd\u5ea6\u4f9d\u8d56\u89c6\u89c9\u5dee\u5f02\u5316\uff0c\u58c1\u5792\u76f8\u5bf9\u8106\u5f31\uff0c\u6613\u88ab\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4f01\u4e1a\u96c6\u6210\u4e0eAPI\u7684\u8d28\u7591\u76f4\u6307\u5176\u589e\u957f\u5929\u82b1\u677f\u2014\u2014\u7f8e\u89c2\u96be\u4ee5\u6210\u4e3a\u4e2d\u5927\u578b\u4f01\u4e1a\u66ff\u6362\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u51b3\u7b56\u70b9\u3002\u521b\u59cb\u4eba\u5766\u8a00\u5148\u670d\u52a1\u5c0f\u4f17\u4e13\u4e1a\u516c\u53f8\u7684\u7b56\u7565\u662f\u52a1\u5b9e\u7684\uff0c\u4f46\u4e5f\u627f\u8ba4\u4e86\u5176\u5f53\u524d\u5de5\u5177\u5c5e\u6027\u5927\u4e8e\u5e73\u53f0\u5c5e\u6027\u7684\u73b0\u72b6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u201cBookva.ai\u201d\u5230\u201cTimeTuna.com\u201d\u7684 rebranding \u8da3\u4e8b\uff0c\u53cd\u800c\u66b4\u9732\u4e86\u5176\u5728\u54c1\u724c\u5b9a\u4f4d\u4e0a\u7684\u6301\u7eed\u6478\u7d22\u3002\u4ea7\u54c1\u5728\u4f53\u9a8c\u7ec6\u8282\uff08\u5982\u9ed8\u8ba4\u5c55\u793a\u5468\u89c6\u56fe\uff09\u4e0a\u786e\u6709\u5de7\u601d\uff0c\u4f46\u82e5\u957f\u671f\u505c\u7559\u5728\u201c\u66f4\u6f02\u4eae\u7684Calendly\u201d\u5c42\u9762\uff0c\u5176\u4ef7\u503c\u5929\u82b1\u677f\u5c06\u5f88\u5feb\u89e6\u9876\u3002\u4e0b\u4e00\u6b65\u7684\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u201c\u8bbe\u8ba1\u9a71\u52a8\u201d\u7684\u54f2\u5b66\u6df1\u5ea6\u878d\u5165\u591a\u5bf9\u591a\u4f1a\u8bae\u3001\u56e2\u961f\u534f\u4f5c\u7b49\u66f4\u590d\u6742\u7684\u573a\u666f\uff0c\u5e76\u6784\u5efa\u8d77\u4ee5\u8bbe\u8ba1\u4e3a\u6838\u5fc3\u7684\u5de5\u4f5c\u6d41\u58c1\u5792\uff0c\u800c\u975e\u4ec5\u4ec5\u662f\u4e00\u5c42\u6f02\u4eae\u7684\u201c\u76ae\u80a4\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">TimeTuna<\/span>\n <\/div>\n<div class=\"comment-content\">Since the last launch we have: – Rebranded into TimeTuna.com (previously Bookva.ai) – Made video backgrounds available even on free plans – Added more customisation, such as custom logos – Added Microsoft Outlook support (including corporate accounts) – Added a support for read-only calendar sync – Added custom fields (e.g. phone number, Linkedin, meeting purpose) – Rebranded the landing page<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi ProductHunt!<\/p>\n<p>There is no shortage of scheduling tools: <a href=\"https:\/\/www.producthunt.com\/products\/calendly\" target=\"_blank\" rel=\"noopener\">@Calendly<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/cal\" target=\"_blank\" rel=\"noopener\">@Cal.com<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/tidycal\" target=\"_blank\" rel=\"noopener\">@TidyCal<\/a> , etc. They are great and functional. I had a dream of creating a scheduling page, seeing which people would say: “<strong>Wow! This is really beautiful, I want one for me!<\/strong>“. This is where TimeTuna is if <a href=\"https:\/\/www.producthunt.com\/products\/calendly\" target=\"_blank\" rel=\"noopener\">@Calendly<\/a> was as beautiful as <a href=\"https:\/\/www.producthunt.com\/products\/wetransfer\" target=\"_blank\" rel=\"noopener\">@WeTransfer<\/a> . People say that now about <a href=\"https:\/\/www.producthunt.com\/products\/bookva-ai\" target=\"_blank\" rel=\"noopener\">@TimeTuna.com<\/a> . I am glad.<\/p>\n<p><strong>You get for free:<\/strong><br \/>– One of the most beautiful scheduling pages out there<br \/>– Custom photo \/ video backgrounds<br \/>– Sync with all calendars you have write access to (Google Calendar and Microsoft Outlook)<br \/>– Automatically added Google Meet or Microsoft Teams link depending on the host calendar<br \/>– Email confirmations and 1 day reminders<\/p>\n<p><strong>For 10 EUR \/ month or 60 EUR \/ year:<\/strong><br \/>– Removing TimeTuna branding and adding a custom logo<br \/>– Customisation of the fields to fill before the booking <br \/>– Customisation of confirmation messages<br \/>– Sync with read-only calendars<\/p>\n<p>See the roadmap on the website for the rest: <a href=\"https:\/\/timetuna.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/timetuna.com<\/a><\/p>\n<p>Peace. Love. Gorgeous scheduling.<\/p>\n<p>– Pavel<\/p>\n<p>P.S. <a href=\"https:\/\/Bookva.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Bookva.ai<\/a> has rebranded into <a href=\"https:\/\/TimeTuna.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">TimeTuna.com<\/a>. Why? Many people thought Bookva is a poor name for a scheduling service, one person said it sounds like a middle-eastern dish (“<em>one kebab for me and one bookva for my friend, not spicy please<\/em>“). The catch? Many people believe TimeTuna is a poor name too. Don’t ask <a href=\"https:\/\/www.producthunt.com\/@pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> for a naming advice.<\/p>\n<p><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>25<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> You really nailed the idea that scheduling pages are often someone\u2019s <em>first impression<\/em>. The design-first approach makes this feel less like admin work and more like an extension of personal brand. Excited to see how you evolve this beyond 1-1 meetings.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing! Great design and execution!<\/p>\n<p>Does this work for booking an appointments in general?<\/p>\n<p>Or is this geared towards one-on-one meetings?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> thank you!<br \/>The primary focus is 1-1. <br \/>Some people use it for more than 1-1, such as they book a meeting room, rather than a person. <br \/>We aim to expand from 1-1, to multiple host meetings, and still learning how to make group meetings better. There are a lot of tools for group scheduling, but people are still unhappy about them, so I am happy to find a better solution. If you have ideas – please book time with me to discuss it together: <a href=\"https:\/\/timetuna.com\/pavel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/timetuna.com\/pavel<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love it. Very thoughtfully crafted product! <a href=\"https:\/\/www.producthunt.com\/@pavelk2\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> <a href=\"https:\/\/www.producthunt.com\/@yannick_veys\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"yannick_veys\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yannick_veys<\/a> <a href=\"https:\/\/www.producthunt.com\/@katya_rassadina\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"katya_rassadina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@katya_rassadina<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you very much, <a href=\"https:\/\/www.producthunt.com\/@neelptl2602\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neelptl2602<\/a> !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Great to hear <a href=\"https:\/\/www.producthunt.com\/@neelptl2602\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neelptl2602<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/bookva-ai\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"bookva-ai\" target=\"_blank\" rel=\"noopener\">@TimeTuna.com<\/a> Love the emphasis on aesthetics and design. scheduling shouldn’t be boring! One question for growth: what’s your strategy to get enterprises to switch from Calendly when integrations and API access are so critical for them? Also curious about your pricing model compared to the incumbents<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> <br \/>Hey Raju,<\/p>\n<p>Thanks for your curiosity. <br \/>Rather than focusing immediately on big corporations, we decided to go after smaller niche companies (e.g. casting agencies, VC funds) who do a lot of scheduling, and currently we aim to be the best solution for them. When we achieve that we will start thinking how to go after big companies (especially recruitment and sales), but this is not a priority for now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great accompaniment for apple’s glass effect. \ud83d\udc4d\ud83c\udffb<br \/>I think it’s a great trend to be design-focused. Was it hard to develop the scheduling engine? These guys like Calendly, Calcom, etc, have huge teams to make it. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey Pavel, <a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> !<\/p>\n<p>Thanks for reaching out! The fun fact about the glass effect is that it is not inspired by apple’s glass. I did some prototypes with Lovable in the end of May with that effect, and in the beginning of June Apple released its glass-design style \ud83d\ude42 I find it a cute coincidence. <\/p>\n<p>I would say the scheduling engine was not hard to implement. The functionality is relatively basic, as most of the things are done by Google Calendar. I had some challenges processing various time-zones, working with multiple calendars, and especially making it work with Microsoft Outlook Calendar in the same codebase. Otherwise I would say the back-end is relatively straightforward!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been using this for a few months and really like it. Pavel promptly responded when I ran into issues early on. His UI\/UX is better, I really like is that people who want to book time see week days and available daily time slots on the initial display. Most others start with a monthly calendar which adds an unnecessary click. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jayhemmady\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jayhemmady<\/a> thank you so much, Jay!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love what you’re doing <a href=\"https:\/\/www.producthunt.com\/@pavelk2\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> . Such a stylish, light design. The big players definitely lack this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you, <a href=\"https:\/\/www.producthunt.com\/@sergey_vysotsky\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sergey_vysotsky<\/a> for the continuous support! I learnt a lot from you and Artem \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It looks great! I noticed there\u2019s a missing loading state while available slots are being fetched. On slower networks, all dates appear unavailable during this time, which could make users think there are no available slots and leave. Adding a skeleton or a small loader would help indicate that the data is still loading.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@julien_rioux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_rioux<\/a> thanks for the feedback! I have implemented your recommendation. Should be in production in 3 minutes.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c25e95bd-f198-419f-a3b0-2d7a5f8a16a6.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>That WeTransfer feel is spot on. My clients care about the invite looking good, not just the link. How heavy are those video backgrounds on mobile\/slow wifi? Outlook support is clutch. Name made me grin. Will try it on my next kickoff.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> <br \/>Hey Alex, thanks for the feedback!<br \/>If you use videos from Pixabay, and you expect people opening your pages with a slow connection – then you can choose there links for videos with smaller resolution. After some time we probably can make it dynamic that depending on the screen size a differen video size would load. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fdf4a420-5e95-46c6-b73d-198a72e6ebaf.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks really so beautiful \ud83d\ude0d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@oezguercelebi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oezguercelebi<\/a> Thank you so much! It means a lot! That was our intention to build a trully gorgeous scheduling service!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Lets goooooooo!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, TimeTuna looks amazing! The video backgrounds are such a cool touch. How does the read-only calendar sync work with preventing double bookings if Im manually adding events elsewhere?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool stuff! Good luck on your launch today! I’m following close behind on #11 with <a href=\"https:\/\/www.producthunt.com\/products\/voice-mate-ai-powered\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"voice-mate-ai-powered\" target=\"_blank\" rel=\"noopener\">@Voice Mate – AI powered Voicemail<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EEZ3ASV54TYF6M\" class=\"app-title\">Monocle 3.0 for macOS<\/a><\/p>\n<div class=\"one-liner\">Noise-cancelling for your \uf8ff screen now with cursor shake<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">296<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Monocle \u662f\u4e00\u6b3e\u901a\u8fc7\u6643\u52a8\u9f20\u6807\u5373\u53ef\u4e00\u952e\u6a21\u7cca\u975e\u6d3b\u52a8\u7a97\u53e3\u7684macOS\u5e94\u7528\uff0c\u5728\u4fe1\u606f\u8fc7\u8f7d\u3001\u5c4f\u5e55\u5e72\u6270\u7684\u5de5\u4f5c\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u89c6\u89c9\u964d\u566a\uff0c\u5feb\u901f\u627e\u56de\u4e13\u6ce8\u529b\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22fa8f93-84e5-4e21-a3c5-79c8300eb657.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/93da991a-1ade-4b7f-8293-b6830fc591fd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d8374dda-9bbe-41a2-ad1f-c9f76597ede0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c0ad89f-25b3-42ed-bffe-447fb9109ae6.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/125682a9-5875-4959-b52b-90befe866156.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=-PCnQ6FM2JY\"><source src=\"https:\/\/www.youtube.com\/watch?v=-PCnQ6FM2JY\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e13\u6ce8\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u964d\u566a<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u4e00\u6b21\u6027\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">\u539f\u751f\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u7a97\u53e3\u6a21\u7cca<\/span><br \/>\n <span class=\"tag\">\u5149\u6807\u624b\u52bf<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u79f0\u8d5e\u5176\u201c\u6447\u52a8\u5207\u6362\u201d\u4ea4\u4e92\u65b0\u9896\u795e\u5947\u3001\u754c\u9762\u8bbe\u8ba1\u539f\u751f\u7cbe\u7f8e\u3001\u6027\u80fd\u4f18\u5316\u663e\u8457\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u5e0c\u671b\u8c03\u8282\u5149\u6807\u6643\u52a8\u7075\u654f\u5ea6\u3001\u660e\u786e\u591a\u663e\u793a\u5668\u652f\u6301\u7ec6\u8282\u3001\u89e3\u51b3\u8bd5\u7528\u671f\u68c0\u6d4bBUG\u3001\u672a\u6765\u80fd\u4e0e\u7cfb\u7edf\u4e13\u6ce8\u6a21\u5f0f\u6df1\u5ea6\u96c6\u6210\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Monocle 3.0 \u7684\u53d9\u4e8b\u5de7\u5999\u5730\u5c06\u5176\u4ece\u201c\u7a97\u53e3\u8c03\u6697\u5de5\u5177\u201d\u5347\u7ef4\u81f3\u201c\u5c4f\u5e55\u964d\u566a\u8033\u673a\u201d\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6a21\u7cca\u6280\u672f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u521b\u9020\u4e86\u4e00\u79cd\u8fd1\u4e4e\u65e0\u611f\u7684\u201c\u4e13\u6ce8\u4eea\u5f0f\u611f\u201d\u3002\u6447\u52a8\u5149\u6807\u8fd9\u4e00\u4ea4\u4e92\uff0c\u5c06\u7528\u6237\u4e0b\u610f\u8bc6\u7684\u70e6\u8e81\u52a8\u4f5c\u8f6c\u5316\u4e3a\u5f00\u542f\u5fc3\u6d41\u7684\u5f00\u5173\uff0c\u8fd9\u79cd\u7269\u7406\u624b\u52bf\u5e26\u6765\u7684\u786e\u5b9a\u611f\uff0c\u662f\u952e\u76d8\u5feb\u6377\u952e\u65e0\u6cd5\u6bd4\u62df\u7684\u5fc3\u7406\u6697\u793a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f00\u53d1\u8005\u5ba3\u79f0\u201c\u96f6\u7f16\u7801\u7ecf\u9a8c\uff0c\u4ec5\u9760AI\u4e0e\u56fa\u6267\u201d\u6253\u9020\uff0c\u5e76\u4e09\u6b21\u63a8\u5012\u91cd\u6765\uff0c\u8fd9\u63ed\u793a\u4e86\u5f53\u524d\u72ec\u7acb\u5f00\u53d1\u7684\u65b0\u8303\u5f0f\uff1a\u6838\u5fc3\u58c1\u5792\u5e76\u975e\u5e95\u5c42\u4ee3\u7801\uff0c\u800c\u662f\u5bf9\u7528\u6237\u4f53\u9a8c\u7684\u6781\u81f4\u6d1e\u5bdf\u4e0e\u504f\u6267\u6253\u78e8\u3002\u5176\u7834\u89e3Apple\u672a\u516c\u5f00\u7684\u6a21\u7cca\u5f3a\u5ea6API\uff0c\u5e76\u5b9e\u73b0\u201c\u539f\u751f\u611f\u201d\uff0c\u6b63\u662f\u8fd9\u79cd\u504f\u6267\u7684\u4f53\u73b0\u2014\u2014\u5b83\u4e0d\u662f\u5728\u5bf9\u6297\u7cfb\u7edf\uff0c\u800c\u662f\u5728\u5f25\u5408\u7528\u6237\u5bf9\u7cfb\u7edf\u529f\u80fd\u7f3a\u5931\u7684\u671f\u5f85\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u957f\u671f\u4ef7\u503c\u9762\u4e34\u4e24\u91cd\u8003\u9a8c\uff1a\u4e00\u662f\u201c\u4e60\u60ef\u949d\u5316\u201d\uff0c\u5f53\u65b0\u5947\u611f\u892a\u53bb\uff0c\u6447\u52a8\u5149\u6807\u662f\u5426\u4f1a\u4ece\u9b54\u6cd5\u53d8\u4e3a\u7d2f\u8d58\uff1f\u4e8c\u662f\u7cfb\u7edf\u7ea7\u7ade\u4e89\uff0c\u82e5\u672a\u6765macOS\u539f\u751f\u96c6\u6210\u7c7b\u4f3c\u529f\u80fd\uff0c\u5176\u62a4\u57ce\u6cb3\u4f55\u5728\uff1f\u76ee\u524d\u770b\u6765\uff0c\u5176\u901a\u8fc7\u81ea\u52a8\u5316\u652f\u6301\u3001\u81ea\u5b9a\u4e49\u8272\u8c03\u7b49\u6784\u5efa\u7684\u4e2a\u6027\u5316\u751f\u6001\uff0c\u4ee5\u53ca\u201c\u4e00\u6b21\u6027\u4ed8\u8d39\u201d\u7684\u826f\u5fc3\u6a21\u5f0f\uff0c\u662f\u5728\u8bd5\u56fe\u6784\u5efa\u7528\u6237\u7c98\u6027\u4e0e\u53e3\u7891\u58c1\u5792\u3002\u5b83\u5356\u7684\u5e76\u975e\u4e00\u4e2a\u529f\u80fd\uff0c\u800c\u662f\u4e00\u79cd\u201c\u4e13\u6ce8\u7684\u72b6\u6001\u201d\uff0c\u4f46\u80fd\u5426\u4ece\u4f18\u96c5\u7684\u73a9\u5177\u6210\u957f\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u4ece\u201c\u89c6\u89c9\u7ba1\u7406\u201d\u66f4\u6df1\u5730\u5207\u5165\u201c\u8ba4\u77e5\u6d41\u7a0b\u7ba1\u7406\u201d\uff0c\u6210\u4e3a\u7528\u6237\u6570\u5b57\u73af\u5883\u7684\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Monocle 3.0 for macOS<\/span>\n <\/div>\n<div class=\"comment-content\">Every moment, something steals our focus until we can\u2019t remember what we sat down to do. But it doesn\u2019t have to be this way\u2026 \u2026just wiggle your mouse.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone! \ud83d\udc4b<\/p>\n<p>I’m Dominik, creator of Monocle, and I’m genuinely excited to share the biggest update since launch \u2014 version 3.0!<\/p>\n<p><strong>TLDR: I wanted Monocle 3.0 to feel like something that shipped with your \uf8ff Mac.<\/strong><\/p>\n<p>What is Monocle?<br \/>For those who don’t know Monocle: Think noise-canceling, but for your Mac screen. It’s a modern take on window dimming that elegantly blurs everything except your active window. It isn’t just about productivity \u2014 it’s about presence. Feeling calm while you work, write, browse, or think.<\/p>\n<p><strong>\u2026just wiggle your mouse.<\/strong><\/p>\n<p>Why 3.0 so soon?<br \/>I know this is unusual. Version 2.0 just launched here 2 months ago. Seems too early for another major update, right? But the changes I’ve made since then are so fundamental that calling this 2.X wouldn’t do it justice. This had to be 3.0 (free for existing users of course!)<\/p>\n<p>So what makes 3.0 special?<\/p>\n<p>\u2022 Whole New Design \u2014 Rebuilt from the ground up with a native macOS feel. Monocle now feels like something that shipped with your Mac.<\/p>\n<p>\u2022 Custom Blur Intensity \u2014 After almost a year of trying, I finally hacked Apple’s NSVisualEffectView to allow fully custom blur intensity (Yay!). Apple doesn’t expose this, so it took countless failed attempts.<\/p>\n<p>\u2022 Shake to Toggle \u2014 Just wiggle your cursor and Monocle turns on. Shake again and it turns off. Such a natural gesture that it genuinely feels like magic.<\/p>\n<p>\u2022 Massive Performance Optimizations \u2014 Your Mac will run cooler and your battery will last significantly longer.<\/p>\n<p>\u2022 Grayscale Mode & Custom Tints \u2014 Turn background windows black and white, or add subtle color tints. Choose from presets or match your system accent color.<\/p>\n<p>\u2022 Automation Support \u2014 Control Monocle via Shell, AppleScript, or Shortcuts using URL schemes.<\/p>\n<p>\u2022 Homebrew Support \u2014 Finally! Install with brew install –cask monocle-app<\/p>\n<p>\u2022 New App Icon \u2014 The letter ‘M’ merged with the Finder smile creates an abstract relaxed face.<\/p>\n<p>Give it a try: 7-day free trial, then one-time payment ($9 single seat \/ $20 for three seats). No subscriptions, ever.<\/p>\n<p>Wall of Love<br \/>I’ve been receiving dozens of beautiful emails from the users with appreciation and notes on how Monocle helps them focus. Here are my latest favorites:<\/p>\n<p><em>“Hi Dominik, I usually send feedback to just a handful of developers, and I must say that the 3.0 version is impressive. All details you have implemented recently is just fantastic. The Liquid Glass theme is also so nice and fluid, well done! Continue with the good work! I can\u2019t wait to see new features coming to your app. Regards, Felipe”<\/em><\/p>\n<p><em>“Hi Dominik, a fan here. Honestly Monocle 3.0 is probably the best designed third-party app on Mac platform I have seen in the past 5 years, if not ever. The blur effect is mind-blowing. Keep up the good work. Best, Que”<\/em><\/p>\n<p><em>“Hi Dominik, I’m probably just one of thousands of fans who you will never meet IRL but I’m grateful to you for doing so much amazing work on our behalf! Monocle is absolutely my favorite app; it has changed the way I work by calming my brain in ways I didn’t know I needed. I can’t wait to experience the new version. Thank you! Amy”<\/em><\/p>\n<p>Monocle was built with zero coding experience \u2014 just AI and a whole lot of stubbornness.<\/p>\n<p>I restarted the project three times before releasing v1.0. But each time, I understood it a little more deeply.<\/p>\n<p>A year of reviewing every line AI suggested, questioning every change. Slowly, it started to shape into something I love using every day.<\/p>\n<p><a href=\"https:\/\/x.com\/heyiamdk\/status\/1998669666051346936?s=20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/x.com\/heyiamdk\/status\/1998669666051346936?s=20<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc7446f3-da0b-435f-8091-1efec9cf0402.gif?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a> The \u201cnoise-cancelling for your screen\u201d framing really lands. Small detail, but the custom blur + grayscale combo feels incredibly thoughtful especially for long focus sessions. Congrats on 3.0, this is a standout Mac app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a> I love this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been loving Monocle and use it both a) focus\/zone in and b) screenshots\/demos. This new 3.0 version is <strong><em>WILD<\/em><\/strong> though. Literally felt like it came out of no way and it’s soooo good. It totally elevated Monocle’s experience. The shake to start is a really smart and seamless way to activate Monocle, though I wish I could adjust the sensitivity for it. <\/p>\n<p>My favorite thing though is how <a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a> created the setting’s panel, it’s so cleeeaann and a great inspiration for others building Mac Apps. <\/p>\n<p>Very well done and congrats on 3.0!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/919fe897-f261-40e3-9621-3d67bc5f2cdf.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabe<\/a> Thank you so much, Gabe!<\/p>\n<p>I’m so glad the settings panel UI\/UX resonated with you. I honestly had a lot of fun getting that native macOS feel just right!<\/p>\n<p>The shake gesture sensitivity fix is the very first item on my to-do list for the minor 3.0.1 version.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Monocle is brilliant! Love the simple shake-to-blur mechanic for instant focus. How does it handle multiple monitors – does the blur apply globally or per display?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool stuff <a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a>! I’ll definitely give Monocle a try!<\/p>\n<\/p>\n<p>ps best of luck on your launch today! Don’t get sloppy though, I’m rapidly closing in on the product hunt leaderboard at place #11 today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_van_doorn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_van_doorn<\/a> Haha thanks, Peter! Upvoted Voice Mate and hope you crack that top 10!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch!<\/p>\n<p>I remember trying a previous version of this and I was curious to try v3, but when I download the 7-day trial, it says the trial has expired (assuming it’s detecting some config file from the previous trial) \u2013 is there a way to reset the trial so I can test it again?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is just great! Thank you \ud83d\ude42 instant purchase<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you!<a href=\"https:\/\/www.producthunt.com\/@nikuscs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikuscs<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Apple should acquire you. <\/p>\n<p>Just fascinating experience. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> \ud83d\ude4f \ud83d\ude4f \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/monocle-clear-workspace-clear-mind\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"monocle-clear-workspace-clear-mind\" target=\"_blank\" rel=\"noopener\">@\u200bMonocle for macOS<\/a> This is genius for focus management. The cursor-shake activation is delightfully tactile. For adoption: are you seeing desktop setup creators use this? Also, how does this integrate with focus modes on macOS? Could be a perfect compliment to system-level focus settings.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> Glad to hear you like it! People have been sharing their setups on Threads, and Monocle’s been featured on Lifehacker, dozens of newsletters, and mentioned by YouTubers like Brandon Butch and MacVince.<\/p>\n<p>Re: focus modes – I actually tried implementing auto-toggle when system focus modes turn on, but the implementation felt clunky and wasn’t reliable enough to ship. It’s still in my backlog though, definitely planning to revisit it when I can get it right.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Noise-cancelling for the screen makes sense. Shake to focus is weirdly perfect. My brain drifts to Slack every 5 mins, so this might help. Curious about multi-monitor + screen share, and battery hit. If it feels native, that\u2019s the win. Kinda like Stage Manager without the rules.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Multi-display is fully supported. A lot of people mentioned they use it for video calls when screensharing to hide their cluttered desktop. One YouTuber told me he makes software tutorials and Monocle is a game-changer for him because it lets his viewers focus on the right window without any video editing, which saves him tons of time. As for battery and performance – v3.0 had some major optimizations and it’s waaay more efficient now. Still working on more improvements though, always looking for ways to make it lighter.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\u2728 This feels less like a utility and more like a <em>state of mind<\/em> \u2014 love the idea of dimming the world with a simple cursor shake.<br \/>Curious what led you to choose this interaction over a keyboard shortcut, and how you\u2019ve seen it change users\u2019 focus or \u201cpresence\u201d over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pany_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pany_ai<\/a> Thanks! The shake gesture comes from what I imagine many people do when they’re frustrated or irritated while working on a computer – they shake their mouse!<\/p>\n<p>Felt like the perfect trigger for ‘I need a break from all of this.’<br \/>(You can still toggle it with a keyboard shortcut or the menu bar icon too)<\/p>\n<p>As for focus, it’s less about being constantly dimmed and more about having that quick reset button when things get cluttered. Helps you stay present instead of drowning in tabs and windows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Beautifully clean, well done! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@miserilev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miserilev<\/a> \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very tasteful app for folks with big screens! \ud83d\ude80<\/p>\n<p>Congratulations on your launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you! <a href=\"https:\/\/www.producthunt.com\/@avloss\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Love this \ud83d\ude4c<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dmitriychuta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitriychuta<\/a> I appreciate you being here from the very first clunky v1.0 Dmytro!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LSRJB7RJUNM2WM\" class=\"app-title\">Netlify AI Gateway<\/a><\/p>\n<div class=\"one-liner\">Use AI models without managing keys or billing<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">239<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Netlify AI Gateway \u662f\u4e00\u4e2aAI\u6a21\u578b\u7f51\u5173\uff0c\u5728\u5f00\u53d1\u8005\u8fdb\u884c\u201c\u5fc3\u6d41\u7f16\u7801\u201d\u65f6\uff0c\u514d\u53bb\u7ba1\u7406\u591a\u5e73\u53f0API\u5bc6\u94a5\u3001\u8d26\u6237\u548c\u8ba1\u8d39\u7684\u7e41\u7410\u6d41\u7a0b\uff0c\u8ba9\u96c6\u6210OpenAI\u3001Anthropic\u548cGoogle Gemini\u7b49\u4e3b\u6d41\u6a21\u578b\u53d8\u5f97\u5feb\u901f\u65e0\u7f1d\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/46402aed-fbde-4f7d-bd0e-2360d00dd6bc.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67ca6315-9228-4fc5-a23d-eec858895283.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/17fabaf2-dd68-4ec7-b7b2-6fabb413b807.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/fade0e9b-faff-458a-b84f-113bbb862cb8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8&t=8s\"><source src=\"https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8&t=8s\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6a21\u578b\u7f51\u5173<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u65e0\u670d\u52a1\u5668\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">API\u5bc6\u94a5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u578b\u5207\u6362<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u52a0\u901f<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea<\/span><br \/>\n <span class=\"tag\">\u8ba1\u8d39\u805a\u5408<\/span><br \/>\n <span class=\"tag\">Netlify\u751f\u6001<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u5316\u5f00\u53d1\u6d41\u7a0b\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u4fdd\u6301\u201c\u7f16\u7801\u5fc3\u6d41\u201d\u662f\u5173\u952e\u6d1e\u5bdf\u3002\u5177\u4f53\u53cd\u9988\u96c6\u4e2d\u4e8e\uff1a\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\uff08\u5982\u5bc6\u94a5\u8f6e\u6362\u673a\u5236\u3001\u662f\u5426\u589e\u52a0\u5ef6\u8fdf\uff09\u3001\u4f7f\u7528\u6210\u672c\uff08\u514d\u8d39\u989d\u5ea6\u3001\u901f\u7387\u9650\u5236\uff09\u548c\u65e5\u5fd7\u76d1\u63a7\u3002\u6709\u7528\u6237\u5efa\u8bae\u672a\u6765\u589e\u52a0\u9632\u5783\u573e\/\u8bf7\u6c42\u8fc7\u6ee4\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Netlify AI Gateway \u770b\u4f3c\u662f\u4e00\u4e2a\u4fbf\u5229\u5de5\u5177\uff0c\u5b9e\u5219\u662f\u4e91\u5e73\u53f0\u5728AI\u65f6\u4ee3\u4e89\u593a\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u201c\u5165\u53e3\u201d\u7684\u6218\u7565\u6027\u68cb\u5b50\u3002\u5176\u5ba3\u79f0\u7684\u201c\u65e0\u9700\u7ba1\u7406\u5bc6\u94a5\u4e0e\u8ba1\u8d39\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u5206\u6563\u7684AI\u6a21\u578b\u4f9b\u5e94\u5546\u62bd\u8c61\u5316\u3001\u6807\u51c6\u5316\uff0c\u5e76\u901a\u8fc7\u81ea\u8eab\u5e73\u53f0\u8fdb\u884c\u805a\u5408\u4e0e\u518d\u5206\u53d1\u3002\u8fd9\u5e26\u6765\u7684\u771f\u6b63\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u63d0\u5347\u5f00\u53d1\u901f\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u5b83\u964d\u4f4e\u4e86AI\u5e94\u7528\u7684\u539f\u578b\u95e8\u69db\uff0c\u4f46\u66f4\u6df1\u5c42\u7684\u662f**\u9501\u5b9a\u4e86\u672a\u6765\u7684\u751f\u4ea7\u73af\u5883**\u3002\u5f00\u53d1\u8005\u4ece\u5b9e\u9a8c\u5230\u751f\u4ea7\u7684\u8fc7\u7a0b\u88ab\u65e0\u7f1d\u5f15\u5bfc\u81f3Netlify\u7684\u57fa\u7840\u8bbe\u65bd\u5185\uff0c\u5e73\u53f0\u901a\u8fc7\u5904\u7406\u51ed\u8bc1\u3001\u8ba1\u8d39\u548c\u8def\u7531\uff0c\u5efa\u7acb\u4e86\u5f3a\u5927\u7684\u7c98\u6027\u3002\u6240\u8c13\u7684\u201c\u65e0\u611f\u5207\u6362\u6a21\u578b\u201d\u529f\u80fd\uff0c\u65e2\u662f\u5356\u70b9\uff0c\u4e5f\u662f\u62a4\u57ce\u6cb3\uff0c\u5b83\u8ba9\u5f00\u53d1\u8005\u5bf9Netlify\u7684\u4e2d\u95f4\u5c42\u4ea7\u751f\u4f9d\u8d56\uff0c\u800c\u975e\u76f4\u63a5\u4e0e\u5e95\u5c42AI\u670d\u52a1\u5546\u5efa\u7acb\u7d27\u5bc6\u8054\u7cfb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5bc6\u94a5\u8f6e\u6362\u548c\u5ef6\u8fdf\u7684\u62c5\u5fe7\uff0c\u6070\u6070\u63ed\u793a\u4e86\u5e73\u53f0\u6240\u626e\u6f14\u7684\u201c\u4fe1\u4efb\u4e2d\u4ecb\u201d\u89d2\u8272\u3002Netlify\u7528\u77ed\u671f\u4ee4\u724c\u7b49\u6280\u672f\u624b\u6bb5\u63a5\u7ba1\u4e86\u5b89\u5168\u4e0e\u8fd0\u7ef4\u8d23\u4efb\uff0c\u8fd9\u65e2\u662f\u4fbf\u5229\uff0c\u4e5f\u610f\u5473\u7740\u63a7\u5236\u6743\u7684\u8ba9\u6e21\u3002\u5e73\u53f0\u501f\u6b64\u83b7\u5f97\u4e86\u5b9d\u8d35\u7684AI API\u8c03\u7528\u6570\u636e\u6d41\uff0c\u8fd9\u5bf9\u4e8e\u4f18\u5316\u81ea\u8eab\u7f51\u7edc\u3001\u7406\u89e3\u5f00\u53d1\u8005\u6a21\u578b\u4f7f\u7528\u504f\u597d\u4e43\u81f3\u672a\u6765\u8fdb\u884c\u7cbe\u51c6\u8d44\u6e90\u6253\u5305\u9500\u552e\uff0c\u90fd\u81f3\u5173\u91cd\u8981\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u98ce\u9669\u4e0e\u4ef7\u503c\u5e76\u5b58\u3002\u5bf9\u4e8e\u4e2d\u5927\u578b\u6216\u5df2\u6709\u6210\u719f\u67b6\u6784\u7684\u56e2\u961f\uff0c\u5f15\u5165\u4e00\u4e2a\u7f51\u5173\u5c42\u53ef\u80fd\u610f\u5473\u7740\u591a\u4e86\u4e00\u4e2a\u6f5c\u5728\u7684\u5355\u70b9\u6545\u969c\u548c\u8c03\u8bd5\u9ed1\u76d2\u3002\u5176\u4ef7\u503c\u5728\u8ffd\u6c42\u6781\u81f4\u5f00\u53d1\u901f\u5ea6\u7684\u521d\u521b\u56e2\u961f\u3001\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u6559\u80b2\u573a\u666f\u4e2d\u6700\u4e3a\u51f8\u663e\u3002Netlify\u6b64\u4e3e\u806a\u660e\u5730\u5c06\u81ea\u8eab\u4ece\u9759\u6001\u7ad9\u70b9\u6258\u7ba1\u5546\uff0c\u91cd\u5851\u4e3a\u201cAI\u539f\u751f\u5e94\u7528\u201d\u7684\u4e00\u7ad9\u5f0f\u6784\u5efa\u4e0e\u4ea4\u4ed8\u5e73\u53f0\uff0c\u662f\u5728\u6fc0\u70c8\u7684\u4e91\u7ade\u4e89\u4e2d\u4e00\u6b21\u7cbe\u51c6\u7684\u4fa7\u7ffc\u8fdb\u653b\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176\u7f51\u5173\u7684\u7a33\u5b9a\u6027\u3001\u900f\u660e\u5ea6\u4ee5\u53ca\u80fd\u5426\u6301\u7eed\u63d0\u4f9b\u6bd4\u76f4\u63a5\u5bf9\u63a5\u4f9b\u5e94\u5546\u66f4\u663e\u8457\u7684\u51c0\u6536\u76ca\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Netlify AI Gateway<\/span>\n <\/div>\n<div class=\"comment-content\">Netlify AI Gateway makes it easier to build AI features while you\u2019re vibe coding. Instead of pausing to create provider accounts, manage API keys, or set up billing, AI Gateway securely handles credentials and usage for you. You can call the latest models from OpenAI, Anthropic, and Google Gemini directly from your Netlify project. It\u2019s a faster path from experimenting with AI to something ready to run in production.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m on the Netlify team, we built AI Gateway after seeing how often you’re on a roll vibe coding and then account setup derails everything.<\/p>\n<p>When you\u2019re moving fast adding AI usually means stopping to create provider accounts, set up API keys, and think about billing earlier than you want to. That friction breaks momentum.<\/p>\n<p>AI Gateway removes that setup layer and makes ongoing management simple when you’re ready to scale. Credentials and usage are handled automatically and securely, so you can call models from OpenAI, Anthropic, or Google Gemini directly from your Netlify project and stay focused on the feature you\u2019re building.<\/p>\n<p>To make it easy to try, every account starts with 300 free credits, so you can experiment without upfront setup or cost.<\/p>\n<p>I\u2019d love to hear:<br \/>\n\t\u2022\tWhere does building with AI slow you down the most today?<br \/>\n\t\u2022\tWhat\u2019s the first AI feature you’ve tried to build?<\/p>\n<p>Happy to answer questions or go deeper on how this works.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>22<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gehrigkunz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gehrigkunz<\/a> netlify gateway sounds like a revolution! congrats on the launch <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gehrigkunz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gehrigkunz<\/a> The \u201cdon\u2019t break the vibe while coding\u201d insight is spot on. Handling credentials and usage in the background is exactly what keeps momentum alive when prototyping AI features. Curious to see how teams evolve from the free credits into production usage with this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We’ve needed this. I was working on something similar, now can sideline it. Good job!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> thanks! Let us know how it works for you, or if you run into any feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very interesting! \ud83d\ude80<\/p>\n<p>So, an “ANTHROPIC_API_KEY” is created specifically for your user and then shared with your app via env?<\/p>\n<p>How do you rotate those keys if you don’t have a dedicated UI to manage them?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hey! Netlify team member here! With AI Gateway, we provide opaque keys that work with AI Gateway directly. These are extremely short-lived keys. When requests are made, we validate and exchange them for proper inference keys. All of that to say, there’s no UI to manage these keys because we handle everything for you. We rotate the end result keys on our side over time. This means you create software using the provider SDK’s and we handle everything else.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Short-lived tokens for each provider are automatically generated on the fly and injected into your Netlify serverless functions and edge functions as needed. These are only valid for the lifetime of the function execution, have only the minimal permissions needed, are owned and managed by Netlify yet are fully attributable to your specific account and site for billing and usage purposes. Let me know if you have any other questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>been on Netlify for years for static stuff. AI Gateway sounds… actually useful tbh. no more juggling API keys\/envs across projects is nice. curious about added latency and what the rate limits + logs look like. might try it on a weekend toy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> There’s effectively no added latency, since the “gateway” is within Netlify’s edge network, right where your serverless or edge function is running.<\/p>\n<\/p>\n<p>Rate limits are documented here: <a href=\"https:\/\/docs.netlify.com\/build\/ai-gateway\/overview\/#rate-limits\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.netlify.com\/build\/ai-gateway\/overview\/#rate-limits<\/a>.<\/p>\n<p>AI usage monitoring is documented here: <a href=\"https:\/\/docs.netlify.com\/manage\/accounts-and-billing\/billing\/billing-for-credit-based-plans\/monitor-usage-for-credit-based-plans\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.netlify.com\/manage\/accounts-and-billing\/billing\/billing-for-credit-based-plans\/monitor-usage-for-credit-based-plans\/<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> love to hear it. Share with us your weekend toy when it’s ready \ud83d\ude42 [tag us on socials @netlify] <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Please do share your experience with us once you’ve tried it out! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<\/p>\n<p>I’m KP, head of Community at Netlify and today we’re so stoked to bring AI Gateway to this community.<\/p>\n<\/p>\n<p>Imagine you’re a builder with an idea and you’re vibe coding. You think “this needs an AI feature” – maybe smart suggestions, content generation, or image analysis.<\/p>\n<\/p>\n<p>But AI-powered apps need to call models. That means managing API keys, handling credentials, routing between providers. It’s operational overhead that slows down both initial development and ongoing iteration. You’re in flow, building something cool, and then… account setup. Key management. Billing configuration.<\/p>\n<p>Your momentum? Dead.<\/p>\n<\/p>\n<p>Well, thats where AI Gateway comes in handy.<\/p>\n<\/p>\n<p><strong>How it works:<\/strong><\/p>\n<p>One line of code gives you access to OpenAI, Anthropic, and Google Gemini. No provider accounts. No key juggling. No billing surprises upfront.<\/p>\n<\/p>\n<p>Switch between models by changing one parameter. Want to test Claude vs GPT-4 for your use case? Change the model name. We handle routing, credentials, and billing automatically.<\/p>\n<\/p>\n<p><strong>See it in action:<\/strong><\/p>\n<p>Our CEO Matt Biilmann vibe coded this demo app using Netlify Agent Runners \u2192 <a href=\"https:\/\/gpt-image-of-the-day.netlify.app\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/gpt-image-of-the-day.netlify.app\/<\/a> It generates a new AI image daily. The whole thing – AI integration included – was built in flow without stopping to set up provider accounts.<\/p>\n<\/p>\n<p>We also did a Community Drop livestream yesterday walking through the feature \u2192 <a href=\"https:\/\/x.com\/netlify\/status\/2001336595421561309\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/x.com\/netlify\/status\/2001336595421561309<\/a><\/p>\n<\/p>\n<p><strong>Try it yourself:<\/strong><\/p>\n<\/p>\n<p>Every account starts with <strong>300 free credits<\/strong>. Build your first AI feature without pulling out a credit card.<\/p>\n<p>I’m here all day with Gehrig and the team. Would love to hear from you. Drop your questions and thoughts below \ud83d\udc47<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a Netlify user since 2017, I’m super happy this is now live! This’ll enable anyone to build rich, AI-powered applications for internal and external use cases. Super excited to see what everyone builds \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hughbeme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hughbeme<\/a> Thanks for being a customer and now coming over to build the next chapter with us \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hughbeme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hughbeme<\/a> Wouldn’t be here without the Hugh Durkin’s of the world! We appreciate you Hugh<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The model switching part is underrated. Testing Claude vs GPT without refactoring is huge.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> Agreed! I’ve been taking Tanstack’s AI SDK for a spin with it and it’s been a perfect pairing when wanting to have multiple models at once! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> Couldn’t agree more! That had been the slowest part of building with AI for me up until this point. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Incredibly handy to have the most powerful models able to be integrated into your app all in one place and without leaving my Netlify workspace. <br \/>No more switching and swapping API keys and managing the set up. <\/p>\n<p>Attended the Netlify Community Drop session and was impressed just how fast KP and Dom showed the new features and demonstrated how to build an AI ready app in minutes! Eager to update my current workflows now and track everything with a single view and build my ideas even faster. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ashamplifies\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ashamplifies<\/a> Thank you for being part of our stream yesterday and asking great Qs. Means a lot.<\/p>\n<\/p>\n<p>If we ever do a vibe coding meetup in Leeds, you’re the man for it! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve recently faced a spam problem on my agency’s website: we were getting a 10-20 fake requests a day with time interval from valid emails but with random names, etc. It would a nice add-on for the AI Gateway in the future to actually prevent sending these requests. I have a Make automation to route these leads to Pipedrive\/Slack\/Sendgrid, and I would love to limit these requests even before they enter the webhook and trigger the automation. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> Thanks for sharing this improvement suggestion. I’ll pass it along to our product team. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey Pavel, nice use case; this video may be helpful\u2013Sean uses AI to summarize form fills, you could follow a similar pattern to grade quality and pass those that reach a set threshold to your downstream tools. With how cheap these models are getting that would be sweet to take that noise away. Hope that helps!<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Founders need to focus on their business and Netlify free them out from api management and billing control etc! Great product! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Thanks! Please share do share your experience with us once you’ve tried out AI Gateway.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Neat stuff, I’ll definitely give Monocle a try this weekend!<\/p>\n<\/p>\n<p>ps best of luck on your launch today! I’m rapidly closing with at place #11 today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HFDLXBT7FYAAT6\" class=\"app-title\">Shadow<\/a><\/p>\n<div class=\"one-liner\">AI that sees, listens, and understands every meeting<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">196<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Shadow\u662f\u4e00\u6b3e\u901a\u8fc7\u672c\u5730\u81ea\u52a8\u6355\u83b7\u4f1a\u8bae\u97f3\u9891\u4e0e\u5c4f\u5e55\u5185\u5bb9\uff0c\u5e76\u5229\u7528AI\u751f\u6210\u53ef\u6267\u884c\u4efb\u52a1\u7684\u5de5\u5177\uff0c\u5728\u8fdc\u7a0b\u534f\u4f5c\u4f1a\u8bae\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4f1a\u8baeAI\u4ec5\u8f6c\u5f55\u8bed\u97f3\u800c\u4e22\u5931\u89c6\u89c9\u4e0a\u4e0b\u6587\u3001\u5bfc\u81f4\u540e\u7eed\u884c\u52a8\u9879\u4e0d\u5b8c\u6574\u7684\u5173\u952e\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac42a3c5-ba11-4909-9af4-9a1d983c7a2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf274817-b30f-4b59-8640-02e47e690bc7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed5696f4-774f-4b6f-83ce-905e27326f25.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7aa3fc25-969f-4913-8a83-1a5a5d53d538.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a231bc5a-98e2-4b06-8696-95284cafadc8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6da5b41f-d0a8-4fac-b094-ab1a7804bf65.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7cc94b8a-8b28-44d7-a57a-ec3a3cb22032.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4f1a\u8baeAI<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u6355\u83b7<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u89c6\u542c\u7ed3\u5408\u201d\u7684\u6838\u5fc3\u529f\u80fd\u3001\u65e0\u673a\u5668\u4eba\u5165\u4f1a\u7684\u8bbe\u8ba1\u3001\u672c\u5730\u5316\u5904\u7406\u7684\u9690\u79c1\u4fdd\u62a4\u53ca\u53ef\u9760\u7684\u4f53\u9a8c\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u4f01\u4e1a\u7ea7\u6570\u636e\u5408\u89c4\u7684\u7ec6\u8282\u3001\u591a\u5c4f\u5e55\/\u5feb\u901f\u5207\u6362\u7684\u6355\u83b7\u80fd\u529b\u3001\u975e\u82f1\u8bed\u652f\u6301\u3001\u4ee5\u53ca\u90e8\u5206AI\u529f\u80fd\u4ecd\u9700\u4e91\u7aef\u5904\u7406\u53ef\u80fd\u5f15\u53d1\u7684\u6570\u636e\u6cc4\u9732\u62c5\u5fe7\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Shadow\u6b64\u6b21\u5347\u7ea7\u201c\u5c4f\u5e55\u6355\u83b7\u201d\u529f\u80fd\uff0c\u770b\u4f3c\u662f\u529f\u80fd\u53e0\u52a0\uff0c\u5b9e\u5219\u662f\u5bf9\u201c\u4f1a\u8bae\u4e0a\u4e0b\u6587\u201d\u672c\u8d28\u7684\u4e00\u6b21\u7cbe\u51c6\u72d9\u51fb\u3002\u5f53\u524d\u4f1a\u8baeAI\u8d5b\u9053\u62e5\u6324\uff0c\u4f46\u591a\u6570\u4ea7\u54c1\u4ecd\u505c\u7559\u5728\u201c\u8bed\u97f3\u79d8\u4e66\u201d\u5c42\u9762\uff0c\u5ffd\u7565\u4e86\u73b0\u4ee3\u534f\u4f5c\u4e2d\u5e7b\u706f\u7247\u3001\u8bbe\u8ba1\u7a3f\u3001\u6570\u636e\u770b\u677f\u7b49\u89c6\u89c9\u4fe1\u606f\u6240\u627f\u8f7d\u7684\u6838\u5fc3\u51b3\u7b56\u4f9d\u636e\u3002Shadow\u5c06\u201c\u6240\u89c1\u201d\u4e0e\u201c\u6240\u95fb\u201d\u5173\u8054\uff0c\u65e8\u5728\u4ea7\u51fa\u771f\u6b63\u57fa\u4e8e\u5b8c\u6574\u4e0a\u4e0b\u6587\u7684\u884c\u52a8\u9879\uff0c\u8fd9\u4f7f\u5176\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u5411\u201c\u7406\u89e3\u4e0e\u6267\u884c\u4ee3\u7406\u201d\u8fc8\u51fa\u4e86\u5173\u952e\u4e00\u6b65\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u65e0\u673a\u5668\u4eba\u5165\u4f1a\u201d\u548c\u201c\u672c\u5730\u5316\u5904\u7406\u201d\u7684\u9690\u79c1\u4e3b\u5f20\uff0c\u662f\u5207\u5165\u4f01\u4e1a\u5e02\u573a\u7684\u950b\u5229\u5200\u5203\uff0c\u76f4\u51fb\u7528\u6237\u5bf9\u654f\u611f\u4fe1\u606f\u6cc4\u9732\u7684\u666e\u904d\u7126\u8651\u3002\u7136\u800c\uff0c\u8fd9\u67c4\u53cc\u5203\u5251\u7684\u53e6\u4e00\u9762\u4e5f\u6e05\u6670\u53ef\u89c1\uff1a\u590d\u6742\u7684\u81ea\u5b9a\u4e49AI\u4efb\u52a1\uff08Skills\uff09\u4ecd\u9700\u8c03\u7528\u4e91\u7aefLLM\uff0c\u8fd9\u4e0e\u201c\u6570\u636e\u6c38\u4e0d\u79bb\u5f00\u672c\u5730\u201d\u7684\u7eaf\u7cb9\u627f\u8bfa\u5b58\u5728\u5fae\u5999\u88c2\u75d5\uff0c\u53ef\u80fd\u6210\u4e3a\u5b89\u5168\u82db\u6c42\u578b\u5ba2\u6237\u7684\u987e\u8651\u70b9\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5408\u89c4\u7ec6\u8282\u7684\u8ffd\u95ee\uff0c\u6070\u6070\u8bf4\u660e\u4e86\u5e02\u573a\u5bf9\u5176\u771f\u5b9e\u9690\u79c1\u67b6\u6784\u7684\u5ba1\u89c6\u624d\u521a\u521a\u5f00\u59cb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5b9a\u4e49\u201c\u5173\u952e\u5c4f\u5e55\u5185\u5bb9\u201d\u7684\u6355\u83b7\u903b\u8f91\u3002\u9762\u5bf9\u5feb\u901f\u5207\u6362\u7684\u6807\u7b7e\u9875\u6216\u52a8\u6001\u6f14\u793a\uff0c\u8fc7\u5ea6\u6355\u83b7\u5c06\u4ea7\u751f\u4fe1\u606f\u566a\u97f3\uff0c\u6355\u83b7\u4e0d\u8db3\u5219\u4e22\u5931\u4e0a\u4e0b\u6587\u3002\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u95ee\u9898\uff0c\u66f4\u662f\u5bf9\u7528\u6237\u5de5\u4f5c\u6d41\u7406\u89e3\u7684\u6df1\u5ea6\u8003\u9a8c\u3002Shadow\u82e5\u60f3\u771f\u6b63\u6210\u4e3a\u201c\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u5fc5\u987b\u5728\u667a\u80fd\u6458\u8981\u4e0e\u539f\u59cb\u4fe1\u606f\u7559\u5b58\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u5e76\u6784\u5efa\u5f00\u653e\u7684\u5de5\u4f5c\u6d41\u751f\u6001\uff0c\u8ba9\u201c\u884c\u52a8\u201d\u4e0d\u4ec5\u80fd\u88ab\u751f\u6210\uff0c\u66f4\u80fd\u65e0\u7f1d\u63a5\u5165\u4e0b\u6e38\u5de5\u5177\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u8f6c\u5f55\u9009\u9879\uff0c\u800c\u5728\u4e8e\u91cd\u65b0\u5b9a\u4e49\u4f1a\u8bae\u7ed3\u675f\u540e\u7684\u5de5\u4f5c\u8d77\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Shadow<\/span>\n <\/div>\n<div class=\"comment-content\">Your meeting AI is missing half the picture. It hears what’s said but ignores what’s on screen. Shadow captures both\u2014no bot needed\u2014and turns that full context into action with custom AI tasks. Stop recapping. Start delivering.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<br \/>\nJay from Shadow here.<\/p>\n<p>First, a huge thank you to everyone. Last time we launched, we got so much love and support from the PH community. Your feedback and encouragement pushed us to make Shadow even better.<\/p>\n<p>Today, we’re back with a huge update that will completely change how you interact with your meeting AI.<\/p>\n<p>When we last launched, Shadow was your ears in every meeting\u2014automatically listening and turning conversations into post-meeting tasks.<\/p>\n<p>Now, Shadow has become your eyes too. \ud83d\udc40<\/p>\n<p>What’s new:<\/p>\n<p>\ud83d\udda5\ufe0f Smart Screenshots<br \/>\nShadow now automatically captures what’s on screen during your meetings. Slides, demos, shared docs\u2014all saved and ready for AI to reference. No manual screenshots needed.<\/p>\n<p>\u26a1 Supercharged Skills<br \/>\nFully customizable AI tasks that run on your meetings. Export to Markdown or send to any tool via webhook. Build your own workflows.<\/p>\n<p>What hasn’t changed\u2014the things that make Shadow different:<\/p>\n<p>\ud83d\udeab No bots<br \/>\nShadow works in the background. No awkward “AI Notetaker has joined” moments.<\/p>\n<p>\ud83c\udfaf Speaker identification<br \/>\nAlways know who said what.<\/p>\n<p>\ud83d\udd12 Privacy first<br \/>\nLocal transcription, local storage. Your data stays yours. We never use it for training.<\/p>\n<p>We built Shadow to help you leave meetings with progress, not just notes. Now with the full picture\u2014what was said AND shown\u2014you can finally make that happen.<\/p>\n<p>Would love to hear your feedback.<br \/>\nLet’s chat in the comments! \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> The \u201ceyes + ears\u201d framing really clicks. Screen context is where most follow-ups actually come from, so this feels like a very practical evolution of meeting AI. Excited to see how teams build workflows on top of this nicely done.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> congrats on the launch \ud83d\ude42 for me the best feaure you highlight is auto start and stop. I am a tech writer, so I am sooo freaking afraid of losing internet connection during interviews with devs, and when I rejoin and my notetaker doesn’t it’s really a pain point.<\/p>\n<p>and spealing only with humans, not bots is a pleasure <3 <br \/>keep going \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your launch! \ud83d\ude80<br \/>Extremely competitive market today, but no clear winner established yet, so best of luck!<br \/>I think marketing matters more than ever, and you definitely have some sleek looking visuals!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> 99% agreed! I think marketing matters more than ever too. Once a new market seems to take off, 100 copycats appear in a couple of weeks. The 1% is that I still have the naive belief that a great product will win at the end of the day. Thanks a lot for the comment!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@jaythesong, I use granola, been a big fan, but I love what I saw on the website – Attribution of speakers and contextualization of screenshots and screen content. Just downloaded this. Gonna try Shadow \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kjosephabraham\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kjosephabraham<\/a> thanks Joseph! Glad to hear that you’ve just downloaded it! Feel free to let me know if you have any questions or feedback. Thanks a lot your the comment again!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As someone involved in GTM strategy and execution, Shadow has made it much easier to revisit important meetings without rewatching full recordings. Having both the spoken conversation and on screen context available in one place makes reviews faster and more useful.<\/p>\n<\/p>\n<p>The ability to quickly pull out next steps, draft follow up emails, or create custom AI outputs turns meeting recaps into something actionable. It feels thoughtfully designed for teams that want to spend less time recapping and more time moving work forward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@james_park16\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@james_park16<\/a> Hi James, thank you so much for the thoughtful review!<\/p>\n<\/p>\n<p>We\u2019re thrilled to hear that Shadow is helping your GTM strategy and execution by making meeting reviews faster and more useful. Our goal was exactly what you described: providing both spoken and on-screen context in one place so teams can skip the full recordings and focus on moving work forward.<\/p>\n<\/p>\n<p>It\u2019s great to see that you\u2019re already making the most of the action items and follow-up drafts! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been using Shadow daily for a couple months now and it’s rock solid. I’ve used other meeting transcribers before, but Shadow is incredibly reliable. Its notable features for my workflow are:<\/p>\n<ul>\n<li>\n<p>Privacy-focused (on-device transcription, cloud LLM for outlines and summaries)<\/p>\n<\/li>\n<li>\n<p>Speaker diarization! This is key for me as it can separate the different speakers on a call.<\/p>\n<\/li>\n<li>\n<p>Automatic workflows that they call Skills. Once a meeting finishes, you can create custom “skills” for further processing.<\/p>\n<\/li>\n<li>\n<p>From a design standpoint, it’s also very polished. <\/p>\n<\/li>\n<\/ul>\n<p>My only knock on it would be that’s it very un-Mac-like. Cmd-period doesn’t bring up Settings, etc. But that’s pretty minor. Truly an essential product in my daily productivity stack.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@roger_wong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roger_wong<\/a> this made my day! \ud83e\udd79<\/p>\n<p>Thank you for the continued support. It really means a lot to have users like you who genuinely care about making Shadow better. I’m so glad to hear it’s become part of your daily stack. <\/p>\n<\/p>\n<p>And thanks for flagging the shortcut thing. We totally missed that, and I appreciate you pointing it out. We’ll get those Mac conventions right. Thanks again for your support Roger!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of the best in the market! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_hong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_hong<\/a> thanks a lot Daniel for the comment! \ud83e\udee1 <br \/>Appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jaythesong nice<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I rarely post on PH to shout out to a product, but Shadow is an app that does exactly what I was searching for: listening to meetings and giving me smart AI tools to work with the transcript afterwards. It does a fantastic job at that and <a href=\"https:\/\/www.producthunt.com\/@jaythesong\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> is super supportive when I had questions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tjapie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tjapie<\/a> thanks so much for the comment! It really means a lot coming from someone who doesn’t usually post! Always happy to help if you have more questions \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool stuff <a href=\"https:\/\/www.producthunt.com\/@jaythesong\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> , I’ll definitely give Shadow a try! It’s a different usecase but I suspect similar tech to my AI voicemail platform. <\/p>\n<\/p>\n<p>ps best of luck on your launch today – really wish you all the best! But don’t get sloppy now I’m rapidly closing with at place #11 today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_van_doorn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_van_doorn<\/a> thanks Peter! I’ve just checked out your launch and it does seem like that! Voice Mate sounds super interesting too. I wish you all the best!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love your UI. Do you actually store the transcripts and have the bot in the desktop app or in web? I’m wondering how the sharing works. <br \/>Thanks. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> Hi Pavel! Thanks for the comment.<\/p>\n<p>To clarify, the transcription and screenshot processes happen 100% locally on your device, and all data is stored locally.<\/p>\n<p>As you might expect, using AI-powered features or sharing via webhooks does require data to be processed through the internet. However, since we don’t store or own this data on our servers, it remains far more secure than other cloud-based solutions. It\u2019s a much more robust approach to privacy!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I read in your FAQ that to prevent data leaking to openai, gemini, anthropic, we do need to turn off meeting outline, to not use skills and to not ask anything to the assistant. isn’t it a bit dangerous for professional meetings, and so… useless if we can’t avoid data leaking?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/shadow-4\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"shadow-4\" target=\"_blank\" rel=\"noopener\">@Shadow<\/a> the screen+audio capture angle is powerful and underserved. Most meeting AI misses half the context you’re showing. Key question: how are you handling privacy\/compliance for enterprises dealing with sensitive data on-screen? Also, what’s your latency like for action extraction?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> thanks for the comment! That\u2019s a really great question.<\/p>\n<p>While many AI tools claim a zero-retention policy, Shadow goes a step further. We do not store any screen, audio, or transcript data. Although we utilize servers for our AI and LLM processing, your data is never saved to a database. Since we don’t retain or own the data, your information remains truly private!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Half my calls are people click-walking through decks and Figma. Most tools miss that. No bot bubble joining is a relief. If it pulls action items from what\u2019s on screen + what\u2019s said, that\u2019s actually handy. Curious about multi-screen or fast tab hopping.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> thanks for your comment! Shadow works by automatically detecting the meeting screen and taking screenshots whenever there are major changes. You can also manually select a specific window or screen if you prefer!<\/p>\n<\/p>\n<p>Since Shadow focuses on capturing context rather than recording every single pixel, rapid tab switching might not be captured perfectly\u2014though it depends on how fast you switch! I hope you give it a try and share your thoughts.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What languages does it support?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sarbarzn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sarbarzn<\/a> Currently, Shadow officially supports English only, so all AI prompts are optimized for English. However, transcription supports all major languages and works seamlessly with our AI features! What language do you speak?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Shadow is mind-blowing! Love that it captures the screen share, not just the audio. Im curious, how does Shadow handle privacy when recording sensitive information displayed on the screen?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NMRREPU2OFWDGS\" class=\"app-title\">LightBuddy<\/a><\/p>\n<div class=\"one-liner\">Look better on video calls using the screen you already have<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">192<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LightBuddy\u662f\u4e00\u6b3eMac\u83dc\u5355\u680f\u5e94\u7528\uff0c\u5b83\u5229\u7528\u7528\u6237\u73b0\u6709\u5c4f\u5e55\u8fb9\u7f18\u4ea7\u751f\u53ef\u8c03\u73af\u5f62\u5149\uff0c\u5728\u89c6\u9891\u901a\u8bdd\u7b49\u573a\u666f\u4e2d\u4f4e\u6210\u672c\u6539\u5584\u9762\u90e8\u5149\u7ebf\uff0c\u63d0\u5347\u4e0a\u955c\u6548\u679c\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8a28beca-e404-4045-aa54-846ac0ff322e.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d62c3b5e-5d88-45be-baae-4bef37678f7d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6ab39380-3259-48a8-9151-d5d16076b143.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Video Streaming<\/span><br \/>\n <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u901a\u8bdd\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u73af\u5f62\u8865\u5149<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u517c\u5bb9\u6027\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8f6f\u4ef6\u5149\u6548<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u529e\u516c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u6838\u5fc3\u4ef7\u503c\uff1a\u517c\u5bb9\u6027\u5f3a\uff08\u652f\u6301Intel\/Apple Silicon\u3001\u975e\u82f9\u679c\u663e\u793a\u5668\u3001\u591a\u5c4f\uff09\uff0c\u5f25\u8865\u4e86\u82f9\u679c\u539f\u751f\u529f\u80fd\u7684\u5c40\u9650\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u8be2\u95ee\u4e2d\u5fc3\u533a\u57df\u662f\u5426\u53ef\u53d8\u6697\u3001\u5bf9\u591a\u5c4fHDR\u591c\u95f4\u8868\u73b0\u7684\u5173\u5207\u3001\u5bf9\u82f9\u679c\u672a\u6765\u66f4\u65b0\u7ade\u4e89\u7684\u62c5\u5fe7\uff0c\u4ee5\u53ca\u5bf9\u5176\u5546\u4e1a\u6a21\u5f0f\uff08\u5982\u4f55\u76c8\u5229\uff09\u7684\u597d\u5947\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n LightBuddy\u7684\u8bde\u751f\uff0c\u662f\u201c\u8349\u6839\u667a\u6167\u201d\u5bf9\u5de8\u5934\u751f\u6001\u7684\u4e00\u6b21\u5de7\u5999\u4fa7\u51fb\u3002\u5176\u771f\u6b63\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u7ed9\u5c4f\u5e55\u52a0\u4e2a\u5149\u6655\u201d\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u6355\u6349\u5e76\u670d\u52a1\u4e86\u88ab\u82f9\u679c\u5b98\u65b9\u529f\u80fd\u201c\u9009\u62e9\u6027\u629b\u5f03\u201d\u7684\u5b58\u91cf\u7528\u6237\u2014\u2014\u90a3\u4e9b\u4f7f\u7528Intel\u82af\u7247\u3001\u975e\u82f9\u679c\u663e\u793a\u5668\u6216\u65e7\u7248macOS\u7684\u6d77\u91cf\u7528\u6237\u3002\u8fd9\u63ed\u9732\u4e86\u5de8\u5934\u751f\u6001\u7b56\u7565\u7684\u4e00\u4e2a\u8f6f\u808b\uff1a\u4e3a\u4e86\u63a8\u52a8\u65b0\u786c\u4ef6\u9500\u552e\u548c\u7cfb\u7edf\u5347\u7ea7\uff0c\u5176\u201c\u521b\u65b0\u201d\u529f\u80fd\u5e38\u5e26\u6709\u6392\u4ed6\u6027\uff0c\u4eba\u4e3a\u5236\u9020\u4e86\u5e02\u573a\u65ad\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u9009\u62e9\u4e86\u83dc\u5355\u680f\u8fd9\u4e00\u8f7b\u91cf\u5316\u5165\u53e3\uff0c\u5c06\u81ea\u8eab\u5b9a\u4e49\u4e3a\u7cfb\u7edf\u7ea7\u7684\u5b9e\u7528\u5de5\u5177\uff0c\u800c\u975e\u67d0\u4e2a\u81c3\u80bf\u5e94\u7528\u7684\u4e00\u90e8\u5206\uff0c\u8fd9\u4fdd\u8bc1\u4e86\u5176\u4f4e\u4fb5\u5165\u6027\u548c\u5373\u5f00\u5373\u7528\u7684\u5de5\u5177\u5c5e\u6027\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u591a\u663e\u793a\u5668\u652f\u6301\u201d\u3001\u201cHDR Boost\u201d\u7b49\u529f\u80fd\u70b9\uff0c\u66f4\u51f8\u663e\u4e86\u5b83\u5728\u5b98\u65b9\u57fa\u7840\u65b9\u6848\u4e0a\u7684\u201c\u589e\u91cf\u521b\u65b0\u201d\uff0c\u8bd5\u56fe\u5728\u7075\u6d3b\u6027\u548c\u4f53\u9a8c\u6df1\u5ea6\u4e0a\u53cd\u8d85\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u957f\u671f\u62a4\u57ce\u6cb3\u4ee4\u4eba\u5b58\u7591\u3002\u4f5c\u4e3a\u4e00\u6b3e\u89e3\u51b3\u5355\u4e00\u3001\u660e\u786e\u75db\u70b9\u7684\u5de5\u5177\uff0c\u5176\u529f\u80fd\u6781\u6613\u88ab\u6a21\u4eff\uff0c\u4e5f\u6781\u53ef\u80fd\u88ab\u82f9\u679c\u5728\u540e\u7eed\u7cfb\u7edf\u66f4\u65b0\u4e2d\u8fdb\u4e00\u6b65\u201c\u5438\u6536\u201d\u548c\u8986\u76d6\u3002\u7528\u6237\u5173\u4e8e\u201c\u5982\u4f55\u76c8\u5229\u201d\u548c\u201c\u5982\u4f55\u5e94\u5bf9\u82f9\u679c\u6539\u8fdb\u201d\u7684\u8bc4\u8bba\uff0c\u76f4\u63a5\u70b9\u4e2d\u4e86\u5176\u547d\u95e8\u3002\u5b83\u76ee\u524d\u7684\u4f18\u52bf\u5efa\u7acb\u5728\u82f9\u679c\u751f\u6001\u7684\u201c\u4e0d\u5b8c\u7f8e\u201d\u4e4b\u4e0a\uff0c\u8fd9\u79cd\u4f18\u52bf\u5177\u6709\u6781\u5f3a\u7684\u65f6\u6548\u6027\u548c\u8106\u5f31\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cLightBuddy\u662f\u4e00\u4e2a\u7cbe\u660e\u7684\u201c\u751f\u6001\u4f4d\u8865\u4e01\u201d\uff0c\u5728\u5de8\u5934\u5212\u5b9a\u7684\u7248\u56fe\u7f1d\u9699\u4e2d\u627e\u5230\u4e86\u77ed\u671f\u751f\u5b58\u7a7a\u95f4\u3002\u5b83\u7684\u6210\u529f\uff0c\u662f\u5b9e\u7528\u4e3b\u4e49\u5bf9\u5b8c\u7f8e\u4e3b\u4e49\u7684\u4e00\u6b21\u80dc\u5229\uff0c\u4f46\u4e5f\u6e05\u6670\u5730\u5c55\u793a\u4e86\u72ec\u7acb\u5f00\u53d1\u8005\u9762\u5bf9\u5e73\u53f0\u65b9\u65f6\u7684\u7ec8\u6781\u56f0\u5883\uff1a\u4f60\u7684\u521b\u65b0\uff0c\u968f\u65f6\u53ef\u80fd\u6210\u4e3a\u5de8\u5934\u7684\u517b\u6599\uff0c\u800c\u4f60\u7684\u751f\u5b58\uff0c\u5219\u4f9d\u8d56\u4e8e\u5de8\u5934\u201c\u61d2\u5f97\u201d\u6216\u201c\u6682\u65f6\u4e0d\u613f\u201d\u8986\u76d6\u7684\u90a3\u7247\u6280\u672f\u6d3c\u5730\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LightBuddy<\/span>\n <\/div>\n<div class=\"comment-content\">LightBuddy lives in your Mac\u2019s Menu Bar and allows you to add an adjustable ring light around your display. Unlike the built-in feature Apple added in macOS 26.2, LightBuddy supports macOS 14 Sonoma or later, works on Intel and Apple Silicon Macs, and doesn’t require an Apple-branded display.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Brilliant! Turn your existing display into a lightbox…! <\/p>\n<\/p>\n<p>Yes, this was <a href=\"https:\/\/rambo.codes\/posts\/2025-12-15-sherlocked-before-it-was-born-lightbuddy\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Sherlocked in macOS 26.2<\/a>, but the idea preceded that launch, and this one adds some nice touches that the Tahoe implementation misses:<\/p>\n<ul>\n<li>\n<p>No Apple Silicon and macOS 26.2 Requirement<\/p>\n<\/li>\n<li>\n<p>No Apple Display Requirement<\/p>\n<\/li>\n<li>\n<p>Multiple Display Support<\/p>\n<\/li>\n<li>\n<p>HDR Support<\/p>\n<\/li>\n<li>\n<p>Custom Colors<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> The multiple display + non-Apple hardware support is a big win here. Nice to see an idea evolve beyond the built-in version and stay accessible to more setups.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great problem addressed \ud83d\udc4d\ud83c\udffb<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>pretty cool ! bought, tried, it does the job !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/lightbuddy\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"lightbuddy\" target=\"_blank\" rel=\"noopener\">@LightBuddy<\/a> The cross-compatibility (Intel, older Macs, no Apple display required) is a huge advantage over the native solution. Wondering: what’s the market size potential beyond Mac users? And how are you thinking about competing as Apple potentially improves their built-in feature?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Clean and clever idea! Love the simplicity \u2014 will give it a try today. Good luck with the launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Amazing, definitely something I would need! \ud83d\ude80<br \/>Does it also dims the centre of the screen?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hi Anton. It doesn’t dim the center of the screen. If your display supports HDR, enabling HDR Boost will have a similar effect, allowing you to reduce the overall brightness of the display whilst still benefiting from the extra brightness around the edges. Dimming the center of the screen is an interesting idea though for displays that don’t support HDR, I’ll look into that \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is so good. Exactly what I needed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Might be worth it for those nights I’m in a hotel and don’t have my usual office setup! Will check it out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice. My Intel mini + old LG don\u2019t get Apple\u2019s version, so this is handy. Menu bar ring light is a smart hack. Curious how it behaves with HDR and two screens at night. If it remembers per\u2011app brightness, even better. Trying it on Sonoma later.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks nice Guilherme! Guessing how will you monetize it but I’m sure many content creators gonna check this out. Wish you all the best here!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>But I reckon that during video calls this tab has to be minimised, when you want to see your colleagues (taking into account that you have only one screen). Or?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi Nika. LightBuddy is a native app that runs in the Mac’s Menu Bar, the ring light only occupies the edges of the display, and it moves out of the way in the area where your cursor is, so you can continue to see your video call and interact with other apps as you normally would \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LJ7F3OZU4WAM2J\" class=\"app-title\">Screenhance<\/a><\/p>\n<div class=\"one-liner\">Make product screenshots look launch-ready in minutes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">149<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Screenhance\u662f\u4e00\u6b3e\u6a21\u677f\u4f18\u5148\u3001\u539f\u751f\u652f\u6301\u52a8\u6548\u7684\u622a\u56fe\u7f8e\u5316\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\uff08\u5c24\u5176\u662f\u975e\u8bbe\u8ba1\u5e08\u7684\u521b\u59cb\u4eba\u548c\u5f00\u53d1\u8005\uff09\u5728\u51e0\u5206\u949f\u5185\u5c06\u666e\u901a\u4ea7\u54c1\u622a\u56fe\u8f6c\u5316\u4e3a\u53ef\u7528\u4e8e\u843d\u5730\u9875\u3001\u6587\u6863\u3001\u6f14\u793a\u6587\u7a3f\u7684\u7cbe\u7f8e\u89c6\u89c9\u8d44\u4ea7\u6216\u77ed\u89c6\u9891\/GIF\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u65b9\u5f0f\u4f9d\u8d56\u8bbe\u8ba1\u6280\u80fd\u6216\u8017\u65f6\u8fc7\u957f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d5d653a-9da1-4567-a896-22c8c26c6348.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e90d037f-83bb-4860-bdd4-7ed6b2279141.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/85b9dd30-f09c-41b2-a665-b295bf05241b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/855ec118-fb3f-4afe-86ea-f93e42bb8f6e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5918be7c-cb65-4f07-8e7a-1b28967269fc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">Prototyping<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f\u5316\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u52a8\u6548\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8d44\u4ea7\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6f14\u793a<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u4ea7\u54c1\u89e3\u51b3\u4e86\u7528Figma\/Photoshop\u5236\u4f5c\u622a\u56fe\u8d44\u4ea7\u7684\u75db\u70b9\uff0c\u6d41\u7a0b\u76f4\u63a5\u3001\u8bbe\u8ba1\u7cbe\u826f\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u8be2\u95ee\u662f\u5426\u652f\u6301\u5e94\u7528\u5546\u5e97\u622a\u56fe\u89c4\u683c\u3001\u662f\u4ec5Web\u7248\u8fd8\u662f\u6709\u684c\u9762\u5e94\u7528\u3001\u4ee5\u53ca\u9f13\u52b1\u5176\u4ece\u4e2a\u4eba\u9700\u6c42\u51fa\u53d1\u89e3\u51b3\u666e\u904d\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Screenhance\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u62e5\u6324\u3001\u5b9e\u5219\u5b58\u5728\u6548\u7387\u7a7a\u767d\u7684\u5e02\u573a\u3002\u5176\u5ba3\u79f0\u7684\u201c\u6a21\u677f\u4f18\u5148\u201d\u548c\u201c\u52a8\u753b\u539f\u751f\u201d\u662f\u6838\u5fc3\u5dee\u5f02\u5316\u7b56\u7565\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u5728\u5c06\u4e13\u4e1a\u8bbe\u8ba1\u80fd\u529b\uff08\u5e03\u5c40\u3001\u914d\u8272\u3001\u52a8\u6548\uff09\u5c01\u88c5\u4e3a\u53ef\u6279\u91cf\u590d\u7528\u7684\u201c\u96f6\u4ef6\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u5bf9\u201c\u8bbe\u8ba1\u4ea4\u4ed8\u7269\u5de5\u4e1a\u5316\u751f\u4ea7\u6d41\u7a0b\u201d\u7684\u8f7b\u91cf\u5316\u91cd\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u654f\u9510\u5730\u7784\u51c6\u4e86\u201c\u975e\u8bbe\u8ba1\u5e08\u7684\u751f\u4ea7\u8005\u201d\u8fd9\u4e00\u7fa4\u4f53\u2014\u2014\u5f00\u53d1\u8005\u3001\u521b\u59cb\u4eba\u3001\u4ea7\u54c1\u7ecf\u7406\uff0c\u4ed6\u4eec\u9700\u8981\u4e13\u4e1a\u89c6\u89c9\u5448\u73b0\u6765\u8f85\u52a9\u6c9f\u901a\u3001\u8425\u9500\u4e0e\u878d\u8d44\uff0c\u5374\u7f3a\u4e4f\u65f6\u95f4\u6216\u6280\u80fd\u6df1\u5165\u4f7f\u7528\u4e13\u4e1a\u5de5\u5177\u3002Screenhance\u901a\u8fc7\u7ea6\u675f\u6027\u7684\u6a21\u677f\u548c\u6709\u9650\u7684\u5b9a\u5236\u9009\u9879\uff0c\u53cd\u800c\u964d\u4f4e\u4e86\u7528\u6237\u7684\u51b3\u7b56\u75b2\u52b3\uff0c\u5c06\u201c\u8bbe\u8ba1\u8fc7\u7a0b\u201d\u8f6c\u5316\u4e3a\u201c\u9009\u62e9\u4e0e\u5fae\u8c03\u201d\uff0c\u8fd9\u6bd4\u63d0\u4f9b\u65e0\u9650\u81ea\u7531\u7684\u7a7a\u767d\u753b\u5e03\u66f4\u7b26\u5408\u76ee\u6807\u7528\u6237\u7684\u5fc3\u7406\u6a21\u578b\u548c\u5b9e\u9645\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5e02\u573a\u5b58\u5728\u5927\u91cf\u529f\u80fd\u91cd\u53e0\u6216\u66f4\u6cdb\u7528\u7684\u5de5\u5177\uff08\u4eceCanva\u5230\u4e13\u4e1a\u5f55\u5c4f\u8f6f\u4ef6\uff09\uff0c\u5982\u4f55\u8ba9\u7528\u6237\u4e3a\u5782\u76f4\u573a\u666f\u4ed8\u8d39\u9700\u8981\u6781\u5f3a\u7684\u5b9a\u4f4d\u548c\u7528\u6237\u4f53\u9a8c\u3002\u5176\u6b21\uff0c\u201c\u7cbe\u7f8e\u622a\u56fe\u201d\u7684\u9700\u6c42\u9891\u7387\u662f\u5426\u8db3\u4ee5\u652f\u6491\u4e00\u4e2a\u72ec\u7acb\u5de5\u5177\u7684\u6301\u7eed\u4f7f\u7528\u548c\u4ed8\u8d39\u8f6c\u5316\uff1f\u8fd9\u6216\u8bb8\u610f\u5473\u7740\u4ea7\u54c1\u672a\u6765\u5fc5\u987b\u5411\u66f4\u5e7f\u6cdb\u7684\u201c\u89c6\u89c9\u5185\u5bb9\u5feb\u901f\u751f\u6210\u201d\uff08\u5982\u793e\u4ea4\u5a92\u4f53\u7d20\u6750\u3001\u6587\u6863\u63d2\u56fe\uff09\u62d3\u5c55\u8fb9\u754c\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u5e94\u7528\u5546\u5e97\u622a\u56fe\u201d\u7684\u8be2\u95ee\uff0c\u6070\u6070\u5370\u8bc1\u4e86\u7528\u6237\u671f\u5f85\u5b83\u89e3\u51b3\u66f4\u5177\u4f53\u3001\u66f4\u521a\u6027\u7684\u751f\u4ea7\u573a\u666f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u5c06\u5176\u5b9a\u4e49\u4e3a\u201c\u4e2a\u4eba\u75d2\u70b9\u201d\u7684\u4ea7\u7269\uff0c\u8fd9\u901a\u5e38\u662f\u4f18\u79c0\u5de5\u5177\u7684\u8d77\u70b9\uff0c\u4f46\u80fd\u5426\u6210\u957f\u4e3a\u53ef\u6301\u7eed\u7684\u4e1a\u52a1\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5c06\u8fd9\u79cd\u201c\u75d2\u70b9\u201d\u7cbe\u51c6\u5730\u8f6c\u5316\u4e3a\u4e00\u4e2a\u5177\u6709\u6e05\u6670\u4ef7\u503c\u94fe\u548c\u9632\u5fa1\u58c1\u5792\u7684\u201c\u75db\u70b9\u201d\u89e3\u51b3\u65b9\u6848\u3002\u76ee\u524d\u770b\u6765\uff0c\u4ea7\u54c1\u65b9\u5411\u6b63\u786e\uff0c\u4f46\u62a4\u57ce\u6cb3\u5c1a\u6d45\uff0c\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u6267\u884c\u7ec6\u8282\uff1a\u6a21\u677f\u5e93\u7684\u5e7f\u5ea6\u4e0e\u8d28\u91cf\u3001\u8f93\u51fa\u6548\u679c\u7684\u201c\u4e13\u4e1a\u611f\u201d\u4e0a\u9650\u3001\u4ee5\u53ca\u4e0e\u5de5\u4f5c\u6d41\uff08\u5982\u76f4\u63a5\u5d4c\u5165Notion\u3001PPT\uff09\u7684\u96c6\u6210\u6df1\u5ea6\u3002\u5728AI\u56fe\u50cf\u751f\u6210\u6280\u672f\u65e5\u76ca\u666e\u53ca\u7684\u80cc\u666f\u4e0b\uff0c\u6b64\u7c7b\u5de5\u5177\u82e5\u4e0d\u80fd\u6781\u81f4\u5316\u5176\u5782\u76f4\u573a\u666f\u7684\u4fbf\u6377\u6027\u4e0e\u8f93\u51fa\u53ef\u63a7\u6027\uff0c\u5f88\u5bb9\u6613\u88ab\u66f4\u901a\u7528\u7684AI\u80fd\u529b\u6240\u8986\u76d6\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Screenhance<\/span>\n <\/div>\n<div class=\"comment-content\">Most screenshot tools are static or require design skills. Screenhance is template-first and animation-native. Turn screenshots into polished visuals or short MP4\/GIF clips in minutes. Pick a layout, theme or transparent background, tweak colors and shadows, add subtle motion, and export. Device and browser frames included. Free tier, Week Pass, and Pro.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt, I\u2019m Sharon, and I built Screenhance!<br \/>\nI made it because screenshots are everywhere (landing pages, docs, decks, portfolios), but making them look good usually means design tools or extra time.<\/p>\n<p>With Screenhance, you can:<br \/>\n\u2192 pick a layout (single or multi screenshot)<br \/>\n\u2192 choose a background or go transparent<br \/>\n\u2192 add subtle motion if you want<br \/>\n\u2192 export clean, high-quality assets fast<\/p>\n<p>It\u2019s in beta, so I\u2019d love feedback, especially on:<\/p>\n<p>What you\u2019d use it for<br \/>\nWhat feels missing<br \/>\nAnything that breaks<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sharononyinye\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharononyinye<\/a> Love that this started as a personal itch that usually leads to the best tools.<\/p>\n<p>I can definitely see this being a go-to for founders and devs who want polished screenshots without touching Figma. Excited to see how it evolves out of beta.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It’s so great, I was expecting something simple but was my expectation was surpassed, It has nice flows and is straight to the point, with this you no longer have to wrap your head about using something like photoshop to try and create launch assets, and it has nice layouts and templates for screenshots. Congrats on the launch<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@uchenna_nwaorgu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@uchenna_nwaorgu<\/a> Thank you so much!! this was very encouraging<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on shipping! The product looks good and well designed. Will definitely utilize Screenhance for screenshots I need to add to decks\/launches. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@therealdesilva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@therealdesilva<\/a> Thank you so much! I really appreciate this<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Sharon, congrats on the beta! Making screenshots look good usually means design tools or extra time, so true. Was there a specific moment that pushed you to build this?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Thanks Van! I’ve been a designer for a few years now, and even for me, making mockups for thumbnails and social posts gets tedious. <br \/>So I can only imagine how frustrating it is for devs or founders who don’t use Figma much. <\/p>\n<p>This was a personal itch first, I wanted something I could throw screenshots into and get something polished back in a few minutes<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks polished and professional! Congratulations on the launch!<br \/>This is a competitive space today, but I’m sure your product will be able to stand up to the competition!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> thank you so much! I genuinely appreciate this<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very cool stuff <a href=\"https:\/\/www.producthunt.com\/@sharononyinye\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sharononyinye\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharononyinye<\/a>! This took me soo much time for my own projects I’ll definetly give it a shot. Does it do screenshots for the appstores too? Huge market if you ask me. <\/p>\n<\/p>\n<p>ps. keep it up, I’m rapidly closing in on the producthunt leaderboard today at #11! \ud83d\ude18<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m a sucker for a good screenshot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mogabr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mogabr<\/a> Thank you!! I hope you enjoy using Screenhance<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats one the launch <a href=\"https:\/\/www.producthunt.com\/@sharononyinye\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sharononyinye\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharononyinye<\/a> ! Is it a web-only solution or do you have a desktop app too? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/VBGVST4FGHVM2E\" class=\"app-title\">Mujo AI <\/a><\/p>\n<div class=\"one-liner\">From one photo to a complete set of product visuals and copy<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">139<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Mujo AI\u662f\u4e00\u6b3eAI\u8bbe\u8ba1\u4ee3\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u4e0a\u4f20\u5355\u5f20\u4ea7\u54c1\u7167\u7247\uff0c\u5373\u53ef\u4e3a\u7535\u5546\u5356\u5bb6\u3001\u8bbe\u8ba1\u5e08\u7b49\u7528\u6237\u81ea\u52a8\u751f\u6210\u4e00\u5957\u98ce\u683c\u7edf\u4e00\u3001\u53ef\u7f16\u8f91\u7684\u5546\u54c1\u89c6\u89c9\u56fe\u4e0e\u8425\u9500\u6587\u6848\uff0c\u89e3\u51b3\u4e86\u4e2d\u5c0f\u5546\u5bb6\u4e13\u4e1a\u8bbe\u8ba1\u6210\u672c\u9ad8\u3001\u8017\u65f6\u957f\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/36e314de-4209-43df-a5b7-e9642bbdbb48.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b75f3fd8-c42e-4e1a-8c79-f6365e693572.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3a7f0c24-d17a-4e24-b021-cdd4b0055d6d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f87a8a1-fca8-49fd-9bec-2ea9ab12b1a5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9847e042-0d5c-4c4b-833f-5e596579c097.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03442653-d2ab-4218-84e5-721279c5c468.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6325e1e0-5645-49f4-a0f9-61af0a3912d8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4aaf888-02a7-438a-842d-eb21923f042a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8c6c8aa7-a72b-41d7-97fd-93d1cbc5f65c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/d36a81a2-9d17-434e-9c56-9938680e4f05.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/92ef8blRLG8?feature=shared\"><source src=\"https:\/\/youtu.be\/92ef8blRLG8?feature=shared\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">E-Commerce<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7535\u5546\u89c6\u89c9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6587\u6848\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7d20\u6750\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u5546\u5bb6\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">AIGC\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u5546\u54c1\u4e0a\u67b6\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u964d\u672c\u589e\u6548<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u5904\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u662f\u7535\u5546\u521b\u4e1a\u8005\u7684\u5fc5\u5907\u5de5\u5177\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u671f\u5f85\u4e0e\u4e3b\u6d41\u7535\u5546\u5e73\u53f0\u7684\u96c6\u6210\u3001\u5e0c\u671b\u63d0\u4f9bAPI\u63a5\u53e3\u3001\u8ba4\u4e3a\u5f53\u524d\u64cd\u4f5c\u6d41\u7a0b\uff08\u4e94\u6b65\u5f15\u5bfc\uff09\u7565\u663e\u7e41\u7410\u9700\u4f18\u5316\uff0c\u5e76\u8be2\u95ee\u4e86\u5bf9\u521d\u59cb\u7167\u7247\u5149\u7167\u6761\u4ef6\u7684\u5904\u7406\u80fd\u529b\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Mujo AI\u5207\u5165\u7684\u662f\u4e00\u4e2a\u660e\u786e\u4e14\u75bc\u75db\u611f\u5f3a\u70c8\u7684\u5e02\u573a\uff1a\u4e2d\u5c0f\u89c4\u6a21\u7535\u5546\u7684\u89c6\u89c9\u5185\u5bb9\u751f\u4ea7\u3002\u5176\u5ba3\u79f0\u7684\u201c\u4ece\u4e00\u5f20\u7167\u7247\u5230\u4e00\u5957\u7d20\u6750\u201d\u786e\u5b9e\u76f4\u51fb\u4e86\u4f20\u7edf\u6d41\u7a0b\u6602\u8d35\u3001\u7f13\u6162\u7684\u5f0a\u7aef\u3002\u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u751f\u6210\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u57fa\u4e8e\u7535\u5546\u6700\u4f73\u5b9e\u8df5\u7684\u8f6c\u5316\u7cfb\u7edf\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u201cAI\u8bbe\u8ba1\u4ee3\u7406\u201d\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u8d85\u8d8a\u4e86\u5355\u70b9\u751f\u6210\u7684\u5de5\u5177\u8303\u7574\uff0c\u8bd5\u56fe\u626e\u6f14\u4e00\u4e2a\u5177\u5907\u7b56\u7565\u601d\u7ef4\u7684\u5408\u4f5c\u4f19\u4f34\u89d2\u8272\u3002\u5b83\u201c\u601d\u8003\u3001\u63a8\u8350\u5e76\u6784\u5efa\u201d\u7684\u6d41\u7a0b\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u7535\u5546\u89c6\u89c9\u8bbe\u8ba1\u7684\u7ecf\u9a8c\u77e5\u8bc6\uff08\u5982\u4f55\u79cd\u4ea7\u54c1\u9700\u642d\u914d\u4fe1\u606f\u56fe\u3001\u751f\u6d3b\u65b9\u5f0f\u56fe\uff09\u5c01\u88c5\u4e3a\u7b97\u6cd5\u903b\u8f91\u3002\u8fd9\u624d\u662f\u5176\u6f5c\u5728\u58c1\u5792\u6240\u5728\u2014\u2014\u5bf9\u7535\u5546\u8f6c\u5316\u903b\u8f91\u7684\u7406\u89e3\u6df1\u5ea6\uff0c\u51b3\u5b9a\u4e86\u8f93\u51fa\u7d20\u6750\u7684\u5546\u4e1a\u6548\u679c\uff0c\u800c\u975e\u4ec5\u4ec5\u7f8e\u5b66\u8d28\u91cf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u5176\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\u5df2\u4ece\u6280\u672f\u53ef\u884c\u6027\u8f6c\u5411\u4ea7\u54c1\u6210\u719f\u5ea6\u4e0e\u751f\u6001\u878d\u5408\u3002\u7528\u6237\u8be2\u95ee\u96c6\u6210\u4e0eAPI\uff0c\u8bf4\u660e\u5e02\u573a\u9700\u8981\u7684\u662f\u80fd\u5d4c\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u201c\u87ba\u4e1d\u9489\u201d\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u5b64\u7acb\u7684\u201c\u5e73\u53f0\u201d\u3002\u64cd\u4f5c\u6d41\u7a0b\u88ab\u6307\u7e41\u7410\uff0c\u5219\u63ed\u793a\u4e86\u201c\u667a\u80fd\u4ee3\u7406\u201d\u4f53\u9a8c\u8bbe\u8ba1\u7684\u901a\u75c5\uff1a\u5728\u8ffd\u6c42\u201c\u5468\u5168\u5f15\u5bfc\u201d\u4e0e\u201c\u6781\u81f4\u7b80\u6d01\u201d\u4e4b\u95f4\u96be\u4ee5\u6743\u8861\u3002\u521b\u59cb\u4eba\u56de\u590d\u4e2d\u900f\u9732\u7684\u201c\u4f18\u5316\u4e86\u5b9e\u7528\u5de5\u5177\u800c\u975e\u63d0\u793a\u8bcd\u73a9\u5177\u201d\u7684\u81ea\u6211\u8fa9\u62a4\uff0c\u6070\u6070\u70b9\u660e\u4e86\u5176\u4ea7\u54c1\u54f2\u5b66\u7684\u77db\u76fe\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u770b\uff0cMujo\u7684\u613f\u666f\u2014\u2014\u201c\u6bcf\u4e2a\u5546\u54c1\u62e5\u6709\u591a\u4e2a\u9ad8\u5ea6\u4e2a\u6027\u5316\u5217\u8868\u201d\u2014\u2014\u610f\u5473\u7740\u5b83\u5fd7\u5728\u6210\u4e3a\u52a8\u6001\u5185\u5bb9\u4f18\u5316\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u4f46\u5176\u5f53\u524d\u9636\u6bb5\uff0c\u66f4\u52a1\u5b9e\u7684\u5b9a\u4f4d\u6216\u8bb8\u662f\u6210\u4e3a\u7535\u5546\u89c6\u89c9\u751f\u4ea7\u7684\u201c\u6807\u51c6\u5316\u6d41\u6c34\u7ebf\u201d\uff0c\u5148\u4ee5\u6781\u9ad8\u7684\u6027\u4ef7\u6bd4\u89e3\u51b3\u201c\u4ece\u65e0\u5230\u6709\u201d\u7684\u95ee\u9898\u3002\u80fd\u5426\u4ece\u201c\u6709\u7528\u201d\u8d70\u5411\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u53d6\u51b3\u4e8e\u5176AI\u5bf9\u7ec6\u5206\u54c1\u7c7b\u3001\u54c1\u724c\u8c03\u6027\u53ca\u5e73\u53f0\u7b97\u6cd5\u504f\u597d\u7684\u5b66\u4e60\u8fdb\u5316\u901f\u5ea6\uff0c\u4ee5\u53ca\u5176\u751f\u6001\u8fde\u63a5\u80fd\u529b\u7684\u5f3a\u5f31\u3002\u5728AIGC\u5de5\u5177\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u805a\u7126\u5782\u76f4\u573a\u666f\u662f\u660e\u667a\u7684\uff0c\u4f46\u5782\u76f4\u9886\u57df\u7684\u6df1\u5ea6\u4e0e\u7075\u6d3b\u6027\uff0c\u5c06\u51b3\u5b9a\u5176\u5929\u82b1\u677f\u7684\u9ad8\u5ea6\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Mujo AI <\/span>\n <\/div>\n<div class=\"comment-content\">Generate ecom product images and copy in minutes. The AI design agent thinks, recommends, and builds tailored visuals and text for you. Fully editable, personalized, and ready to boost sales. It’s a conversion-focused system built around ecom best practices.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\udc4b Hey Product Hunt!<br \/>\nI\u2019m Nikolai, founder of Mujo AI.<\/p>\n<p> We built Mujo because we believe every product deserves beautiful, professional images and compelling copy, without hiring designers or learning complex tools.<\/p>\n<p>\u23f3 Before Mujo, creating a full set of visuals for a product listing was expensive, slow, and often out of reach for side-hustlers, freelancers, or small brands.<br \/>\nWe wanted to change that. Upload a photo and let Mujo, your AI design agent, analyze, guide, and instantly deliver ready-to-use designs and copy for any marketplace or e-commerce store.<\/p>\n<p>\ud83d\ude80 What\u2019s new?<br \/>\n\u2022 Mujo isn\u2019t just a single-image generator-it creates a cohesive set of product visuals (infographics, lifestyle, cutouts), adapts to your brand style, and lets you bulk-manage entire catalogues.<br \/>\n\u2022 It\u2019s not only for e-commerce sellers, we see designers, marketers, and new creators using Mujo to test ideas, win clients, and save hours.<\/p>\n<p>\ud83c\udf1f What I\u2019m most proud of:<br \/>\nMujo makes pro-level design accessible for everyone. No crazy budgets, no advanced skills.<br \/>\nWhat once cost hundreds of dollars per listing, or took days of manual design, now takes minutes and is accessible to anyone.<br \/>\nWith our Free Plan, you can test Mujo risk-free. And as you scale, the price per set of ready-made visuals drops dramatically.<\/p>\n<p>\ud83d\udd2e We believe that in the future, every product will have multiple, highly-personalized listings, making shopping more relevant for buyers, and helping every creator or seller test, iterate, and grow faster.<\/p>\n<p>\ud83d\ude4f Thanks so much for checking out Mujo AI ! We\u2019re here for your questions and feedback!<\/p>\n<p>Nikolai<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have tried Mujo before. Its really awesome tool for the ecom entrepreneurs out there. Pretty essential I’d say! Also, I admire the landing page design you guys have. Really interesting! Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@nikolai_muravev\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"nikolai_muravev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikolai_muravev<\/a> <a href=\"https:\/\/www.producthunt.com\/@marina_sysoeva\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marina_sysoeva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marina_sysoeva<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marina_sysoeva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marina_sysoeva<\/a> <a href=\"https:\/\/www.producthunt.com\/@lakshya_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lakshya_singh<\/a> <\/p>\n<p>Thanks so much! Feels a bit surreal to finally be live\u2014both exciting and a little nerve-wracking. \ud83d\ude0a<br \/>Really appreciate you trying Mujo early and the kind words about the landing page.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>“Lovable for Product Listings”, if I may \ud83d\ude0a\ud83d\ude80<br \/>Haven’t seen this exact idea before!<br \/>Congratulations on your launch and I’m sure it’ll go amazing!<br \/>Are there integrations with existing e-commerce platforms? How does export\/import work?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Really appreciate it. thank you!<br \/>Integrations yes. first connectors are already built and in testing with a few major platforms. We expect the first wave to roll out in the next couple of weeks. (Our users\u2026 ahem\u2026 strongly \u201cencouraged\u201d us to raise the priority on this ))<\/p>\n<p>Export\/Import today its one-click download. <\/p>\n<ul>\n<li>\n<p>download all images,<\/p>\n<\/li>\n<li>\n<p>copy titles, bullets, and descriptions as CSV,<\/p>\n<\/li>\n<li>\n<p>Zip (images+copy)<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I really love your presentation, everything is very clear. It seems like the product works this simply too. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> <\/p>\n<p>Clarity was the north star . upload one product photo \u2192 get a full set of marketplace-ready visuals + copy. Many thanks<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It\u2019s a great feature\u2014do you offer an API for it?<br \/>I gave it a quick try, and there\u2019s a bit too much to fill in; I\u2019m hoping it can be made more intelligent and streamlined.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@stellawwwwwww\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"stellawwwwwww\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stellawwwwwww<\/a> <\/p>\n<p>Thanks for the thoughtful take. API is in the works and we\u2019re close:) happy to add you to early access and send docs as soon as it opens.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@stellawwwwwww\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stellawwwwwww<\/a> <\/p>\n<p>On the flow, you\u2019re right: we optimized for a real working tool with agent guidance rather than a \u201cprompt toy,\u201d which made the five-step quiz feel a bit dense. We\u2019ve been heads-down on this for a long time, so our eyes are probably a bit too close to it. If you can share which step felt most confusing, please please please tell us here. I can also add extra credits so you can try the streamlined flow\ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Mujo AI looks amazing! That one-photo-to-complete-set feature is a game changer. How does it handle different product lighting in the initial photo?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GA3ND6C7QDGYUT\" class=\"app-title\">Brill<\/a><\/p>\n<div class=\"one-liner\">Language at your fingertips<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">137<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Brill\u662f\u4e00\u6b3e\u901a\u8fc7\u4e3b\u5c4f\u5e55\u548c\u9501\u5c4f\u5c0f\u7ec4\u4ef6\u63d0\u4f9b\u9ad8\u9891\u8bcd\u6c47\u66dd\u5149\u7684\u8bed\u8a00\u5b66\u4e60\u5e94\u7528\uff0c\u5728\u7528\u6237\u65e5\u5e38\u788e\u7247\u5316\u4f7f\u7528\u624b\u673a\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u8bed\u8a00\u5b66\u4e60\u9700\u8981\u4e13\u95e8\u6295\u5165\u65f6\u95f4\u548c\u7cbe\u529b\u3001\u96be\u4ee5\u575a\u6301\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/52385293-60e0-4840-a9ec-93dda233643d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/773e245d-d3a2-40b9-98cb-bf1426193f3e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3437de78-9f4f-483f-aa00-8e5f71990eac.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/742e5975-422c-4d6d-9e3a-263ba80203d8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/debac75b-8fbe-4244-8a65-7678ce3c18ca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03661baf-853f-4567-831c-9b340d534ba3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Education<\/span><br \/>\n <span class=\"tag\">Languages<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u8bcd\u6c47\u79ef\u7d2f<\/span><br \/>\n <span class=\"tag\">\u5fae\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u5c0f\u7ec4\u4ef6\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u88ab\u52a8\u66dd\u5149<\/span><br \/>\n <span class=\"tag\">\u4e3b\u52a8\u56de\u5fc6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8bcd\u5e93<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u65e0\u611f\u5b66\u4e60\u201d\u7406\u5ff5\u548c\u5c0f\u7ec4\u4ef6\u8bbe\u8ba1\u7684\u4fbf\u6377\u6027\uff0c\u5bf9\u6a21\u7cca\u7ffb\u8bd1\u548c\u81ea\u5b9a\u4e49\u8bcd\u6c47\u529f\u80fd\u8868\u793a\u80af\u5b9a\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5e0c\u671b\u589e\u52a0\u66f4\u79d1\u5b66\u7684\u95f4\u9694\u91cd\u590d\u7b97\u6cd5\u3001\u597d\u5947\u5bf9\u5b57\u7b26\u578b\u8bed\u8a00\uff08\u5982\u65e5\u8bed\uff09\u7684\u9002\u914d\u7ec6\u8282\u3001\u8be2\u95ee\u4e0e\u5176\u4ed6\u5b66\u4e60\u5e94\u7528\u7684\u540c\u6b65\u53ef\u80fd\u6027\uff0c\u4ee5\u53ca\u5173\u6ce8\u8bcd\u6c47\u5206\u7ea7\u4e0e\u7528\u6237\u6c34\u5e73\u7684\u5339\u914d\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Brill\u7684\u4ea7\u54c1\u54f2\u5b66\u662f\u53cd\u201c\u523b\u610f\u7ec3\u4e60\u201d\u7684\uff0c\u5b83\u8bd5\u56fe\u5c06\u5b66\u4e60\u884c\u4e3a\u4ece\u201c\u4efb\u52a1\u201d\u964d\u7ef4\u6210\u201c\u73af\u5883\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u6559\u5b66\u6548\u7387\u2014\u2014\u5b83\u4e0d\u63d0\u4f9b\u7cfb\u7edf\u6027\u7684\u8bed\u6cd5\u6216\u542c\u8bf4\u8bad\u7ec3\u2014\u2014\u800c\u5728\u4e8e\u4ee5\u8fd1\u4e4e\u96f6\u6210\u672c\u7684\u65b9\u5f0f\uff0c\u7ef4\u7cfb\u7528\u6237\u4e0e\u76ee\u6807\u8bed\u8a00\u4e4b\u95f4\u6700\u8106\u5f31\u7684\u8fde\u63a5\uff1a\u6301\u7eed\u63a5\u89e6\u3002\u901a\u8fc7\u5360\u636e\u9501\u5c4f\u548c\u4e3b\u5c4f\u8fd9\u4e24\u4e2a\u6570\u5b57\u6ce8\u610f\u529b\u5fc5\u4e89\u4e4b\u5730\uff0c\u5b83\u5c06\u8bcd\u6c47\u66dd\u5149\u8f6c\u5316\u4e3a\u4e00\u79cd\u88ab\u52a8\u63a5\u6536\u7684\u4fe1\u606f\u6d41\uff0c\u5de7\u5999\u5229\u7528\u4e86\u201c\u5355\u7eaf\u66dd\u5149\u6548\u5e94\u201d\u8fd9\u4e00\u5fc3\u7406\u5b66\u539f\u7406\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u7684\u6df1\u5c42\u77db\u76fe\u4e5f\u968f\u4e4b\u6d6e\u73b0\u3002\u9996\u5148\uff0c\u5176\u6548\u679c\u9ad8\u5ea6\u4f9d\u8d56\u7528\u6237\u7684\u81ea\u4e3b\u7b5b\u9009\u4e0e\u5b9a\u5236\u80fd\u529b\uff0c\u5bf9\u4e8e\u521d\u5b66\u8005\u800c\u8a00\uff0c\u4ece\u6d77\u91cf\u8bcd\u6c47\u4e2d\u7504\u9009\u201c\u6709\u7528\u201d\u8bcd\u6c47\u672c\u8eab\u5373\u6210\u95e8\u69db\uff0c\u6240\u8c13\u7684\u201c\u4e2a\u6027\u5316\u201d\u53ef\u80fd\u524d\u7f6e\u4e86\u8ba4\u77e5\u8d1f\u8377\u3002\u5176\u6b21\uff0c\u201c\u66dd\u5149\u201d\u4e0e\u201c\u638c\u63e1\u201d\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u9e3f\u6c9f\uff0c\u7f3a\u4e4f\u4e3b\u52a8\u751f\u6210\u3001\u8bed\u5883\u8fd0\u7528\u548c\u7cbe\u51c6\u7ea0\u9519\u673a\u5236\uff0c\u5bb9\u6613\u9677\u5165\u201c\u4f3c\u66fe\u76f8\u8bc6\u201d\u7684\u8ba4\u77e5\u5e7b\u89c9\uff0c\u5176\u5b66\u4e60\u6df1\u5ea6\u5b58\u7591\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u95f4\u9694\u91cd\u590d\u548c\u8fdb\u5ea6\u8ddf\u8e2a\u7684\u63d0\u95ee\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u5176\u4f5c\u4e3a\u5b66\u4e60\u5de5\u5177\u5728\u65b9\u6cd5\u8bba\u4e0a\u7684\u8584\u5f31\u73af\u8282\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cBrill\u66f4\u50cf\u4e00\u4e2a\u201c\u8bed\u8a00\u5b66\u4e60\u8f85\u52a9\u73af\u5883\u201d\u6216\u201c\u8bb0\u5fc6\u7ef4\u6301\u5de5\u5177\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5b8c\u6574\u7684\u6559\u5b66\u65b9\u6848\u3002\u5b83\u7684\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u7528\u6237\u662f\u5426\u5df2\u5177\u5907\u4e00\u4e2a\u4e3b\u52a8\u7684\u8bed\u8a00\u5b66\u4e60\u4f53\u7cfb\uff08\u5982\u8bfe\u5802\u3001\u5176\u4ed6App\uff09\uff0c\u800c\u5b83\u81ea\u8eab\u5219\u626e\u6f14\u4e86\u586b\u8865\u788e\u7247\u65f6\u95f4\u3001\u9632\u6b62\u8bcd\u6c47\u9057\u5fd8\u7684\u201c\u7c98\u5408\u5242\u201d\u89d2\u8272\u3002\u5176\u5546\u4e1a\u524d\u666f\u6216\u8bb8\u4e0d\u5728\u4e8e\u98a0\u8986\u4e3b\u6d41\u5b66\u4e60\u5e94\u7528\uff0c\u800c\u5728\u4e8e\u6210\u4e3a\u5b83\u4eec\u7684\u8f7b\u91cf\u7ea7\u4e92\u8865\u54c1\uff0c\u6216\u8005\u670d\u52a1\u4e8e\u90a3\u4e9b\u4ec5\u60f3\u7ef4\u6301\u8bed\u611f\u3001\u4e0d\u8ffd\u6c42\u7cbe\u901a\u7684\u4e2d\u8f7b\u5ea6\u5b66\u4e60\u8005\u3002\u4ea7\u54c1\u4e0b\u4e00\u6b65\u7684\u5173\u952e\uff0c\u662f\u5982\u4f55\u5728\u4fdd\u6301\u201c\u65e0\u538b\u201d\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u5f15\u5165\u66f4\u7cbe\u7ec6\u7684\u8bb0\u5fc6\u79d1\u5b66\u6a21\u578b\uff0c\u5c06\u968f\u673a\u7684\u201c\u66dd\u5149\u201d\u5347\u7ea7\u4e3a\u667a\u80fd\u7684\u201c\u5e72\u9884\u201d\uff0c\u5426\u5219\u53ef\u80fd\u6c38\u8fdc\u505c\u7559\u5728\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u5c42\u9762\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Brill<\/span>\n <\/div>\n<div class=\"comment-content\">Brill is a vocabulary-first language learning app built for real life. It doesn\u2019t teach through lessons or exercises. Instead, Brill helps you build vocabulary through repeated exposure \u2014 on your Home Screen and Lock Screen. It supports 15 languages and focuses on useful, real-world words. Customize what you see, add your own vocabulary, filter by topic, and blur translations for active recall. Lightweight and distraction-free, Brill turns everyday phone glances into steady language progress.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! <\/p>\n<p>I originally built Brill almost 4 years ago as a small side project because I wanted a simpler way to stay exposed to vocabulary every day. Over time, I kept coming back to it \u2014 and recently decided to fully relaunch it with a lot more polish and features. <\/p>\n<p>Brill focuses on repeated exposure through Home screen and Lock screen widgets. You can choose light, dark, or clear widget styles, control how often words refresh, tap to cycle words instantly, and blur translations to test recall. You can also add your own custom vocabulary, filter words by tags or topics, and tailor everything to what you actually want to learn.<\/p>\n<p>Some of these features are part of Brill Pro, but the free plan is more than enough to get started and learn from all 15 supported languages: Japanese, Korean, Cantonese, Mandarin, Hokkien, Filipino, French, German, Italian, Malay, Portuguese, Spanish, Swedish, Danish, and Dutch.<\/p>\n<p>Would love to hear your thoughts \u2014 what\u2019s working, what could be better, or what you\u2019d want to see next. I\u2019ve also got a Discord for anyone who wants to help shape where the app goes: <a href=\"https:\/\/discord.gg\/E5VcWyBR6j\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/discord.gg\/E5VcWyBR6j<\/a><\/p>\n<p>Learn more on the website: <a href=\"https:\/\/www.brillapp.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.brillapp.com\/<\/a><br \/>\nDownload the app: <a href=\"https:\/\/apps.apple.com\/us\/app\/brill-app\/id1597979986\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/br…<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@addisonschultz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@addisonschultz<\/a> Love the philosophy behind this exposure over effort. The ability to blur translations + add personal vocab feels like a great balance between passive learning and active recall. Excited to see how Brill evolves from here.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this, such a great way to learn without noticing<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a brilliant app! You end up picking up a language almost without trying. I find this especially useful when you\u2019re in a foreign country – seeing the same words pop up everywhere really helps them stick.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@raveena_prabakaran\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raveena_prabakaran<\/a> Glad you\u2019re finding it useful! What language are you learning?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What I like about this app is that users can add their own vocabulary that fits their background. This makes users more proactive and engaged, which could potentially lead to faster language learning.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thanks for the feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your re-launch. Are you planning to add more functionality? Or sync it in any way with existing language learning apps? I mean, how does it know which word to show, how does it track your progress?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Great question – I want to look into adding better spaced repetition methods to the widget. But right now, you\u2019re able to toggle on\/off words in a given language (or add new ones!) to tailor the words you need to learn\/already know \ud83d\udc4d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Brill looks amazing! Love the idea of learning vocab right on my home screen. Super curious, how does the blurring feature work with different character-based languages like Japanese?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ll definitely give this a spin over the holidays! <\/p>\n<p>Best of luck this launch, I’m following closely behind on #11 so let’s both make that top 10 today \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The widget part is awesome! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/brill\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"brill\" target=\"_blank\" rel=\"noopener\">@Brill<\/a> Love the micro-learning approach through daily passive exposure on lock\/home screen. behavioral psychology done right. Question: how do you balance vocabulary relevance (teaching words actually used) with the complexity of different proficiency levels across 15 languages? What’s your retention\/daily active rate looking like?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Lock screen drip feed is my pace. Feels like something I\u2019ll actually use between texts. Top 1000 is a solid start. The blur recall trick sounds nice. I\u2019ll add my own words and try it with German on coffee breaks.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Thanks for checking it out! Appreciate you stopping by, let me know if you have any feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/2OGLFGBWDK4IVJ\" class=\"app-title\">Sliq<\/a><\/p>\n<div class=\"one-liner\">Automated data cleaning, in minutes, not hours or days.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">121<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u9a71\u52a8\u7684\u81ea\u52a8\u5316\u6570\u636e\u6e05\u6d17\u5de5\u5177\uff0c\u4e3a\u6570\u636e\u5de5\u7a0b\u5e08\u548c\u5206\u6790\u5e08\u89e3\u51b3\u6570\u636e\u9884\u5904\u7406\u8017\u65f6\u8fc7\u957f\uff08\u901a\u5e38\u536070-80%\u65f6\u95f4\uff09\u7684\u75db\u70b9\uff0c\u80fd\u5728\u6570\u5206\u949f\u5185\u5c06\u539f\u59cb\u6742\u4e71\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u4f9b\u5206\u6790\u4f7f\u7528\u7684\u6570\u636e\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/050b982c-a9db-480b-bad3-df8128934974.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/751cb25d-da60-41ce-b1cc-119fe1cb9e15.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data & Analytics<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u636e\u6e05\u6d17<\/span><br \/>\n <span class=\"tag\">AI\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9884\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u79d1\u5b66<\/span><br \/>\n <span class=\"tag\">\u673a\u5668\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u6570\u636e\u6e05\u6d17\u81ea\u52a8\u5316\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u201c\u5c0a\u91cd\u65f6\u95f4\u201d\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u5982\u4f55\u5904\u7406\u975e\u7ed3\u6784\u5316\u6570\u636e\u3001\u80fd\u5426\u96c6\u6210\u5230\u73b0\u6709\u6570\u636e\u7ba1\u9053\u3001\u4ee5\u53ca\u5bf9\u81ea\u52a8\u4fee\u6b63\u7ed3\u679c\u7684\u7f6e\u4fe1\u5ea6\u4e0e\u5ba1\u6838\u673a\u5236\u7684\u9700\u6c42\u3002\u521b\u59cb\u4eba\u56de\u590d\u786e\u8ba4\u652f\u6301\u901a\u8fc7Python\u5e93\u96c6\u6210\u548c\u7528\u6237\u6307\u4ee4\u63d0\u4f9b\u989d\u5916\u4e0a\u4e0b\u6587\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Sliq\u5207\u5165\u7684\u662f\u6570\u636e\u79d1\u5b66\u5de5\u4f5c\u6d41\u4e2d\u516c\u8ba4\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u2014\u2014\u6570\u636e\u6e05\u6d17\u3002\u5176\u5ba3\u79f0\u7684\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u201d\u662f\u6838\u5fc3\u5356\u70b9\uff0c\u4e5f\u662f\u6700\u5927\u6311\u6218\u3002\u5b83\u8bd5\u56fe\u8d85\u8d8a\u57fa\u4e8e\u56fa\u5b9a\u89c4\u5219\u7684\u811a\u672c\uff0c\u901a\u8fc7\u7406\u89e3\u6570\u636e\u8bed\u4e49\uff08\u5982\u91d1\u878d\u3001\u533b\u7597\u9886\u57df\uff09\u8fdb\u884c\u667a\u80fd\u6e05\u6d17\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u7528\u5927\u6a21\u578b\u80fd\u529b\u89e3\u51b3\u4e00\u4e2a\u9ad8\u5ea6\u4e13\u4e1a\u5316\u3001\u4f9d\u8d56\u9886\u57df\u77e5\u8bc6\u7684\u4efb\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ef7\u503c\u4e0d\u5728\u4e8e\u6982\u5ff5\u65b0\u9896\uff08\u81ea\u52a8\u5316\u6570\u636e\u6e05\u6d17\u5e76\u975e\u65b0\u4e8b\u7269\uff09\uff0c\u800c\u5728\u4e8e\u5176\u5b9e\u73b0\u7684\u201c\u6cdb\u5316\u667a\u80fd\u201d\u7a0b\u5ea6\u3002\u5982\u679c\u5176AI\u771f\u80fd\u51c6\u786e\u7406\u89e3\u591a\u9886\u57df\u6570\u636e\u7684\u4e1a\u52a1\u903b\u8f91\u5e76\u505a\u51fa\u53ef\u9760\u4fee\u6b63\uff0c\u90a3\u5b83\u5c06\u628a\u6570\u636e\u79d1\u5b66\u5bb6\u4ece\u7e41\u91cd\u7684\u3001\u91cd\u590d\u6027\u7684\u6570\u636e\u89c4\u6574\u4e2d\u90e8\u5206\u89e3\u653e\u51fa\u6765\uff0c\u63d0\u5347\u7684\u662f\u6574\u4e2a\u5206\u6790\u6d41\u7a0b\u7684\u539f\u59cb\u6548\u7387\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u662f\u98ce\u9669\u6240\u5728\uff1a\u5bf9\u4e8e\u590d\u6742\u3001\u4e13\u4e1a\u6216\u654f\u611f\u6570\u636e\uff0cAI\u7684\u201c\u7406\u89e3\u201d\u662f\u5426\u8db3\u591f\u53ef\u9760\uff1f\u4e00\u4e2a\u9519\u8bef\u7684\u201c\u81ea\u52a8\u5316\u4fee\u6b63\u201d\u53ef\u80fd\u5bfc\u81f4\u5206\u6790\u7ed3\u8bba\u5357\u8f95\u5317\u8f99\u3002\u5f53\u524d\u9636\u6bb5\uff0c\u5b83\u66f4\u53ef\u80fd\u80dc\u4efb\u7684\u662f\u683c\u5f0f\u7edf\u4e00\u3001\u660e\u663e\u7f3a\u5931\u503c\u5904\u7406\u7b49\u4e2d\u4f4e\u98ce\u9669\u4efb\u52a1\uff0c\u5145\u5f53\u4e00\u540d\u9ad8\u6548\u7684\u201c\u521d\u7ea7\u6570\u636e\u52a9\u7406\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u7684\u5173\u6ce8\u70b9\u5df2\u4ece\u201c\u662f\u5426\u81ea\u52a8\u5316\u201d\u6df1\u5165\u5230\u201c\u5982\u4f55\u63a7\u5236\u81ea\u52a8\u5316\u201d\uff08\u5982\u63d0\u4f9b\u6307\u4ee4\u3001\u5ba1\u6838\u673a\u5236\uff09\uff0c\u8fd9\u63ed\u793a\u4e86\u5e02\u573a\u5bf9AI\u5de5\u5177\u7684\u771f\u5b9e\u671f\u5f85\uff1a\u4e0d\u662f\u9ed1\u7bb1\u9b54\u6cd5\uff0c\u800c\u662f\u53ef\u63a7\u3001\u53ef\u89e3\u91ca\u7684\u589e\u5f3a\u667a\u80fd\u3002Sliq\u63d0\u4f9bPython API\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u8fd9\u4f7f\u5176\u80fd\u5d4c\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u53c8\u4e00\u4e2a\u5b64\u7acb\u7684SaaS\u754c\u9762\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u201c\u5168\u81ea\u52a8\u201d\u7684\u8bf1\u60d1\u4e0e\u201c\u53ef\u63a7\u5236\u201d\u7684\u52a1\u5b9e\u9700\u6c42\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u5e76\u5efa\u7acb\u8d77\u7528\u6237\u5bf9\u5176AI\u5224\u65ad\u529b\u7684\u4fe1\u4efb\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u5728\u5f7b\u5e95\u624b\u52a8\u6e05\u6d17\u4e0e\u7f16\u5199\u5b9a\u5236\u811a\u672c\u4e4b\u95f4\u7684\u53c8\u4e00\u4e2a\u8fc7\u6e21\u6027\u5c1d\u8bd5\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Sliq<\/span>\n <\/div>\n<div class=\"comment-content\">Fast and accurate AI data cleaning for engineers and analysts. Sliq auto-fixes formats, missing values, and schema issues. Get analysis-ready data, in minutes \u2014 not hours or days.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hi Product Hunt! \ud83d\udc4b<\/strong><\/p>\n<p>I\u2019m Daniel, the founder of Sliq!<\/p>\n<\/p>\n<p>What if Your Data <strong>Cleaned Itself<\/strong>?<\/p>\n<p>This is the question we asked.<\/p>\n<p>Our answer: <strong>Sliq<\/strong>.<\/p>\n<\/p>\n<p><strong>The Problem: The “Janitor Work” of Data Science<\/strong><\/p>\n<p>If you work with data, you know the painful reality: Data Analysts and Scientists often spend <strong>70-80% of their time<\/strong> just cleaning data.<\/p>\n<p>Instead of training models, testing hypotheses, or uncovering the narrative hidden in the numbers, we are stuck fixing date formats, hunting down typos, and patching missing values.<\/p>\n<p>It\u2019s the “janitor work” of data science – it kills our momentum, and everyone hates it.<\/p>\n<\/p>\n<p><strong>The Solution: Data cleaning that understands context<\/strong><\/p>\n<p>Sliq is an AI-powered tool that automates this process.<\/p>\n<p>Unlike standard cleaning scripts that just apply rigid rules, <strong>Sliq understands the context and the domain of your data.<\/strong><\/p>\n<p>When you upload a dataset, Sliq analyzes the semantic context (whether it’s financial records, e-commerce logs, or medical data) to understand what the data <em>should<\/em> look like.<\/p>\n<p>It diagnoses the specific quality issues and builds a <strong>tailor-made cleaning plan<\/strong> specifically for your dataset.<\/p>\n<\/p>\n<p><strong>Why Sliq?<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Context-Aware:<\/strong> It detects errors based on the context and the domain of the data, not just rigid rules.<\/p>\n<\/li>\n<li>\n<p><strong>Tailored Pipelines:<\/strong> No generic fixes. It builds a cleaning plan tailored for <em>your<\/em> specific dataset.<\/p>\n<\/li>\n<li>\n<p><strong>Speed:<\/strong> Go from messy raw CSV to analysis-ready data in minutes, not hours or days.<\/p>\n<\/li>\n<\/ul>\n<p><strong>We are in Beta!<\/strong><\/p>\n<p>We are launching the website in Public Beta today, and it is <strong>completely FREE<\/strong> to try right now. More advanced features and higher cleaning limits are coming in the full version soon.<\/p>\n<\/p>\n<p>I\u2019d love for you to try it at <a href=\"https:\/\/sliqdata.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/sliqdata.com<\/a>.<\/p>\n<p>We need your feedback to make the AI even smarter!<\/p>\n<p>I\u2019ll be here all day answering questions.<\/p>\n<\/p>\n<p>Cheers, Daniel<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_d7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_d7<\/a>Love how Sliq focuses on making data usable without forcing teams into complex pipelines or constant back-and-forth between tools.<br \/>Feels especially valuable for teams that want faster decisions without heavy setup overhead.<br \/>Congrats on the launch!! excited to see how teams adopt this in real workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your launch. This kind of automation actually respects my time. Data work feels less exhausting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nitesh_kumar98\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nitesh_kumar98<\/a> Hi Nitesh,<br \/>Thanks for checking out Sliq!<br \/>Time is the reason we created Sliq.<br \/>Data Analysts and Data Scientists jokingly say that data cleaning takes up to 80% of their time, so we decided to fix it and free their time to do something more impactful, like finding actual business insights in the data.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch!<br \/>This is indeed a very complex task, data cleaning. From my experience it requires a lot of domain expertise. Are there any ways to give additional context to “cleaning gnomes”?<br \/>Also, are there any ways to set this up as a part of pipeline? I would imagine “one off” cleaning jobs would be rare.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hi Anton!<br \/>Thanks for checking out Sliq.<br \/>The answer to your questions is <strong>yes<\/strong> and <strong>yes!<\/strong><\/p>\n<p>Question 1: <strong>Are there any ways to give additional context to “cleaning gnomes”<\/strong><\/p>\n<p>Answer 1: On the “Start Cleaning” page, located at the bottom of the page, you will find a “<strong>User Instructions<\/strong>” field.<br \/>There, you can add instructions to steer the cleaning gnomes in the right direction.<br \/>If you want to give them more context about the dataset or the field, you can use the <strong>Dataset description, Dataset purpose, <\/strong>and the <strong>Column Guide <\/strong>fields.<\/p>\n<\/p>\n<p>Question 2: <strong>Are there any ways to set this up as a part of the pipeline?<\/strong><br \/>Answer 2: Yes, you can use our Python library. Download it using:<\/p>\n<pre><code>pip install sliq<\/code><\/pre>\n<p>The code to use this library is very simple. Scroll to the bottom of the landing page, and you can see examples of code for all the file types and datasets we support.<\/p>\n<\/p>\n<p>If you need any other file types or integration that we currently don’t support, write to me, and I’ll do my best.<\/p>\n<\/p>\n<p>To use the library, you first need to get your API key.<br \/>You can find it in the account page of the dashboard.<\/p>\n<p>To get registered for free, sign up <a href=\"https:\/\/sliqdata.com\/auth\/signup\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">here<\/a><\/p>\n<\/p>\n<p>Happy Cleaning!<br \/>Daniel.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@daniel_d7\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"daniel_d7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_d7<\/a> congrats on the launch!<\/p>\n<\/p>\n<p>How does Sliq handle messy or unstructured datasets?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>@byalexai <br \/>Hey Aleksandar<\/p>\n<p>Thanks a lot for your support!!!<\/p>\n<p>You asked a great question.<\/p>\n<p>When it comes to messy or unstructured data, Sliq doesn\u2019t apply one generic set of rules. Instead, it looks at the context of each dataset, things like column meanings, value patterns, relationships between fields, and obvious inconsistencies, and then builds a tailor-made cleaning plan specifically for that dataset.<\/p>\n<p>So rather than forcing your data to fit a predefined template, it adapts the cleaning steps to what the data is actually trying to represent. That\u2019s what lets it handle real-world messiness instead of just \u201ctextbook\u201d datasets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looking forward to see the results, wishing you good luck after the extensive preparation! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thanks, Nika!<br \/>You know it like no other how much I worked towards this launch, and I can say that people are already using it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>love this. data cleaning is one of those things everyone hates but has to do every single day. would be amazing to see things like confidence levels on auto-fixes or a quick \u201creview and approve\u201d mode. congrats on the launch and best of luck today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> Hi Samet,<\/p>\n<p>Thanks for the comment.<\/p>\n<p>Indeed, data cleaning is a big problem we all face, and it takes so so much valuable time.<\/p>\n<p>This is why we build Sliq.<\/p>\n<p>About the things you’ve suggested, I will add them to the to-do list.<\/p>\n<p>I would love to talk to you and see what other things and features can be helpful when doing data cleaning.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Sliq looks amazing! Auto-fixing formats is a game changer. How does it handle inconsistencies in categorical data like state abbreviations, is there a fuzzy matching component?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/74UC3INU7MB3NG\" class=\"app-title\">Voice Mate – AI powered Voicemail<\/a><\/p>\n<div class=\"one-liner\">Missed calls answered, summarized, and delivered instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">119<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Voice Mate\u662f\u4e00\u6b3eAI\u8bed\u97f3\u90ae\u4ef6\u52a9\u624b\uff0c\u80fd\u5728\u7528\u6237\u6f0f\u63a5\u6765\u7535\u65f6\u81ea\u52a8\u63a5\u542c\u3001\u603b\u7ed3\u901a\u8bdd\u8981\u70b9\u5e76\u5373\u65f6\u63a8\u9001\u6458\u8981\uff0c\u6709\u6548\u89e3\u51b3\u4e86\u5546\u52a1\u4eba\u58eb\u53ca\u5fd9\u788c\u4e2a\u4f53\u5728\u7535\u8bdd\u6c9f\u901a\u4e2d\u6613\u9057\u6f0f\u5173\u952e\u4fe1\u606f\u3001\u9677\u5165\u53cd\u590d\u7535\u8bdd\u8ffd\u9003\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/42533e66-1500-4015-b74e-fa401f6ecf43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19c7bf5c-61c4-49f4-bcba-99790a465335.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4574446-644f-4357-b458-47e50e11e41d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8e7f1179-56d3-4615-a56a-8d0ed336b66e.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9e3942f-8f1b-4f04-9d7d-5de8e8ceda4a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b871d10c-a2d5-4f00-a3bc-2295dd79dbea.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/e1148f2b-673f-4a64-a04d-1b9c176983b8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=J033aSkNPQA\"><source src=\"https:\/\/www.youtube.com\/watch?v=J033aSkNPQA\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span><br \/>\n <span class=\"tag\">Cell Phone<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bed\u97f3\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u8bed\u97f3\u90ae\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6765\u7535\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u901a\u8bdd\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u514d\u6253\u6270\u901a\u4fe1<\/span><br \/>\n <span class=\"tag\">\u65e5\u7a0b\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86\u65e5\u5e38\u75db\u70b9\uff0c\u662f\u201c\u8bbe\u7f6e\u5373\u5fd8\u8bb0\u201d\u7684\u52a9\u624b\u3002\u6709\u6548\u53cd\u9988\u5305\u62ec\uff1a\u8d5e\u8d4f\u5176\u51cf\u8f7b\u5fc3\u667a\u8d1f\u62c5\uff1b\u8be2\u95ee\u662f\u5426\u53ef\u4ec5\u4fdd\u7559\u6587\u5b57\u8f6c\u5f55\u4ee5\u8282\u7701\u5b58\u50a8\u7a7a\u95f4\uff08\u5f00\u53d1\u8005\u56de\u5e94\u97f3\u9891\u72ec\u7acb\u5b58\u50a8\uff0c\u4e0d\u5360\u7528\u6237\u624b\u673a\u7a7a\u95f4\uff09\uff1b\u53e6\u6709\u521b\u59cb\u4eba\u4e3b\u52a8\u63d0\u53ca\u6280\u672f\u6808\u5e76\u5bfb\u6c42\u4e0e\u540c\u7c7b\u4ea7\u54c1\u4ea4\u6d41\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Voice Mate\u7684\u672c\u8d28\uff0c\u662f\u5c06\u975e\u540c\u6b65\u8bed\u97f3\u901a\u4fe1\u8fdb\u884c\u7ed3\u6784\u5316\u5904\u7406\u7684\u201c\u6536\u4ef6\u7bb1\u201d\u9769\u547d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u70ab\u6280\u7684AI\uff0c\u800c\u5728\u4e8e\u5145\u5f53\u4e86\u4e00\u4e2a\u667a\u80fd\u7f13\u51b2\u533a\u4e0e\u8fc7\u6ee4\u5668\uff0c\u5c06\u6df7\u4e71\u3001\u8017\u65f6\u4e14\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u8bdd\u4e92\u52a8\uff0c\u8f6c\u5316\u4e3a\u53ef\u5feb\u901f\u626b\u63cf\u3001\u5f52\u6863\u548c\u884c\u52a8\u7684\u7ed3\u6784\u5316\u6587\u672c\u3002\u8fd9\u76f4\u6307\u73b0\u4ee3\u901a\u4fe1\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u7535\u8bdd\u7684\u5f3a\u4fb5\u5165\u6027\u4e0e\u4fe1\u606f\u4f20\u9012\u7684\u4f4e\u6548\u7387\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u5c06\u65e5\u5386\u6574\u5408\u4e3a\u884c\u52a8\u51fa\u53e3\uff0c\u8ba9\u201c\u56de\u7535\u8bf7\u6c42\u201d\u76f4\u63a5\u8fdb\u5165\u65e5\u7a0b\u8868\uff0c\u8bd5\u56fe\u5f62\u6210\u4ece\u4fe1\u606f\u63a5\u6536\u5230\u4efb\u52a1\u521b\u5efa\u7684\u95ed\u73af\u3002\u7136\u800c\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u5176\u5f53\u524d\u7684\u5929\u82b1\u677f\u4e0e\u6f5c\u5728\u98ce\u9669\uff1a\u5b83\u5904\u7406\u7684\u662f\u201c\u5df2\u77e5\u6765\u7535\u201d\u7684\u6f0f\u63a5\u573a\u666f\uff0c\u5bf9\u4e8e\u5b8c\u5168\u964c\u751f\u7684\u63a8\u9500\u6216\u9a9a\u6270\u7535\u8bdd\uff0c\u5176\u6458\u8981\u4ef7\u503c\u6709\u9650\uff1b\u66f4\u6df1\u5c42\u5730\uff0c\u5b83\u5c06\u4eba\u7c7b\u8bed\u97f3\u4e2d\u4e30\u5bcc\u7684\u60c5\u7eea\u3001\u8bed\u8c03\u7b49\u975e\u6587\u672c\u4fe1\u606f\u5f7b\u5e95\u5265\u79bb\uff0c\u8fd9\u79cd\u9ad8\u5ea6\u538b\u7f29\u7684\u201c\u5e72\u8d27\u201d\u5728\u907f\u514d\u4fe1\u606f\u8fc7\u8f7d\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u4e22\u5931\u5173\u952e\u7684\u4e1a\u52a1\u7ebf\u7d22\u6216\u4eba\u60c5\u5473\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5bf9\u5176\u201c\u51cf\u8f7b\u5fc3\u667a\u8d1f\u62c5\u201d\u7684\u611f\u77e5\u6700\u4e3a\u5f3a\u70c8\uff0c\u8fd9\u5370\u8bc1\u4e86\u4ea7\u54c1\u5728\u201c\u8ba4\u77e5\u5378\u8f7d\u201d\u4e0a\u7684\u6210\u529f\u3002\u4f46\u5f00\u53d1\u8005\u5173\u4e8e\u97f3\u9891\u72ec\u7acb\u5b58\u50a8\u7684\u56de\u5e94\uff0c\u4e5f\u6697\u793a\u4e86\u7528\u6237\u5bf9\u9690\u79c1\u4e0e\u6570\u636e\u5b89\u5168\u7684\u6f5c\u5728\u62c5\u5fe7\u2014\u2014\u6240\u6709\u901a\u8bdd\u5f55\u97f3\u5747\u7ecf\u8fc7\u7b2c\u4e09\u65b9AI\u5904\u7406\u5e76\u5b58\u50a8\u4e8e\u4e91\u7aef\u3002\u5728\u6548\u7387\u63d0\u5347\u7684\u8bf1\u60d1\u4e0e\u901a\u4fe1\u9690\u79c1\u7684\u8ba9\u6e21\u4e4b\u95f4\uff0c\u7528\u6237\u5c06\u5982\u4f55\u957f\u671f\u6743\u8861\uff0c\u5c06\u662f\u51b3\u5b9a\u6b64\u7c7b\u4ea7\u54c1\u547d\u8fd0\u7684\u5173\u952e\u3002\u603b\u4f53\u800c\u8a00\uff0cVoice Mate\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u5782\u76f4\u573a\u666f\u5207\u5165\uff0c\u4f46\u5176\u957f\u671f\u53d1\u5c55\u5fc5\u987b\u76f4\u9762\u4fe1\u4efb\u6784\u5efa\u3001\u4fe1\u606f\u4fdd\u771f\u5ea6\u4e0e\u751f\u6001\u6574\u5408\u7684\u66f4\u6df1\u5c42\u6311\u6218\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Voice Mate – AI powered Voicemail<\/span>\n <\/div>\n<div class=\"comment-content\">With Voice Mate, calls are handled like never before. Your personalized AI gathers the reason for the call, who’s calling and if a callback is expected, and sends you a summary right to your phone. Connected to your calendar Voice Mate will add callback requests straight to your agenda<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>We\u2019ve spent months building Voice Mate, testing it, and making pretty much every mistake a solo founder can make\u2026 and then some \ud83d\ude05. The result? An AI sidekick that answers your calls, takes notes, and gives you the full scoop: who called, why, and whether you actually need to pick up. Basically, it\u2019s like having a personal assistant who never sleeps, never complains, and doesn\u2019t judge your voicemail greetings.<\/p>\n<p>Life\u2019s too short for missed calls, phone tag, and scribbled notes you forget five minutes later. We made Voice Mate so you can skip the chaos and get the info you need\u2014fast.<\/p>\n<p>We\u2019d love for you to give it a try, and to make it extra fun, we\u2019re giving Product Hunters a special discount coupon. Go ahead, see if it can handle your calls better than you do\u2014and maybe finally give your voicemail a break. Sign up with code PRODUCTHUNT for a month free<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_van_doorn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_van_doorn<\/a> I like how this quietly removes mental load instead of adding another app to manage <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this – Voice Mate nails a real everyday pain point by turning missed calls into clear, actionable summaries. Feels like a true \u201cset it and forget it\u201d assistant for real life.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@digitalpreetam\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@digitalpreetam<\/a> Hero! Thanks for your support<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on finishing and launching your product!<\/p>\n<p>Voice Inbox for 2025! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> thanks for the support! Let’s go eradicate all unsollicited spam. Whether its voice, email or mail. My peace and quite is priceless. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi, It sounds like a great product. I have a question or potential feature suggestion if it is not already included. <\/p>\n<\/p>\n<p>Is there a way to make voicemails automatically delete the audio files and give a transcript and summary only so you don’t run out of space for voicemails? I think that would be a great feature if it is not already included in VoiceMate.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@scott_mcmahan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@scott_mcmahan<\/a> Hey Scott, first of all thanks for the support!<\/p>\n<\/p>\n<p>To answher your question: I store all the audio for you, so no need to worry about running out of space. Voice mate intercepts the entire call and reroutes it to your own dedicated Voice Mate phone number. So it will never add to the box of your carrier. I have more than 100 voicemails in my app right now and 0 delay. <\/p>\n<\/p>\n<p>Give it a shot with the PRODUCTHUNT coupon code, first month is on me \ud83d\ude18<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a really cool idea! How have I never thought of this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Shoutout to <a href=\"https:\/\/www.producthunt.com\/@dan_goosewin\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"dan_goosewin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dan_goosewin<\/a> our app runs on <a href=\"https:\/\/www.producthunt.com\/products\/vapi\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"vapi\" target=\"_blank\" rel=\"noopener\">@Vapi<\/a> in the background and we could not have done it without you. Same for <a href=\"https:\/\/www.producthunt.com\/products\/elevenlabs\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"elevenlabs\" target=\"_blank\" rel=\"noopener\">@ElevenLabs<\/a> <a href=\"https:\/\/www.producthunt.com\/@matistski\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"matistski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matistski<\/a> with the speech to text! Same for <a href=\"https:\/\/www.producthunt.com\/products\/aws\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"aws\" target=\"_blank\" rel=\"noopener\">@AWS<\/a> thanks for the Activate credits. <\/p>\n<p>Further more: I see <a href=\"https:\/\/www.producthunt.com\/products\/meetgeek\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"meetgeek\" target=\"_blank\" rel=\"noopener\">@MeetGeek<\/a> <a href=\"https:\/\/www.producthunt.com\/products\/voicei-ai-answering-service\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"voicei-ai-answering-service\" target=\"_blank\" rel=\"noopener\">@Voicei Ai – Ai Answering Service<\/a> <a href=\"https:\/\/www.producthunt.com\/@c4vid\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"c4vid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@c4vid<\/a> <a href=\"https:\/\/www.producthunt.com\/@neyox\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"neyox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neyox<\/a> <a href=\"https:\/\/www.producthunt.com\/@neyox_ai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"neyox_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neyox_ai<\/a> I see we’re competitors, can we do a: show me yours, show you mine? Anything I can learn from your apps? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NFOXS5SUIAWN7Z\" class=\"app-title\">Grok Voice Agent API<\/a><\/p>\n<div class=\"one-liner\">Bringing the power of Grok Voice to all developers<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">118<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Grok Voice Agent API \u8ba9\u5f00\u53d1\u8005\u80fd\u57fa\u4e8exAI\u81ea\u7814\u6280\u672f\u6808\u5feb\u901f\u6784\u5efa\u4f4e\u5ef6\u8fdf\u3001\u652f\u6301\u5b9e\u65f6\u6253\u65ad\u4e0e\u5de5\u5177\u8c03\u7528\u7684\u8bed\u97f3\u52a9\u624b\uff0c\u89e3\u51b3\u4e86\u5728\u6784\u5efa\u81ea\u7136\u3001\u6d41\u7545\u3001\u591a\u8bed\u8a00\u8bed\u97f3\u4ea4\u4e92\u5e94\u7528\u65f6\u9762\u4e34\u7684\u9ad8\u5ef6\u8fdf\u548c\u529f\u80fd\u96c6\u6210\u96be\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/8576fb97-dc8b-479c-9322-b2d015f3aab0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=bxyfYt4Dq1k\"><source src=\"https:\/\/www.youtube.com\/watch?v=bxyfYt4Dq1k\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2eb84c78-9a22-40d9-b1e1-a7c454d25871.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cbff1d26-f6a0-427a-8f8d-7c17cea22a07.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dba972f0-e594-4837-a55c-ddc37411f36f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/48cf4ada-0ee3-417e-a634-356337e354c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96f9684f-eda0-4112-b917-78e7a895c197.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d83bb3e4-cabf-4431-88a7-e3233157cb32.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/72d6e725-fa4d-48af-af0c-247d6af5599c.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d9b2c914-5d6c-4289-ab91-b2aeec9ccd21.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/23621418-6837-4b87-8bd5-cce5b77759c0.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u97f3API<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8bed\u97f3\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4f4e\u5ef6\u8fdf<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u5de5\u5177\u8c03\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">xAI\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u7ade\u54c1\u5bf9\u6807<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e24\u6781\u3002\u6b63\u9762\u8bc4\u4ef7\u805a\u7126\u5176\u4f4e\u4e8e1\u79d2\u7684\u5ef6\u8fdf\u3001\u4f18\u79c0\u7684\u6253\u65ad\u5904\u7406\u80fd\u529b\u3001\u6709\u7ade\u4e89\u529b\u7684\u5b9a\u4ef7\uff080.05\u7f8e\u5143\/\u5206\u949f\uff09\u53ca\u5f00\u7bb1\u5373\u7528\u7684\u529f\u80fd\u3002\u8d1f\u9762\u8bc4\u8bba\u4e3b\u8981\u9488\u5bf9\u4ef7\u683c\u548cElon Musk\u4e2a\u4eba\u54c1\u724c\u3002\u5f00\u53d1\u8005\u5173\u6ce8\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8bcd\u5bf9\u201c\u4e2a\u6027\u201d\u7684\u63a7\u5236\u6743\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Grok Voice Agent API\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u9769\u547d\u6027\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662fxAI\u5728\u62e5\u6324\u7684\u8bed\u97f3AI\u8d5b\u9053\u4e2d\u4e00\u6b21\u7cbe\u51c6\u7684\u5361\u4f4d\u4e0e\u5ba3\u793a\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u53c2\u6570\u4e0a\u7684\u5fae\u5c0f\u9886\u5148\uff08\u5982<1s\u5ef6\u8fdf\uff09\uff0c\u800c\u5728\u4e8e\u5176\u4f5c\u4e3a\u201c\u5b8c\u6574\u6280\u672f\u6808\u201d\u7684\u6253\u5305\u8f93\u51fa\u548c\u9c9c\u660e\u7684\u5e02\u573a\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u5b83\u76f4\u63a5\u7784\u51c6\u4e86\u5f53\u524d\u8bed\u97f3\u4ea4\u4e92\u7684\u6838\u5fc3\u75db\u70b9\u2014\u2014\u5ef6\u8fdf\u4e0e\u6253\u65ad\u3002\u5c06\u201c\u652f\u6301\u5b9e\u65f6\u6253\u65ad\u201d\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u5b9e\u8d28\u4e0a\u662f\u5c06C\u7aef\u4ea7\u54c1\uff08\u5982\u7279\u65af\u62c9\u8f66\u8f7d\u8bed\u97f3\uff09\u4e2d\u6253\u78e8\u8fc7\u7684\u4f53\u9a8c\uff0c\u4ee5API\u5f62\u5f0f\u8fdb\u884cB\u7aef\u8d4b\u80fd\u3002\u8fd9\u6bd4\u5355\u7eaf\u5ba3\u4f20\u201c\u4f4e\u5ef6\u8fdf\u201d\u66f4\u5177\u573a\u666f\u8bf4\u670d\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c0.05\u7f8e\u5143\/\u5206\u949f\u7684\u7edf\u4e00\u5b9a\u4ef7\u662f\u4e00\u6b65\u9ad8\u660e\u7684\u5e02\u573a\u7b56\u7565\u3002\u5b83\u5e76\u975e\u7b80\u5355\u7684\u4ef7\u683c\u6218\uff0c\u800c\u662f\u4ee5\u6781\u7b80\u7684\u8ba1\u4ef7\u65b9\u5f0f\uff0c\u76f4\u63a5\u5bf9\u6807\u5e76\u6311\u6218OpenAI\u7684Whisper\u3001Google Speech\u4e43\u81f3\u4e00\u4f17\u521d\u521b\u8bed\u97f3API\u670d\u52a1\u3002\u8fd9\u4e00\u5b9a\u4ef7\u7b56\u7565\uff0c\u914d\u5408\u201c\u7279\u65af\u62c9\u540c\u6b3e\u201d\u7684\u6280\u672f\u80cc\u4e66\uff0c\u65e8\u5728\u5feb\u901f\u5438\u5f15\u5f00\u53d1\u8005\u8fdb\u884c\u8fc1\u79fb\u548c\u6d4b\u8bd5\uff0c\u62a2\u5360\u751f\u6001\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u4e00\u662f\u201cGrok\u201d\u54c1\u724c\u81ea\u5e26\u7684\u201c\u53db\u9006\u201d\u4e2a\u6027\uff0c\u867d\u5ba3\u79f0\u53ef\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8bcd\u5b8c\u5168\u63a7\u5236\uff0c\u4f46\u54c1\u724c\u8054\u60f3\u672c\u8eab\u5c31\u53ef\u80fd\u8ba9\u90e8\u5206\u4f01\u4e1a\u7ea7\u5ba2\u6237\u671b\u800c\u5374\u6b65\u3002\u4e8c\u662f\u5176\u6280\u672f\u6808\u7684\u5c01\u95ed\u6027\u3002\u6240\u8c13\u201cin-house stack\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u63d0\u4f9b\u6df1\u5ea6\u4f18\u5316\u53ef\u80fd\u7684\u540c\u65f6\uff0c\u4e5f\u610f\u5473\u7740\u5f00\u53d1\u8005\u5c06\u88ab\u6df1\u5ea6\u7ed1\u5b9a\u5728xAI\u7684\u751f\u6001\u5185\uff0c\u5176\u957f\u671f\u6f14\u8fdb\u7684\u8def\u7ebf\u56fe\u548c\u7a33\u5b9a\u6027\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u6b3e\u201c\u4f53\u9a8c\u9a71\u52a8\u201d\u800c\u975e\u201c\u6280\u672f\u70ab\u6280\u201d\u7684API\u3002\u5b83\u8868\u660exAI\u7684\u7ade\u4e89\u601d\u8def\u6b63\u4ece\u7eaf\u7cb9\u7684\u6a21\u578b\u80fd\u529b\u7ade\u8d5b\uff0c\u8f6c\u5411\u9488\u5bf9\u5177\u4f53\u4ea4\u4e92\u573a\u666f\u7684\u201c\u4f53\u9a8c\u5c01\u88c5\u201d\u7ade\u8d5b\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u8bba\u6587\u7684\u6307\u6807\uff0c\u800c\u53d6\u51b3\u4e8e\u6709\u591a\u5c11\u5f00\u53d1\u8005\u613f\u610f\u4e3a\u8fd9\u4efd\u6253\u5305\u597d\u7684\u201c\u6d41\u7545\u4f53\u9a8c\u201d\u4ed8\u8d39\uff0c\u5e76\u5fcd\u53d7\u5176\u6f5c\u5728\u7684\u751f\u6001\u9501\u5b9a\u7684\u98ce\u9669\u3002\u8fd9\u662fAI\u57fa\u7840\u8bbe\u65bd\u7ade\u4e89\u8fdb\u5165\u6df1\u6c34\u533a\u7684\u4e00\u4e2a\u6807\u5fd7\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Grok Voice Agent API<\/span>\n <\/div>\n<div class=\"comment-content\">Grok Voice Agent API lets developers build real-time voice agents using xAI’s in-house stack (VAD, tokenizer, audio models). It features <1s latency, function calling, and native multilingual support.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Yeah, not goinfg to give Elon 5 cents\/minute. That’s my 2 cents.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> At least you gave your 2 cents to Producthunt then \ud83d\ude02<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> I like your 2 cents\ud83d\ude3c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>Chatting with Grok’s Voice Mode is honestly a fascinating experience. The voices are just so vivid and full of personality that it makes talking to AI feel genuinely engaging.<\/p>\n<p>Now xAI is opening this exact stack to developers. You get access to the same native audio models that power millions of Teslas. It handles interruptions incredibly well and supports native tool use like Web search right out of the box.<\/p>\n<p>The pricing is also very interesting. At a flat rate of $0.05 per minute, it is one of the most competitive options among tier-1 voice APIs.<\/p>\n<p>For those who might worry about Grok’s “edgy” personality, don’t be. The API gives you full control via system prompts. You get the world-class voice quality with whatever personality you define for your app.<\/p>\n<p>Give it a try <a href=\"https:\/\/console.x.ai\/team\/default\/voice\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">in the playground<\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> World-class voices and competitive pricing\u2014$0.05\/min is a bold move by xAI. The interruption handling alone makes this a top contender for conversational AI apps right now. Thanks for the breakdown!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> The interruption handling is what stood out to me too \u2014 that\u2019s where most voice agents still feel unnatural. Nice to see function calling and multilingual support baked in from day one.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FB27IFSBBC6C42\" class=\"app-title\">Yestoday<\/a><\/p>\n<div class=\"one-liner\">Compare yesterday & today\u2018s weather<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">109<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u5e76\u6392\u5bf9\u6bd4\u6628\u65e5\u4e0e\u4eca\u65e5\u5929\u6c14\u72b6\u51b5\uff0c\u5e76\u914d\u4ee5\u547c\u5e94\u5929\u6c14\u7684\u6cb9\u753b\u827a\u672f\u754c\u9762\uff0c\u8ba9\u7528\u6237\u77ac\u95f4\u611f\u77e5\u51b7\u6696\u53d8\u5316\u3001\u7701\u53bb\u7e41\u7410\u64cd\u4f5c\u3001\u63d0\u5347\u65e5\u5e38\u67e5\u770b\u4f53\u9a8c\u7684\u5929\u6c14\u5e94\u7528\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b08162a2-dcb3-4f1c-96ac-112a98f9c5fd.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6c2e4116-918a-4475-93fc-c2dfc08079ac.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6ec78f8f-74c7-4c30-919e-bc109dfacb2f.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Weather<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5929\u6c14\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5bf9\u6bd4<\/span><br \/>\n <span class=\"tag\">\u65e5\u5e38\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u5316\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5e76\u6392\u5bf9\u6bd4\u7684\u6838\u5fc3\u6d1e\u5bdf\u4e0e\u827a\u672f\u5316\u754c\u9762\uff0c\u8ba4\u4e3a\u5176\u7cbe\u51c6\u6293\u4f4f\u4e86\u201c\u76f8\u5bf9\u6027\u201d\u9700\u6c42\u3002\u4e3b\u8981\u95ee\u9898\/\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u827a\u672f\u753b\u4f5c\u662f\u5426\u4f1a\u6839\u636e\u5177\u4f53\u65f6\u8fb0\u53d8\u5316\uff1b\u662f\u5426\u8003\u8651\u52a0\u5165\u201c\u660e\u65e5\u201d\u5bf9\u6bd4\uff08\u5f00\u53d1\u8005\u56de\u590d\u5df2\u4f5c\u4e3a\u4f1a\u5458\u529f\u80fd\u9690\u85cf\u5b9e\u73b0\uff09\uff1b\u4ee5\u53ca\u671f\u5f85\u63a2\u7d22\u66f4\u591a\u201c\u5c0f\u800c\u65e5\u5e38\u201d\u7684\u6570\u636e\u5bf9\u6bd4\u573a\u666f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Yestoday \u7684\u806a\u660e\u4e4b\u5904\uff0c\u5728\u4e8e\u5b83\u8fdb\u884c\u4e86\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u9700\u6c42\u964d\u7ef4\u6253\u51fb\u201d\u3002\u5728\u5929\u6c14\u5e94\u7528\u529f\u80fd\u65e5\u76ca\u81c3\u80bf\uff08\u96f7\u8fbe\u56fe\u3001\u5206\u949f\u7ea7\u964d\u6c34\u3001\u590d\u6742\u6307\u6570\uff09\u7684\u5f53\u4e0b\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u5265\u79bb\u4e86\u201c\u9884\u6d4b\u201d\u4e0e\u201c\u8be6\u8ff0\u201d\uff0c\u5c06\u6838\u5fc3\u951a\u5b9a\u5728\u4eba\u7c7b\u6700\u539f\u59cb\u3001\u6700\u672c\u80fd\u7684\u611f\u77e5\u9700\u6c42\u4e0a\uff1a\u201c\u4eca\u5929\u6bd4\u6628\u5929\u51b7\u8fd8\u662f\u70ed\uff1f\u201d \u8fd9\u5e76\u975e\u6280\u672f\u9769\u65b0\uff0c\u800c\u662f\u8ba4\u77e5\u6d1e\u5bdf\u7684\u80dc\u5229\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ea7\u54c1\u4ef7\u503c\u4f53\u73b0\u5728\u4e24\u5c42\uff1a\u7b2c\u4e00\u5c42\u662f\u529f\u80fd\u6027\u4ef7\u503c\uff0c\u901a\u8fc7\u201c\u6628\u65e5vs\u4eca\u65e5\u201d\u7684\u5e76\u6392\u8bbe\u8ba1\uff0c\u5c06\u539f\u672c\u9700\u8981\u8bb0\u5fc6\u548c\u591a\u6b21\u70b9\u51fb\u7684\u4fe1\u606f\u5dee\u6241\u5e73\u5316\uff0c\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u201c\u4e00\u79d2\u83b7\u77e5\u201d\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u201c\u6bd4\u8f83\u201d\u8fd9\u4e00\u9ad8\u9891\u5374\u672a\u88ab\u4e13\u95e8\u6ee1\u8db3\u7684\u75db\u70b9\u3002\u7b2c\u4e8c\u5c42\uff0c\u4e5f\u662f\u5176\u6784\u5efa\u58c1\u5792\u7684\u5173\u952e\uff0c\u662f\u60c5\u7eea\u4ef7\u503c\u3002\u5b83\u7528\u7cbe\u5fc3\u6311\u9009\u7684\u3001\u547c\u5e94\u5929\u6c14\u7684\u53e4\u5178\u6cb9\u753b\uff0c\u66ff\u4ee3\u4e86\u5343\u7bc7\u4e00\u5f8b\u7684\u6570\u7801\u56fe\u6807\u548c\u52a8\u6548\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e3a\u4e86\u201c\u597d\u770b\u201d\uff0c\u800c\u662f\u5c06\u4e00\u6b21\u529f\u5229\u6027\u7684\u4fe1\u606f\u67e5\u8be2\uff0c\u5347\u534e\u4e3a\u4e00\u79cd\u5e26\u6709\u5ba1\u7f8e\u610f\u8da3\u548c\u5b81\u9759\u6c1b\u56f4\u7684\u65e5\u5e38\u4eea\u5f0f\u3002\u8fd9\u79cd\u201c\u529f\u80fd\u6027\u4e0e\u827a\u672f\u611f\u201d\u7684\u7ed3\u5408\uff0c\u4f7f\u5176\u4ece\u5de5\u5177\u5411\u201c\u6570\u5b57\u751f\u6d3b\u914d\u4ef6\u201d\u6f14\u8fdb\uff0c\u7784\u51c6\u4e86\u5bf9\u751f\u6d3b\u54c1\u8d28\u548c\u60c5\u7eea\u611f\u53d7\u6709\u8981\u6c42\u7684\u4eba\u7fa4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u5176\u4e00\uff0c\u5355\u4e00\u529f\u80fd\u7684\u5929\u82b1\u677f\u6781\u4f4e\uff0c\u201c\u6bd4\u8f83\u5929\u6c14\u201d\u7684\u9700\u6c42\u9891\u6b21\u548c\u7528\u6237\u7c98\u6027\u5b58\u7591\uff0c\u5bb9\u6613\u6ca6\u4e3a\u201c\u5c1d\u9c9c\u5373\u8d70\u201d\u7684\u5e94\u7528\u3002\u5f00\u53d1\u8005\u5df2\u901a\u8fc7\u9690\u85cf\u7684\u201c\u660e\u65e5\u201d\u5bf9\u6bd4\u7b49\u4f1a\u5458\u529f\u80fd\u8bd5\u56fe\u5ef6\u4f38\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u6dfb\u52a0\u590d\u6742\u5ea6\uff0c\u4e0e\u5176\u6781\u7b80\u54f2\u5b66\u7565\u6709\u80cc\u79bb\u3002\u5176\u4e8c\uff0c\u5176\u7f8e\u5b66\u8bbe\u8ba1\u662f\u53cc\u5203\u5251\uff0c\u5f3a\u70c8\u7684\u98ce\u683c\u53ef\u80fd\u7b5b\u9009\u7528\u6237\uff0c\u4e14\u6cb9\u753b\u4e0e\u5929\u6c14\u7684\u5339\u914d\u5ea6\u3001\u7cbe\u7ec6\u5ea6\u5c06\u662f\u957f\u671f\u7684\u5185\u5bb9\u8fd0\u8425\u8d1f\u62c5\u3002\u603b\u4f53\u800c\u8a00\uff0cYestoday \u662f\u4e00\u6b3e\u6770\u51fa\u7684\u201c\u6982\u5ff5\u4ea7\u54c1\u201d\uff0c\u5b83\u7528\u6781\u81f4\u805a\u7126\u548c\u72ec\u7279\u54c1\u5473\uff0c\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\u6495\u5f00\u4e86\u4e00\u9053\u53e3\u5b50\uff0c\u4f46\u5b83\u6240\u9a8c\u8bc1\u7684\u201c\u60c5\u7eea\u5316\u5de5\u5177\u201d\u548c\u201c\u5fae\u89c2\u9700\u6c42\u201d\u8d5b\u9053\uff0c\u6216\u8bb8\u6bd4\u5e94\u7528\u672c\u8eab\u66f4\u5177\u884c\u4e1a\u542f\u793a\u610f\u4e49\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Yestoday<\/span>\n <\/div>\n<div class=\"comment-content\">My weather need is simple: is it warmer or colder today? Yestoday shows yesterday and today next to each other, so you instantly know if today is warmer or colder\u2014no digging through screens. To make the daily check feel calm rather than utilitarian, the UI blends in curated oil paintings that echo current conditions\u2014clear skies, rain, and night scenes\u2014so the atmosphere on screen matches outside.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The iPhone Weather app can show yesterday’s weather of course, but it takes extra steps. After putting up with this for a long time, I built a demo with Apple Weather data to place \u201ctoday vs yesterday\u201d side by side. A few weeks later, it felt right, so I turned it into a full app\u2014Yestoday (Meaning Yesterday + Today).<\/p>\n<\/p>\n<p>I’d love to hear your thoughts, feedback or ideas for what’s coming next \u2014 thanks for checking it out! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ddiiiik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddiiiik<\/a> The side-by-side framing is such a clean insight it\u2019s surprising how often we just want relative context, not forecasts and charts. The atmospheric visuals are a really nice touch too. Curious what other \u201csmall but daily\u201d comparisons you\u2019re thinking of exploring next.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ddiiiik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddiiiik<\/a> I love when functional things don\u2019t look utilitarian. This feels quiet, thoughtful, and kinda comforting to have on screen ) cute \ud83d\ude0a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Yestoday is brilliant! I love how the UI uses art to reflect the weather. Does the art change hourly to match the specific time of day, or just sunrise\/sunset?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great job <a href=\"https:\/\/www.producthunt.com\/@ddiiiik\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ddiiiik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddiiiik<\/a> , congrats on the launch! Have you though about adding the Tomorrow as well ? In order to have an easy view on yesterday , today and tomorrow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pamela_requena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pamela_requena<\/a> <br \/>Thanks for the thoughtful suggestion\u2014and for checking out Yestoday! I actually include a Tomorrow comparison as part of the membership features. I know it isn\u2019t immediately obvious; that\u2019s intentional so it doesn\u2019t add extra noise when it isn\u2019t relevant. There are two ways to see it: on the Today vs Yesterday table, swipe left to reveal Tomorrow\u2019s weather; and after 7:00 PM, the app automatically switches to a Today vs Tomorrow comparison. The widgets follow the same behavior.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b3a8dea5-6ea7-42e7-be70-8d4dfceb683b.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Weather Apps are surely hard to innovate in 2025, but you’ve managed it! \ud83e\udd13<br \/>Congratulations on your launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PKZWY5IZNNVTTF\" class=\"app-title\">Image Object Removal API<\/a><\/p>\n<div class=\"one-liner\">Remove unwanted objects from images in seconds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">104<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8e\u5148\u8fdbAI\u7684API\u63a5\u53e3\uff0c\u53ef\u5feb\u901f\u3001\u5e72\u51c0\u5730\u79fb\u9664\u56fe\u7247\u4e2d\u7684\u4eba\u7269\u3001\u7269\u4f53\u3001\u6587\u5b57\u7b49\u5e72\u6270\u5143\u7d20\uff0c\u4e3a\u5f00\u53d1\u8005\u548c\u4ea7\u54c1\u56e2\u961f\u89e3\u51b3\u4e86\u5728\u7535\u5546\u3001\u6444\u5f71\u7b49\u573a\u666f\u4e2d\u9ad8\u6548\u3001\u4f4e\u6210\u672c\u83b7\u5f97\u4e13\u4e1a\u7ea7\u4fee\u56fe\u6548\u679c\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0a9e2f75-bdcb-4822-a2e3-3da442ce42b1.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c28c9e9f-63cb-4e6a-b19d-ed2e5480d5c1.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9c96ced-91cf-46a4-8e04-c0e76ac52fc4.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u56fe\u50cf\u5904\u7406<\/span><br \/>\n <span class=\"tag\">API\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u4fee\u590d<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8c61\u79fb\u9664<\/span><br \/>\n <span class=\"tag\">\u80cc\u666f\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6027\u4ef7\u6bd4\u9ad8<\/span><br \/>\n <span class=\"tag\">\u6613\u4e8e\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Replicate\u5e73\u53f0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u89e3\u51b3\u4e86\u751f\u4ea7\u73af\u5883\u4e0b\u7684\u771f\u5b9e\u75db\u70b9\uff0c\u5e76\u8d5e\u8d4f\u5176\u7b80\u5355\u3001\u9ad8\u8d28\u91cf\u548c\u9762\u5411\u751f\u4ea7\u7684\u5b9a\u4f4d\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u521d\u671f\u4ea7\u54c1\u94fe\u63a5\u5931\u6548\uff08\u5df2\u4fee\u590d\uff09\uff1b\u8be2\u95ee\u6280\u672f\u7ec6\u8282\uff08\u5982\u5904\u7406\u6bdb\u53d1\u3001\u9634\u5f71\u7684\u673a\u5236\u3001\u5ef6\u8fdf\u548c\u4ef7\u683c\uff09\uff1b\u786e\u8ba4\u5176API\u5f62\u6001\u53ca\u9664\u4eba\u50cf\u5916\u7684\u5176\u4ed6\u79fb\u9664\u80fd\u529b\uff08\u5982\u6c34\u5370\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Image Object Removal API \u7684\u672c\u8d28\uff0c\u662f\u5c06\u6b64\u524d\u96c6\u4e2d\u4e8e\u524d\u7aef\u5e94\u7528\uff08\u5982Photoshop\u3001\u5404\u7c7b\u4fee\u56feApp\uff09\u7684\u201c\u667a\u80fd\u79fb\u9664\u201d\u80fd\u529b\uff0c\u8fdb\u884c\u6807\u51c6\u5316\u3001\u670d\u52a1\u5316\u4e0e\u5e73\u6c11\u5316\u5c01\u88c5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7684\u7edd\u5bf9\u524d\u6cbf\u6027\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u201c\u4ea7\u54c1\u5b9a\u4e49\u201d\uff1a\u7784\u51c6\u201c\u751f\u4ea7\u7528\u9014\u201d\uff0c\u5f3a\u8c03\u201c\u7b80\u5355\u8f93\u5165\u3001\u5e72\u51c0\u8f93\u51fa\u201d\uff0c\u8fd9\u76f4\u63a5\u5207\u4e2d\u4e86\u4e2d\u5c0f\u578b\u5f00\u53d1\u8005\u4e0e\u521b\u4e1a\u516c\u53f8\u7684\u547d\u8109\u2014\u2014\u4ed6\u4eec\u9700\u8981\u5ab2\u7f8e\u5927\u5382\u7684\u540e\u7aef\u56fe\u50cf\u5904\u7406\u80fd\u529b\uff0c\u5374\u65e0\u529b\u627f\u62c5\u81ea\u7814AI\u6a21\u578b\u7684\u9ad8\u6602\u6210\u672c\u4e0e\u590d\u6742\u5ea6\uff0c\u4e5f\u65e0\u6cd5\u627f\u53d7\u6309\u5f20\u6536\u8d39\u7684C\u7aef\u5de5\u5177\u5728\u89c4\u6a21\u5316\u4f7f\u7528\u65f6\u7684\u5929\u4ef7\u8d26\u5355\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e92\u52a8\u53ef\u4ee5\u770b\u51fa\uff0c\u5176\u57fa\u4e8eReplicate\u5e73\u53f0\u6784\u5efa\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u96c6\u6210\u95e8\u69db\u4e0e\u8fd0\u7ef4\u8d1f\u62c5\u3002\u521b\u59cb\u4eba\u5bf9\u4e8e\u6280\u672f\u8fb9\u754c\uff08\u5982\u5904\u7406\u590d\u6742\u8fb9\u7f18\uff09\u548c\u6027\u80fd\u6307\u6807\uff082-5\u79d2\u5ef6\u8fdf\uff09\u7684\u5766\u8bda\u56de\u5e94\uff0c\u4e5f\u5c55\u73b0\u4e86\u9762\u5411\u5f00\u53d1\u8005\u5e02\u573a\u7684\u4e13\u4e1a\u6c9f\u901a\u59ff\u6001\u3002\u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\uff1a\u4f5c\u4e3a\u4e00\u5c42\u8584\u8584\u7684API\u5c01\u88c5\uff0c\u5176\u6280\u672f\u62a4\u57ce\u6cb3\u76f8\u5bf9\u8f83\u6d45\uff0c\u4e25\u91cd\u4f9d\u8d56\u5e95\u5c42\u5f00\u6e90\u6a21\u578b\uff08\u5982\u6269\u6563\u6a21\u578b\uff09\u7684\u6f14\u8fdb\uff0c\u4e14\u5b9a\u4ef7\u6a21\u5f0f\u9762\u4e34\u540c\u7c7b\u5e73\u53f0\u548c\u5f00\u6e90\u65b9\u6848\u7684\u76f4\u63a5\u7ade\u4e89\u3002\u80fd\u5426\u4ece\u201c\u6709\u7528\u7684\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u670d\u52a1\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u4fdd\u8bc1\u8d28\u91cf\u4e0e\u901f\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u6301\u7eed\u4f18\u5316\u6210\u672c\u7ed3\u6784\uff0c\u5e76\u56f4\u7ed5\u7279\u5b9a\u5782\u76f4\u573a\u666f\uff08\u5982\u7535\u5546\u5546\u54c1\u56fe\u6807\u51c6\u5316\u3001\u8bc1\u4ef6\u7167\u5904\u7406\uff09\u6784\u5efa\u66f4\u6df1\u7684\u5de5\u4f5c\u6d41\u96c6\u6210\u4e0e\u6570\u636e\u98de\u8f6e\u3002\u5f53\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u75db\u70b9\u3001\u5b9a\u4f4d\u6e05\u6670\u7684\u4f18\u79c0\u4ea7\u54c1\uff0c\u4f46\u901a\u5f80\u201c\u4f1f\u5927\u201d\u4e4b\u8def\uff0c\u4ecd\u9700\u5728\u751f\u6001\u4e0e\u58c1\u5792\u4e0a\u591a\u52a0\u6784\u7b51\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Image Object Removal API<\/span>\n <\/div>\n<div class=\"comment-content\">This API uses state-of-the-art AI to cleanly remove people, objects, text, or background distractions while preserving image quality and realism. \u26a1 One-call API \u2014 simple input, clean output \ud83c\udfaf High-quality inpainting \u2014 natural, artifact-free results \ud83e\udde0 Works on complex scenes \u2014 people, shadows, clutter \ud83d\udcb8 Affordable & fast \u2014 ideal for production use \ud83d\udd0c Built on Replicate \u2014 easy to integrate<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m Bikash, the maker of Image Object Removal API.<\/p>\n<p>I built this after repeatedly needing to remove people, clutter, and random objects from images while building products and realizing most tools were either manual, expensive, or low quality output.<\/p>\n<p>This API focuses on:<br \/>\nclean, realistic result<br \/>\nsimple input<br \/>\nspeed + affordability for real production use<\/p>\n<p>I\u2019d love feedback from:<br \/>\ndevelopers integrating image tools<br \/>\nfounders building photo or e-commerce products<br \/>\nanyone who\u2019s struggled with Photoshop \ud83d\ude05<\/p>\n<p>Happy to answer questions, share benchmarks, or talk about how it works under the hood.<\/p>\n<p>Thanks for checking it out and supporting makers! \ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bikash_pokharel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bikash_pokharel<\/a> Really like how clearly you\u2019ve scoped this around production needs simple input, clean output, fast results. Excited to see how developers build on this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bikash_pokharel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bikash_pokharel<\/a> hi there! i am founder building photos for e-commerce products =) my feedback – feels very straightforward in a good way. Mark it, remove it, done<\/p>\n<p>Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The idea seems good to me and could work well as an integration for other services. Unfortunately, your website doesn’t open, so I can’t check your API endpoints or understand what your solution is capable of.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@olegphenomenon\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olegphenomenon<\/a> <\/p>\n<\/p>\n<p>The link is fixed now. You can check the full API details here:<\/p>\n<p><a href=\"https:\/\/replicate.com\/dpakkk\/image-object-removal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/replicate.com\/dpakkk\/image-object-removal<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This hits a very real pain point \u2014 clean object removal at <em>API level<\/em> is surprisingly hard to get right. Love the focus on realistic results and production readiness, not just demos.<br \/>Curious: how does the API handle tricky cases like hair, shadows, or overlapping objects, and what kind of latency are you seeing in real-world use?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pany_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pany_ai<\/a> <\/p>\n<p>Thank you for your kind words!<\/p>\n<p>For hair, shadows, and overlapping objects, the API uses diffusion-based inpainting rather than classical segmentation + fill. The masked region is reconstructed using surrounding context, so soft edges (hair strands), cast shadows, and partial occlusions are handled as part of the generation step instead of being hard-cut. Results are best with precise masks, but the model is fairly tolerant to imperfect boundaries.<\/p>\n<\/p>\n<p>For latency, typical end-to-end inference is in the ~2\u20135 second range per image at common resolutions. Latency scales with image size and mask complexity, and the API is stateless, so it works well behind queues or async workers in production.<\/p>\n<\/p>\n<p>This is already being used in automated pipelines, not just interactive demos.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is this provided as an API?<br \/>How is it priced?<br \/>Can it remove elements other than people, such as watermarks or subtitles?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@stellawwwwwww\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stellawwwwwww<\/a> <\/p>\n<p>Yes \u2014 it is an API that you can integrate into your app or workflow. It\u2019s built on Replicate and exposes a simple REST API where you send an image + mask and get back the edited result. <\/p>\n<p>You can check this product page for pricing. It’s basically $1 for 4545 API request. <a href=\"https:\/\/replicate.com\/dpakkk\/image-object-removal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/replicate.com\/dpakkk\/image-object-removal<\/a><\/p>\n<p>It can remove objects, text, background distractions, and more, not just people.<\/p>\n<\/p>\n<p>Let me know if you need any help!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>That’s an interesting idea to have this service as an API. You should check your product link, it doesn’t seem to work atm – “Page not found” error.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hi Anton, i just fixed the link. Thanks for the heads-up! <\/p>\n<p>Update link here: <a href=\"https:\/\/replicate.com\/dpakkk\/image-object-removal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/replicate.com\/dpakkk\/image-object-removal<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, this Image Object Removal API is seriously cool! The high-quality inpainting looks amazing. Im curious, how well does it handle removing reflections in glass or water?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SJ3QCB2A5XXHJK\" class=\"app-title\">Pill Mom<\/a><\/p>\n<div class=\"one-liner\">Never miss a dose again<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">97<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pill Mom\u901a\u8fc7\u667a\u80fd\u836f\u74f6\u626b\u63cf\u548c\u62df\u4eba\u5316\u63d0\u9192\uff0c\u5728\u6162\u6027\u75c5\u60a3\u8005\u9700\u957f\u671f\u89c4\u5f8b\u670d\u836f\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u63d0\u9192\u5e94\u7528\u51b0\u51b7\u3001\u6613\u5ffd\u7565\uff0c\u4ee5\u53ca\u624b\u52a8\u5f55\u5165\u836f\u54c1\u4fe1\u606f\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/247b6375-9ec6-4176-ad10-78d9e6deee3c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9654d0d-ce89-4e2d-b07a-0100c6f086a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dec62a63-3c5f-40a8-8ca6-2bbee1a8f118.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7cd20280-af0f-48a2-8b68-3708d2cb2fda.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1acb9fc6-f590-48fe-ae3f-87550d5e671e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6fface68-1fc6-466a-8a17-c763a14639a8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39b11b72-1842-4999-9683-48af2f7fa076.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7165af52-7453-4847-85d7-c71becc5ffc2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cb8785e9-56a9-4dc9-aea7-3c43ea2b7939.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5b39ee81-7b15-40bc-b77b-cd92f61e8d1f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/54008cf1-1386-4ce9-889f-bb3d497659d0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/AkOzhHwGP5o\"><source src=\"https:\/\/www.youtube.com\/shorts\/AkOzhHwGP5o\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Alarms<\/span><br \/>\n <span class=\"tag\">Medical<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7528\u836f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u670d\u836f\u63d0\u9192<\/span><br \/>\n <span class=\"tag\">\u836f\u54c1\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">FDA\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u533b\u60a3\u8054\u52a8<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5065\u5eb7\u52a9\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u836f\u74f6\u626b\u63cf\u529f\u80fd\u548c\u62df\u4eba\u5316\u8bbe\u8ba1\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u62d3\u5c55\u5bf9\u4e0d\u540c\u836f\u54c1\u901a\u7528\u540d\u7684\u8bc6\u522b\u80fd\u529b\uff0c\u4ee5\u53ca\u96c6\u6210\u667a\u80fd\u624b\u8868\u7b49\u66f4\u53ef\u9760\u7684\u63d0\u9192\u6e20\u9053\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u5e76\u63a2\u8ba8\u4e86\u4ea7\u54c1\u8bbe\u8ba1\u521d\u8877\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Pill Mom\u7684\u201c\u806a\u660e\u201d\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u7528\u836f\u7ba1\u7406\u9886\u57df\u4e24\u4e2a\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u8f6f\u808b\uff1a\u4ea4\u4e92\u7684\u51b7\u6f20\u4e0e\u6570\u636e\u5f55\u5165\u7684\u6469\u64e6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u63d0\u9192\u201d\uff0c\u800c\u662f\u901a\u8fc7\u201c\u626b\u63cf\u8bc6\u522b\u201d\u548c\u201c\u89d2\u8272\u5316\u966a\u4f34\u201d\u8fd9\u4e24\u5927\u8bbe\u8ba1\uff0c\u5b8c\u6210\u4e86\u4ece\u201c\u5de5\u5177\u201d\u5230\u201c\u4f19\u4f34\u201d\u7684\u5347\u7ef4\u3002\u626b\u63cf\u529f\u80fd\u5229\u7528FDA\u6570\u636e\u5e93\u6743\u5a01\u6027\uff0c\u5c06\u67af\u71e5\u6613\u9519\u7684\u624b\u52a8\u8f93\u5165\u8f6c\u5316\u4e3a\u4e00\u6b65\u5230\u4f4d\u7684\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u8fd9\u4e0d\u4ec5\u662f\u6548\u7387\u63d0\u5347\uff0c\u66f4\u662f\u964d\u4f4e\u4e86\u7528\u6237\uff08\u5c24\u5176\u662f\u8001\u5e74\u7fa4\u4f53\uff09\u7684\u4f7f\u7528\u95e8\u69db\u548c\u5fc3\u7406\u8d1f\u62c5\u3002\u66f4\u5177\u6d1e\u5bdf\u529b\u7684\u662f\uff0c\u5b83\u5c06\u201c\u63d0\u9192\u201d\u8fd9\u4e00\u53cd\u4eba\u6027\u7684\u52a8\u4f5c\uff0c\u5305\u88c5\u6210\u201cPill Mom\u201d\u8fd9\u4e2a\u9ad8\u80fd\u91cf\u3001\u5173\u6000\u578b\u89d2\u8272\u7684\u4e92\u52a8\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u884c\u4e3a\u8bbe\u8ba1\uff0c\u901a\u8fc7\u8d4b\u4e88\u51b7\u51b0\u51b0\u7684\u7528\u836f\u6d41\u7a0b\u4ee5\u60c5\u611f\u6e29\u5ea6\u548c\u6e38\u620f\u5316\u7684\u6210\u5c31\u611f\uff08\u5e86\u795d\u8fde\u7eed\u8bb0\u5f55\uff09\uff0c\u6765\u5bf9\u6297\u670d\u836f\u61c8\u6020\uff0c\u63d0\u5347\u4f9d\u4ece\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u7eb5\u6df1\u4e5f\u5728\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u5176\u6570\u636e\u58c1\u5792\u6709\u9650\uff0c\u626b\u63cf\u8bc6\u522b\u9ad8\u5ea6\u4f9d\u8d56\u7f8e\u56fdFDA\u6570\u636e\u5e93\u548c\u6807\u51c6\u836f\u74f6\u6807\u7b7e\uff0c\u8fd9\u65e2\u662f\u5176\u542f\u52a8\u4f18\u52bf\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u5168\u7403\u5316\u6216\u9002\u5e94\u975e\u6807\u836f\u54c1\u7684\u74f6\u9888\u3002\u5176\u6b21\uff0c\u201c\u62df\u4eba\u5316\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u957f\u671f\u4f7f\u7528\u540e\uff0c\u7528\u6237\u662f\u5426\u4f1a\u5bf9\u56fa\u5b9a\u7684\u8bdd\u672f\u548c\u4e92\u52a8\u6a21\u5f0f\u4ea7\u751f\u75b2\u52b3\u611f\uff1f\u5176\u60c5\u611f\u7ef4\u7cfb\u7684\u4ef7\u503c\u80fd\u5426\u6301\u7eed\uff0c\u53d6\u51b3\u4e8e\u89d2\u8272\u80fd\u5426\u201c\u6210\u957f\u201d\u6216\u63d0\u4f9b\u66f4\u6df1\u5ea6\u7684\u5065\u5eb7\u6d1e\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u201c\u667a\u80fd\u624b\u8868\u96c6\u6210\u201d\u7684\u5efa\u8bae\u53ef\u4ee5\u770b\u51fa\uff0c\u7528\u6237\u671f\u5f85\u7684\u662f\u6784\u5efa\u4e00\u4e2a\u201c\u9632\u6f0f\u7f51\u201d\u822c\u7684\u63d0\u9192\u4f53\u7cfb\u3002\u8fd9\u63ed\u793a\u4e86\u4ea7\u54c1\u7684\u4e0b\u4e00\u9636\u6bb5\u4ef7\u503c\uff1a\u4ece\u201c\u624b\u673a\u4f34\u4fa3\u201d\u53d1\u5c55\u4e3a\u201c\u5168\u573a\u666f\u5065\u5eb7\u4e2d\u67a2\u201d\u3002\u82e5\u80fd\u6574\u5408\u53ef\u7a7f\u6234\u8bbe\u5907\u3001\u836f\u623f\u5e93\u5b58\u3001\u751a\u81f3\u533b\u4fdd\u6570\u636e\uff0c\u5b83\u6709\u671b\u6210\u4e3a\u4e2a\u4eba\u6162\u6027\u75c5\u7ba1\u7406\u7684\u521d\u7ea7\u5165\u53e3\u3002\u76ee\u524d\u6765\u770b\uff0cPill Mom\u6210\u529f\u5730\u5c06\u4e00\u4e2a\u5de5\u5177\u7c7b\u5e94\u7528\u505a\u51fa\u4e86\u60c5\u611f\u6ea2\u4ef7\u548c\u7528\u6237\u4f53\u9a8c\u7684\u5dee\u5f02\u5316\uff0c\u4f46\u5176\u62a4\u57ce\u6cb3\u7684\u6df1\u5ea6\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u6570\u636e\u8fde\u63a5\u7684\u5e7f\u5ea6\u4e0e\u5065\u5eb7\u670d\u52a1\u7684\u6574\u5408\u80fd\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Pill Mom<\/span>\n <\/div>\n<div class=\"comment-content\">Pill Mom stands out with smart pill bottle scanning – snap a photo and the app identifies your medication using the FDA database. No manual typing. Instead of generic alarms, you get friendly reminders from a caring character who celebrates your streaks. Easily add doctors and pharmacies linked to your medications – everything in one place for refills and questions. Your health data stays private and syncs securely. A clean design makes managing medications easy, not overwhelming.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I built Pill Mom after my boyfriend kept pushing me to create something to help people manage their medications. He saw how common it was for people to forget doses, mix up refill dates, and lose track of which doctor prescribed what.<\/p>\n<p>Most reminder apps felt like glorified alarm clocks – cold, robotic, easy to ignore. I wanted something that felt more like having a caring friend who actually knows your medications and checks in on you.<\/p>\n<p>The pill bottle scanner came from frustration with typing out long drug names. Now you just snap a photo and the app reads the label for you.<\/p>\n<p>Would love to hear what features you’d want to see next. Happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@b1776\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"b1776\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@b1776<\/a> cool app man, will definetly try it out! Best of luck this launch (not too good though you’re only 3 spots behind me!) <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Smartwatch integration feels important here<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@miasantos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miasantos<\/a> Yes you’re absolutely right! Notifications sometimes get blocked or don’t arrive on time, a more reliable ping is an option that distracted people would certainly benefit from. Thanks for your comment Mia.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your launch! Very useful product for those who take pills on time. \ud83d\ude80<\/p>\n<p>Gotta admire that demo vid you have there – extremely good.<\/p>\n<p>The character, the music, the pacing!<\/p>\n<p>Just perfect explanation of what the product is, who needs it, and how much does it cost! \ud83d\ude07<br \/>Keep up the great work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Thank you, I just felt inspired but most of the credit goes to AI. I needed a character that makes a boring routine fun and energetic. A higher pitched, high energy voice seemed to be more convincing. Pill mom helps you stay accountable vis a vis your treatment. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Pill Mom looks amazing! The bottle scanning is genius. Does it handle different generic versions of the same medication okay? So cool!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/H75IRMEOKUOZ53\" class=\"app-title\">Sip Savvy<\/a><\/p>\n<div class=\"one-liner\">Find Hidden Gems on Any Wine List<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7OCR\u626b\u63cf\u9910\u5385\u9152\u5355\u5e76\u5229\u7528AI\u6bd4\u5bf9\u96f6\u552e\u4ef7\u8fdb\u884c\u52a0\u4ef7\u5206\u6790\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u7528\u9910\u573a\u666f\u4e2d\u5feb\u901f\u8bc6\u522b\u9ad8\u6027\u4ef7\u6bd4\u8461\u8404\u9152\uff0c\u907f\u514d\u76f2\u76ee\u70b9\u5355\u7684\u201c\u53e3\u888b\u4f8d\u9152\u5e08\u201d\u5e94\u7528\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0f426926-4a3b-4dd1-8749-a41ec05524f4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4a6be5d-7642-44d2-8ba3-075e75ac8f37.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8c6972aa-2d1a-4619-bc47-7a123e2942f7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e9e45150-5238-4a0d-97c5-2b6826001cc9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6e1d73f9-181b-4de3-9ce9-d85fc8ed7e12.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/217ac093-afa2-4137-a7bb-8125344d9991.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/L3b0UyYqeMw\"><source src=\"https:\/\/youtu.be\/L3b0UyYqeMw\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Wine<\/span><br \/>\n <span class=\"tag\">Drinking<\/span><br \/>\n <span class=\"tag\">Dining<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8461\u8404\u9152\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u9910\u996e\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u6bd4\u4ef7<\/span><br \/>\n <span class=\"tag\">OCR\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u51b3\u7b56\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u65b9\u5f0f<\/span><br \/>\n <span class=\"tag\">\u7cbe\u51c6\u6d88\u8d39<\/span><br \/>\n <span class=\"tag\">\u4f8d\u9152\u5e08<\/span><br \/>\n <span class=\"tag\">\u4ef7\u503c\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u70b9\u9152<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u9910\u684c\u4e0b\u75af\u72c2\u8c37\u6b4c\u201d\u75db\u70b9\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5e76\u5bf9OCR\u83dc\u5355\u626b\u63cf\u529f\u80fd\u8868\u793a\u8d5e\u8d4f\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1. \u5bf9\u6570\u636e\u51c6\u786e\u6027\uff08\u5982\u5e74\u4efd\u5dee\u5f02\u3001\u4ef7\u683c\u6765\u6e90\uff09\u548c\u5339\u914d\u903b\u8f91\u7684\u7591\u8651\uff1b2. \u5f3a\u70c8\u671f\u5f85\u589e\u52a0\u9910\u98df\u642d\u914d\u529f\u80fd\uff1b3. \u8ba4\u53ef\u4ef7\u503c\u8bc4\u5206\u548c\u52a0\u4ef7\u5206\u6790\u80fd\u6709\u6548\u6539\u53d8\u6d88\u8d39\u884c\u4e3a\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Sip Savvy \u7784\u51c6\u4e86\u4e00\u4e2a\u7cbe\u5de7\u7684\u7ec6\u5206\u5e02\u573a\u75db\u70b9\u2014\u2014\u9910\u5385\u9152\u5355\u7684\u4fe1\u606f\u4e0d\u5bf9\u79f0\u6ea2\u4ef7\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u521b\u9020\u4e00\u4e2a\u5168\u65b0\u7684\u9700\u6c42\uff0c\u800c\u662f\u5c06\u8461\u8404\u9152\u7231\u597d\u8005\u79c1\u4e0b\u8fdb\u884c\u7684\u3001\u7b28\u62d9\u7684\u6bd4\u4ef7\u8c03\u7814\uff08Google\u641c\u7d22\uff09\u8fc7\u7a0b\u4ea7\u54c1\u5316\u3001\u4f18\u96c5\u5316\u548c\u5373\u65f6\u5316\uff0c\u8bd5\u56fe\u5c06\u6d88\u8d39\u51b3\u7b56\u4ece\u201c\u4fe1\u4efb\u535a\u5f08\u201d\u626d\u8f6c\u4e3a\u201c\u6570\u636e\u9a71\u52a8\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u4f46\u62a4\u57ce\u6cb3\u4e0e\u98ce\u9669\u5e76\u5b58\u3002\u5176\u6838\u5fc3\u58c1\u5792\u5728\u4e8e\u4e24\u70b9\uff1a\u4e00\u662fOCR\u8bc6\u522b\u5728\u7eb7\u7e41\u590d\u6742\u7684\u9152\u5355\u6392\u7248\u4e0b\u7684\u51c6\u786e\u6027\u4e0e\u9c81\u68d2\u6027\uff1b\u4e8c\u662f\u5176\u80cc\u540e\u8461\u8404\u9152\u96f6\u552e\u4ef7\u683c\u6570\u636e\u5e93\u7684\u5e7f\u5ea6\u3001\u65f6\u6548\u6027\u4e0e\u6743\u5a01\u6027\u3002\u4ece\u521b\u59cb\u4eba\u7684\u56de\u590d\u770b\uff0c\u4ed6\u4eec\u91c7\u7528\u4e86\u201c\u786c\u7f16\u7801\u903b\u8f91\u201d\u548c\u4eba\u5de5\u63a8\u65ad\u6765\u5f25\u8865\u6570\u636e\u5339\u914d\u7684\u4e0d\u8db3\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u5176\u65e9\u671f\u9636\u6bb5\u7684\u8106\u5f31\u6027\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u9700\u8981\u6301\u7eed\u5582\u517b\u6570\u636e\u5e76\u4f18\u5316\u7b97\u6cd5\u7684\u6a21\u578b\uff0c\u89c4\u6a21\u6269\u5f20\u53ef\u80fd\u4f34\u968f\u8bef\u5dee\u7387\u7684\u63d0\u5347\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u7684\u8d28\u7591\u76f4\u51fb\u8981\u5bb3\uff1a\u8461\u8404\u9152\u4e16\u754c\u5b58\u5728\u5de8\u5927\u7684SKU\u590d\u6742\u5ea6\u3001\u5e74\u4efd\u5dee\u5f02\u548c\u533a\u57df\u4ef7\u683c\u6ce2\u52a8\u3002\u4ec5\u63d0\u4f9b\u201c\u4ef7\u503c\u5206\u6570\u201d\u800c\u672a\u80fd\u5145\u5206\u900f\u660e\u5316\u6570\u636e\u6765\u6e90\u548c\u8ba1\u7b97\u903b\u8f91\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u4e13\u4e1a\u7528\u6237\u6216\u9ad8\u4ef7\u9152\u6d88\u8d39\u8005\u7684\u4fe1\u4efb\u3002\u6b64\u5916\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u60f3\u8c61\u7a7a\u95f4\u76ee\u524d\u5c40\u9650\u4e8e\u5de5\u5177\u5c5e\u6027\uff0c\u7528\u6237\u4f7f\u7528\u9891\u6b21\u5929\u7136\u53d7\u9650\u4e8e\u5916\u51fa\u7528\u9910\u53ca\u70b9\u9152\u7684\u573a\u666f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u7cbe\u51c6\u6293\u4f4f\u4e86\u5f53\u4ee3\u6d88\u8d39\u8005\u201c\u62d2\u7edd\u4e3a\u4fe1\u606f\u5dee\u4e70\u5355\u201d\u7684\u5fc3\u7406\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6bd4\u4ef7\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u201c\u6d88\u8d39\u5e73\u6743\u201d\u7684\u5fc3\u7406\u6697\u793a\uff0c\u8d4b\u4e88\u7528\u6237\u8c08\u5224\uff08\u4e0e\u4f8d\u9152\u5e08\u4ea4\u6d41\uff09\u7684\u5e95\u6c14\u3002\u82e5\u80fd\u5728\u4fdd\u8bc1\u6838\u5fc3\u529f\u80fd\u51c6\u786e\u6027\u7684\u57fa\u7840\u4e0a\uff0c\u5411\u201c\u9910\u9152\u642d\u914d\u201d\u6216\u201c\u4e2a\u6027\u5316\u53e3\u5473\u63a8\u8350\u201d\u5ef6\u4f38\uff0c\u6216\u8bb8\u80fd\u4ece\u201c\u51b3\u7b56\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u9910\u996e\u4f53\u9a8c\u4f19\u4f34\u201d\uff0c\u6784\u5efa\u66f4\u6df1\u5c42\u7684\u7528\u6237\u7c98\u6027\u3002\u5f53\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u65f6\u523b\u7126\u8651\u7684\u4f18\u79c0MVP\uff0c\u4f46\u8981\u4ece\u201c\u6709\u7528\u201d\u5230\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u8fd8\u6709\u5f88\u957f\u7684\u6570\u636e\u4e0e\u4fe1\u4efb\u4e4b\u8def\u8981\u8d70\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Sip Savvy<\/span>\n <\/div>\n<div class=\"comment-content\">Stop panic-ordering the second cheapest bottle. \ud83c\udf77 Sip Savvy is your pocket sommelier that instantly analyzes restaurant wine lists to find the best value bottles. How it works: \ud83d\udcf8 Snap a photo \u2022 \ud83e\udde0 AI cross-references retail prices \u2022 \u2705 See “Value Scores” to spot gems and avoid markups. Features: Smart OCR on any menu \u2022 Real markup analysis per bottle \u2022 Personalized recommendations. Drink better. Spend smarter. Dine with confidence.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>“Stop panic-ordering the second cheapest bottle.” – haha, was just about to write a joke about that when realised you already have that as part of your description. \ud83d\ude04<\/p>\n<p>Does your app also matches food with wine?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@avloss \ud83e\udd23 funny because it\u2019s true! Then I always have buyer remorse when I see it\u2019s a $20 bottle that I just paid $60 for\u2026<\/p>\n<p>The descriptions of each wine we use Gemini to add which types of food it may go well with, but we\u2019ve discussed how to match actual menu items with the wine list. If it\u2019s requested enough we will add the feature!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>\ud83d\udc4b Hi Product Hunt!<\/strong><\/p>\n<p>I\u2019m Taylor. After 10+ years as a product engineer in tech, I\u2019m used to optimizing everything. But whenever I went out to dinner, I found myself stuck with two terrible options when the wine list arrived:<\/p>\n<ol>\n<li>\n<p><strong>Blindly trust the waiter:<\/strong> Which usually meant getting recommended a “house favorite” that was actually a mediocre bottle with a 400% markup.<\/p>\n<\/li>\n<li>\n<p><strong>Do the manual labor:<\/strong> Spend the first 15 minutes of the meal ignoring my date\/friends while I furiously Googled individual bottles under the table to check ratings and MSRP.<\/p>\n<\/li>\n<\/ol>\n<p>I wanted a third option. I wanted the data without the homework.<\/p>\n<\/p>\n<p>So, I built <strong>Sip Savvy<\/strong> with my friend <a href=\"https:\/\/www.producthunt.com\/@luke_mulcahy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"luke_mulcahy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_mulcahy<\/a>.<\/p>\n<\/p>\n<p>We didn’t want another app that scans <em>labels<\/em> (useless until you order). We built an <strong>OCR engine that reads the menu.<\/strong><\/p>\n<\/p>\n<p><strong>How it solves the dilemma:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Snap:<\/strong> Take a photo of the list.<\/p>\n<\/li>\n<li>\n<p><strong>Analyze:<\/strong> We cross-reference menu prices against real-world retail data instantly.<\/p>\n<\/li>\n<li>\n<p><strong>Decide:<\/strong> We highlight the “Hidden Gems”\u2014bottles with great ratings and fair pricing\u2014so you can order confidently in seconds, not minutes.<\/p>\n<\/li>\n<\/ul>\n<p><strong>We\u2019d love your feedback on:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>The Scan Accuracy:<\/strong> Try it on a photo of a menu from your camera roll.<\/p>\n<\/li>\n<li>\n<p><strong>The “Value Score”:<\/strong> Does knowing the markup change what you would order?<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.producthunt.com\/@luke_mulcahy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"luke_mulcahy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_mulcahy<\/a> and I will be here all day answering questions. Can\u2019t wait to hear what you think! \ud83c\udf77<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The ‘furiously Googling under the table’ visual is so relatable. \ud83d\ude02 <\/p>\n<\/p>\n<p>Love that you focused on OCR for the <em>menu<\/em> rather than just scanning labels\u2014that’s the real friction point before ordering. Congrats on the launch, Taylor!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@superchargeext thanks so much! Appreciate the support.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Sip Savvy is exactly what I need! Love the markup analysis feature. Does the AI account for vintage variations when calculating the value score? Super cool product!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jaydev13 yes! The value is based on the MSRP of the specific vintage that is showing on the menu. <\/p>\n<p>V2 will also have a fall back option to a wine average if the vintage MSRP\/current retail price is way higher than the average.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is actually really lovely =) I\u2019d 100% keep this on my phone as a go-to when I\u2019m staring at a wine list and feeling lost <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@marina_sysoeva thanks Marina! Let me know if you have any feedback or things we can improve.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool app <a href=\"https:\/\/www.producthunt.com\/@tayrob5\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"tayrob5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tayrob5<\/a> will definetly give it a spin this christmas. <\/p>\n<\/p>\n<p>All the best this launch! Just don’t go too hard as I see you’re only 4 places behind my own launch \ud83d\ude31 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@peter_van_doorn thank you! Congrats on your launch as well.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I want to love this but I\u2019m skeptical about the accuracy. There are like a million different wines out there, prices vary wildly between retailers and regions, and every restaurant formats their menus differently – some just say \u2018Bordeaux\u2019 without the vintage or producer. How are you actually pulling reliable pricing data and matching it correctly? Seems like there\u2019s a lot of room for error here.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@abod_rehman Yes! This was a tricky problem. We ended up having to hardcode some logic and think like a human would. For instance, if it\u2019s a reserve wine and there isn\u2019t the word reserve on the menu, then it\u2019s probably not the reserve. Also, what is most likely based on popularity and price point. At or slightly under MSRP happens and is fun to find, but likely it\u2019s not going to be 20% of MSRP etc.<\/p>\n<p>Still lots of work to go, but we got it to a point where it\u2019s right more than it is wrong for now. Will continue to try to improve it!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6EN3MK46QQREZI\" class=\"app-title\">LifeGrid<\/a><\/p>\n<div class=\"one-liner\">Connect your daily tasks to what actually matters<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">28<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LifeGrid\u662f\u4e00\u6b3e\u4e2a\u4eba\u89c4\u5212\u7cfb\u7edf\uff0c\u901a\u8fc7\u5c06\u65e5\u5e38\u4efb\u52a1\u4e0e\u4eba\u751f\u76ee\u6807\uff08\u751f\u6d3b\u9886\u57df\u3001OKRs\uff09\u76f4\u63a5\u5173\u8054\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u591a\u4e2a\u5de5\u5177\u95f4\u5207\u6362\u3001\u4efb\u52a1\u4e0e\u957f\u671f\u76ee\u6807\u8131\u8282\uff0c\u5bfc\u81f4\u5fd9\u788c\u5374\u65e0\u771f\u5b9e\u8fdb\u5c55\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cdb59726-0ea4-4e42-a60e-482b3e4967fc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d5250ac-b9bc-48c7-942b-1faad10ea8a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dfee4e30-4e6f-4ddb-bada-e422987bb1ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/138fc9b3-cdef-4a70-a2a4-462b3f4132d1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e0e56309-07a4-4322-a164-a81454cbefee.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8278feee-c970-4458-a9ed-159ea146d012.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4eba\u751f\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u76ee\u6807\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">OKR\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u64cd\u4f5c\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u4f18\u5148\u7ea7\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6218\u7565\u6267\u884c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u96c6\u4e2d\u4e8e\uff1a\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u5176\u4e2a\u4eba\u75db\u70b9\u7684\u5f00\u53d1\u521d\u8877\u4e0e\u6838\u5fc3\u8bbe\u8ba1\u54f2\u5b66\uff1b\u6709\u7528\u6237\u8be2\u95ee\u4e0eToggl\u7b49\u65f6\u95f4\u8ffd\u8e2a\u5de5\u5177\u7684\u533a\u522b\uff0c\u5f97\u5230\u201c\u89c4\u5212\u65f6\u95f4\u53bb\u5411\u201d\u4e0e\u201c\u8ffd\u8e2a\u65f6\u95f4\u53bb\u5411\u201d\u7684\u6f84\u6e05\uff1b\u53e6\u6709\u7528\u6237\u5bf9\u9700\u8981\u7ed1\u5b9a\u652f\u4ed8\u65b9\u5f0f\u624d\u80fd\u8bd5\u7528\u8868\u793a\u4e0d\u6ee1\uff0c\u5f00\u53d1\u8005\u8868\u793a\u4f1a\u8003\u8651\u6b64\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n LifeGrid\u7684\u91ce\u5fc3\u5e76\u975e\u518d\u9020\u4e00\u4e2a\u4efb\u52a1\u7ba1\u7406\u5668\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u4e2a\u4eba\u751f\u6d3b\u7684\u201c\u6218\u7565\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5728\u4e8e\u5bf9\u751f\u4ea7\u529b\u5de5\u5177\u5e95\u5c42\u903b\u8f91\u7684\u4e00\u6b21\u98a0\u8986\u6027\u5c1d\u8bd5\uff1a\u5c06\u4f20\u7edf\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\uff08\u4efb\u52a1\u9a71\u52a8\uff09\u7684\u7ba1\u7406\u6a21\u5f0f\uff0c\u626d\u8f6c\u4e3a\u201c\u81ea\u4e0a\u800c\u4e0b\u201d\uff08\u613f\u666f\u9a71\u52a8\uff09\u7684\u89c4\u5212\u6a21\u5f0f\u3002\u901a\u8fc7\u5f3a\u5236\u7528\u6237\u5148\u5b9a\u4e49\u201c\u751f\u6d3b\u9886\u57df\u201d\u548c\u201cOKRs\u201d\uff0c\u518d\u884d\u751f\u51fa\u9879\u76ee\u3001\u4e60\u60ef\u548c\u6bcf\u65e5\u4efb\u52a1\uff0c\u5b83\u5f3a\u884c\u5efa\u7acb\u4e86\u5fae\u89c2\u884c\u52a8\u4e0e\u5b8f\u89c2\u76ee\u6807\u7684\u56e0\u679c\u94fe\u6761\uff0c\u65e8\u5728\u6839\u6cbb\u201c\u6218\u672f\u4e0a\u7684\u52e4\u594b\u63a9\u76d6\u6218\u7565\u4e0a\u7684\u61d2\u60f0\u201d\u8fd9\u4e00\u73b0\u4ee3\u901a\u75c5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7406\u5ff5\u9887\u5177\u6d1e\u5bdf\u529b\uff0c\u4f46\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5b83\u8981\u6c42\u7528\u6237\u5177\u5907\u9ad8\u5ea6\u7684\u81ea\u6211\u8ba4\u77e5\u548c\u6218\u7565\u89c4\u5212\u80fd\u529b\uff0c\u8fd9\u5bf9\u8bb8\u591a\u5c1a\u5904\u4e8e\u76ee\u6807\u6a21\u7cca\u9636\u6bb5\u7684\u7528\u6237\u6784\u6210\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4ea7\u54c1\u53ef\u80fd\u5929\u7136\u7b5b\u9009\u51fa\u4e00\u6279\u9ad8\u8ba1\u5212\u6027\u7528\u6237\u3002\u5176\u6b21\uff0c\u5c06\u590d\u6742\u3001\u6d41\u52a8\u7684\u4eba\u751f\u5f3a\u884c\u7eb3\u5165\u201c\u751f\u6d3b\u9886\u57df\u2192OKR\u2192\u9879\u76ee\u2192\u4efb\u52a1\u201d\u7684\u521a\u6027\u6846\u67b6\uff0c\u662f\u5426\u4f1a\u5e26\u6765\u65b0\u7684\u7ba1\u7406\u8d1f\u62c5\u4e0e\u7126\u8651\uff1f\u5176\u201c\u6e05\u6670\u201d\u7684\u7ed3\u6784\u662f\u5426\u8db3\u4ee5\u5bb9\u7eb3\u751f\u6d3b\u7684\u5076\u7136\u6027\u4e0e\u521b\u9020\u6027\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u4e0eToggl\u7684\u5bf9\u6bd4\u6070\u6070\u70b9\u660e\u4e86\u5176\u5b9a\u4f4d\uff1a\u5b83\u4e0d\u662f\u4e8b\u540e\u5206\u6790\u7684\u65f6\u95f4\u4f1a\u8ba1\uff0c\u800c\u662f\u4e8b\u524d\u51b3\u7b56\u7684\u6218\u7565\u53c2\u8c0b\u3002\u7136\u800c\uff0c\u521b\u59cb\u4eba\u201c\u4e3a\u81ea\u5df1\u800c\u5efa\u201d\u7684\u80cc\u666f\u65e2\u662f\u5176\u8bbe\u8ba1\u6df1\u5ea6\u7684\u6765\u6e90\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u666e\u9002\u6027\u7684\u76f2\u70b9\u3002\u7528\u6237\u5173\u4e8e\u8bd5\u7528\u6d41\u7a0b\u7684\u62b1\u6028\uff0c\u5219\u63ed\u793a\u4e86\u5176\u4f5c\u4e3a\u4e00\u6b3e\u4ed8\u8d39\u751f\u4ea7\u529b\u5de5\u5177\u5728\u589e\u957f\u7b56\u7565\u4e0a\u7684\u7ecf\u5178\u56f0\u5883\u2014\u2014\u5982\u4f55\u5728\u964d\u4f4e\u4f53\u9a8c\u95e8\u69db\u4e0e\u4fdd\u969c\u5546\u4e1a\u53ef\u6301\u7eed\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cLifeGrid\u662f\u4e00\u6b3e\u7406\u5ff5\u5148\u884c\u7684\u201c\u89c2\u70b9\u578b\u4ea7\u54c1\u201d\u3002\u5b83\u672a\u5fc5\u9002\u5408\u6240\u6709\u4eba\uff0c\u4f46\u5bf9\u4e8e\u90a3\u4e9b\u6df1\u53d7\u76ee\u6807\u4e0e\u6267\u884c\u8131\u8282\u4e4b\u82e6\u3001\u6e34\u671b\u7cfb\u7edf\u6027\u5bf9\u9f50\u751f\u6d3b\u4e0e\u884c\u52a8\u7684\u7528\u6237\u800c\u8a00\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u503c\u5f97\u6df1\u5165\u5c1d\u8bd5\u7684\u4e25\u8083\u6846\u67b6\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u8fd9\u4e2a\u6846\u67b6\u5728\u957f\u671f\u4f7f\u7528\u4e2d\uff0c\u662f\u6210\u4e3a\u4e00\u79cd\u89e3\u653e\u601d\u60f3\u7684\u201c\u64cd\u4f5c\u7cfb\u7edf\u201d\uff0c\u8fd8\u662f\u53e6\u4e00\u79cd\u9700\u8981\u7cbe\u5fc3\u7ef4\u62a4\u7684\u201c\u7cfb\u7edf\u8d1f\u62c5\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LifeGrid<\/span>\n <\/div>\n<div class=\"comment-content\">LifeGrid connects your daily tasks to your life goals through three layers: Strategy (Life Areas + OKRs) Tactics (Projects + Habits) Action (Daily Focus). LifeGrid is an operating system for your life. Ensuring every task you complete moves you toward your goals.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey Product Hunt \ud83d\udc4b I just shipped something I’ve wanted to exist for years.<\/strong><\/p>\n<p>I’ll be upfront: I broke the classic founder rule of “don’t build for yourself.” But I’d been waiting for someone else to solve this problem, and year after year, nothing showed up that worked the way I needed. So I finally built it.<\/p>\n<p><strong>The product:<\/strong> <a href=\"https:\/\/lifegrid.do\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">LifeGrid<\/a> is a personal planning system designed to force a real connection between your long-term priorities and what you actually spend your time on each day.<\/p>\n<p><strong>The problem it solves:<\/strong><\/p>\n<p>For years, I kept bumping into the same frustrating question: <em>Is what I’m doing today actually moving me toward the things that matter in my life?<\/em><\/p>\n<p>And I never had a good answer.<\/p>\n<p>My tasks lived in one app. My goals lived in another. My habits were tracked somewhere else. None of them talked to each other. I’d finish a productive week, check off dozens of tasks, and still feel like I hadn’t made real progress on the things I cared about most.<\/p>\n<p>The problem wasn’t a lack of tools. The problem was that none of those tools started with the right question: <em>What actually matters to you, and how does today’s work serve that?<\/em><\/p>\n<p><strong>How LifeGrid works:<\/strong><\/p>\n<p>LifeGrid flips the typical productivity approach. Instead of starting with tasks and hoping they roll up into something meaningful, you start at the top and work down.<\/p>\n<p>First, you define your Life Areas: the domains that matter to you. Health, career, relationships, finances, personal growth, whatever is real for your life.<\/p>\n<p>Then you set OKRs (Objectives and Key Results) within each Life Area. These are your goals with measurable outcomes attached.<\/p>\n<p>From there, you create Projects and Habits that directly support those OKRs. Every project and every habit is explicitly anchored to a life area and objective.<\/p>\n<p>The result: instead of juggling a scattered collection of tasks across multiple apps, you get a single prioritized queue for your entire life. You can see at a glance what’s getting attention and, more importantly, what’s being neglected.<\/p>\n<p>Weekly planning becomes the moment where you decide what deserves your focus. Daily planning becomes the control point for what actually enters your day. And because everything traces back to your life priorities, you always know <em>why<\/em> you’re doing what you’re doing.<\/p>\n<p><strong>Two features I really like:<\/strong><\/p>\n<p><strong>Defer:<\/strong> Not every task is ready to be worked on right now. Maybe you’re waiting for information, or the timing just isn’t right. Deferring lets you “snooze” tasks until a specific date. They disappear from your queue and resurface automatically when they’re relevant. It keeps your focus on what’s actually actionable today without losing track of future work.<\/p>\n<p><strong>Delegate:<\/strong> When someone else needs to take action, you can hand off the task while keeping it in your system. Delegated tasks live in a “Waiting on Others” view, and you can set follow-up dates so the task resurfaces when it’s time to check on progress. You stay accountable for work you’ve handed off without it cluttering your active queue.<\/p>\n<p><strong>The core philosophy:<\/strong><\/p>\n<p>Your to-do list should serve your life vision, not the other way around.<\/p>\n<p>Most productivity systems treat tasks as the atomic unit. LifeGrid treats your life priorities as the foundation: Life Areas \u2192 OKRs \u2192 Projects and Habits \u2192 Tasks. It’s a small shift in structure, but it changes everything about how planning feels.<\/p>\n<p><strong>I’d genuinely love your feedback.<\/strong><\/p>\n<p>This has been a solo project born out of personal frustration, and I know it won’t be perfect out of the gate. If you try it and something doesn’t click, I want to hear about it.<\/p>\n<p>14-day free trial to explore everything. And if you decide to stick around after that, the coupon code <strong>LaunchParty<\/strong> gets you 20% off.<\/p>\n<p>\ud83d\udd17 <a href=\"http:\/\/lifegrid.do\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">lifegrid.do<\/a><\/p>\n<p>Thanks for reading, and for any feedback you’re willing to share. \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is it similar to Toggl? Or? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> <br \/>Good question! Toggl tracks <em>where<\/em> your time went. <br \/>LifeGrid helps you decide <em>where<\/em> your time should go, i.e what matters to you. <\/p>\n<p>Different problems, both useful depending on what you need.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice idea and clean concept.<\/p>\n<p>A bit unfortunate there\u2019s no free access without trial to explore it first.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for the feedback <a href=\"https:\/\/www.producthunt.com\/@miasantos\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"miasantos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miasantos<\/a> <br \/>We do offer a 14-day trial, though you’re right that it requires signing up with a payment method. Totally fair point, it’s something we’ll keep in mind.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/O2ISVWE6DJ2DI4\" class=\"app-title\">aicofounder.com<\/a><\/p>\n<div class=\"one-liner\">Make something people actually want<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">25<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u521b\u4e1a\u8005\u63d0\u4f9b\u7ed3\u6784\u5316\u8def\u5f84\u7684AI\u534f\u540c\u5e73\u53f0\uff0c\u901a\u8fc7\u6574\u5408\u5e02\u573a\u7814\u7a76\u3001\u9700\u6c42\u9a8c\u8bc1\u3001\u7f51\u7ad9\u521b\u5efa\u7b49\u5de5\u5177\uff0c\u5728\u4ece\u521b\u610f\u5230\u4ea7\u54c1\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u89e3\u51b3\u9a8c\u8bc1\u4e0d\u8db3\u3001\u65b9\u5411\u504f\u79bb\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5e2e\u52a9\u521b\u59cb\u4eba\u907f\u514d\u6253\u9020\u201c\u65e0\u4eba\u95ee\u6d25\u201d\u7684\u4ea7\u54c1\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/586b01f1-172c-4ed0-8535-4e86c17b5f43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6cab17e3-d247-46b1-8ce5-3d36214f23d3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c2e96b6f-7d63-4b3a-b518-b7500c6a2d7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6206af42-2374-4ece-bad8-9edaba0ffda2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/43155390-a6f9-40be-9f6b-044e071df668.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=tMl588aZLk0\"><source src=\"https:\/\/www.youtube.com\/watch?v=tMl588aZLk0\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Maker Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u521b\u4e1a\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u7cbe\u76ca\u521b\u4e1a<\/span><br \/>\n <span class=\"tag\">\u9700\u6c42\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5185\u5bb9<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1\u6846\u67b6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u80af\u5b9a\u5176\u5e26\u6765\u7684\u6e05\u6670\u5ea6\u548c\u9a8c\u8bc1\u4ef7\u503c\uff0c\u80fd\u907f\u514d\u65e0\u6548\u5f00\u53d1\u3001\u8282\u7701\u65f6\u95f4\u3002\u6b63\u9762\u8bc4\u4ef7\u96c6\u4e2d\u5728\u7ed3\u6784\u5316\u6307\u5bfc\u3001\u514d\u8d39\u5c42\u6177\u6168\u3002\u5efa\u8bae\/\u95ee\u9898\u5305\u62ec\uff1a\u4ef7\u683c\u76f8\u5bf9\u7ade\u54c1\u8f83\u9ad8\uff0c\u90e8\u5206\u529f\u80fd\u53ef\u901a\u8fc7\u901a\u7528AI\u5b9e\u73b0\uff1b\u65e9\u671f\u7248\u672c\u754c\u9762\u590d\u6742\uff0c\u73b0\u5df2\u4f18\u5316\u7b80\u5316\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n aicofounder.com \u7684\u672c\u8d28\uff0c\u5e76\u975e\u4e00\u4e2a\u6280\u672f\u98a0\u8986\u6027\u7684AI\u6a21\u578b\uff0c\u800c\u662f\u4e00\u4e2a\u5c06\u7cbe\u76ca\u521b\u4e1a\u65b9\u6cd5\u8bba\u4e0e\u73b0\u6709AI\u80fd\u529b\u8fdb\u884c\u6df1\u5ea6\u6574\u5408\u7684\u201c\u6d41\u7a0b\u5f15\u64ce\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5bf9\u6297\u521b\u59cb\u4eba\u5929\u751f\u7684\u201c\u89e3\u51b3\u65b9\u6848\u8ff7\u604b\u201d\u548c\u8ba4\u77e5\u504f\u5dee\uff0c\u901a\u8fc7\u5f3a\u5236\u6027\u7684\u7ed3\u6784\u5316\u6b65\u9aa4\uff08\u5982\u5148\u8fdb\u884c\u793e\u4ea4\u5a92\u4f53\u9700\u6c42\u641c\u7d22\u518d\u751f\u6210\u7f51\u7ad9\uff09\uff0c\u5c06\u6a21\u7cca\u7684\u7075\u611f\u8f6c\u5316\u4e3a\u53ef\u6d4b\u8bd5\u7684\u5047\u8bbe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u6293\u4f4f\u4e86\u5f53\u524dAI\u5e94\u7528\u5c42\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u901a\u7528\u5927\u6a21\u578b\u80fd\u529b\u5f3a\u5927\u4f46\u8fc7\u7a0b\u201c\u6df7\u4e71\u4e0e\u5206\u6563\u201d\uff0c\u800c\u4e13\u4e1a\u7528\u6237\u9700\u8981\u7684\u662f\u53ef\u91cd\u590d\u3001\u53ef\u4f9d\u8d56\u7684\u5de5\u4f5c\u6d41\u3002\u5b83\u5c06ChatGPT\u7b49\u5de5\u5177\u53ef\u80fd\u5b9e\u73b0\u7684\u96f6\u6563\u529f\u80fd\uff0c\u5c01\u88c5\u6210\u9488\u5bf9\u521b\u4e1a\u7279\u5b9a\u573a\u666f\u7684\u201c\u64cd\u4f5c\u6e05\u5355\u201d\uff0c\u964d\u4f4e\u4e86\u8ba4\u77e5\u8d1f\u8377\u548c\u6267\u884c\u95e8\u69db\u3002\u8d85\u8fc720,000\u540d\u7528\u6237\u7684\u91c7\u7528\uff0c\u4fa7\u9762\u5370\u8bc1\u4e86\u5e02\u573a\u5bf9\u8fd9\u79cd\u201cAI\u52a0\u6301\u7684\u521b\u4e1a\u811a\u624b\u67b6\u201d\u5b58\u5728\u5f3a\u70c8\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u201c\u62a4\u680f\u201d\u4ef7\u503c\u4e0e\u201c\u7075\u6d3b\u6027\u201d\u4e4b\u95f4\u5b58\u5728\u5929\u7136\u5f20\u529b\uff0c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u521b\u4e1a\u8005\u53ef\u80fd\u89c9\u5f97\u6d41\u7a0b\u675f\u7f1a\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u6307\u51fa\u7684\u201c\u4ef7\u683c\u201d\u95ee\u9898\u89e6\u53ca\u6838\u5fc3\uff1a\u5f53\u7528\u6237\u5df2\u8ba2\u9605\u529f\u80fd\u5f3a\u5927\u7684\u901a\u7528AI\u65f6\uff0c\u4e3a\u7279\u5b9a\u5de5\u4f5c\u6d41\u652f\u4ed8\u989d\u5916\u8d39\u7528\u7684\u610f\u613f\u9608\u503c\u5f88\u9ad8\u3002\u5e73\u53f0\u5fc5\u987b\u6301\u7eed\u8bc1\u660e\u5176\u6574\u5408\u5e26\u6765\u7684\u6548\u7387\u63d0\u5347\u548c\u51b3\u7b56\u4f18\u5316\uff0c\u8fdc\u8d85\u7528\u6237\u81ea\u884c\u7ec4\u5408\u5de5\u5177\u7684\u6210\u672c\u3002\u6700\u540e\uff0c\u5176\u62a4\u57ce\u6cb3\u5728\u4e8e\u5bf9\u521b\u4e1a\u6d41\u7a0b\u7684\u6df1\u523b\u7406\u89e3\u548c\u6301\u7eed\u8fed\u4ee3\u7684\u6570\u636e\u53cd\u9988\uff0c\u800c\u975eAI\u6280\u672f\u672c\u8eab\u3002\u82e5\u4e0d\u80fd\u5c06\u7528\u6237\u884c\u4e3a\u6570\u636e\u8f6c\u5316\u4e3a\u66f4\u7cbe\u51c6\u7684\u6d1e\u5bdf\u548c\u5efa\u8bae\uff0c\u5b83\u53ef\u80fd\u6700\u7ec8\u53ea\u662f\u4e00\u4e2a\u8bbe\u8ba1\u826f\u597d\u7684\u6a21\u677f\u96c6\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u7cbe\u51c6\u5207\u5165\u5229\u57fa\u5e02\u573a\u7684\u5b9e\u7528\u578b\u4ea7\u54c1\uff0c\u5b83\u7528AI\u89e3\u51b3\u4e86\u201c\u5982\u4f55\u6b63\u786e\u601d\u8003\u201d\u7684\u95ee\u9898\uff0c\u800c\u975e\u201c\u5982\u4f55\u66f4\u5feb\u7f16\u7801\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u662f\u5bf9\u201c\u7ed3\u6784\u5316AI\u4ee3\u7406\u5de5\u4f5c\u6d41\u201d\u8fd9\u4e00\u5546\u4e1a\u6a21\u5f0f\u53ef\u884c\u6027\u7684\u91cd\u8981\u8bd5\u91d1\u77f3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">aicofounder.com<\/span>\n <\/div>\n<div class=\"comment-content\">aicofounder gives you the structure you have been looking for to go from idea to a product people actually want. Over 20,000 founders research and build their product with their AI cofounder.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hej! We are the Swedish brothers behind <a href=\"http:\/\/aicofounder.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">aicofounder.com<\/a><\/p>\n<\/p>\n<p>As founders building products, we were looking for a better way to go from idea to product without missing crucial steps along the way like proper market research and idea validation.<\/p>\n<\/p>\n<p>Building with general LLMs is messy and scattered, which results in many founders spending months building something nobody wants. So we decided to build an AI cofounder specifically designed to help founders go from idea to a product people actually want.<\/p>\n<\/p>\n<p>aicofounder currently helps over 20,000 founders research, build, and market their products.<\/p>\n<\/p>\n<p>The platform contains 5 phases: Ideation -> Research -> Solution -> Website -> Marketing<\/p>\n<\/p>\n<p>Each phase with tools to help you:<\/p>\n<ul>\n<li>\n<p>Find real demand by searching social media with AI agents<\/p>\n<\/li>\n<li>\n<p>Build a website to validate demand before building your product<\/p>\n<\/li>\n<li>\n<p>Generate social media content to drive traffic to your website and confirm demand with real signups<\/p>\n<\/li>\n<\/ul>\n<p>We have a generous free tier (credits renew daily), so give it a try if:<\/p>\n<ul>\n<li>\n<p>You want to build a product but need help finding a good idea<\/p>\n<\/li>\n<li>\n<p>You\u2019re sitting on a business idea but not sure where to start or if it has real potential<\/p>\n<\/li>\n<\/ul>\n<p>We\u2019re here all day to answer any questions you have!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@felixheikka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@felixheikka<\/a> <\/p>\n<\/p>\n<p>Love the tool and it has been ultra helpful in clearly articulating each area of the business. Good luck guys<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>aicofounder helped me so much this year. Thanks so much for this incredible product. For all the clarity it brought to my solopreneur journey. Outstanding value for the price. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jonaskamber\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jonaskamber<\/a> That’s awesome to hear, Jonas! I’m really glad to hear it provided value to you as a solopreneur. Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of the most important parts of building a product is actually validating that you have a way to reach paying customers. With aicofounder I was actually able to see that I did NOT have this for my idea. Disappointing of course, but it saved me so much time. Getting to that point in days before writing a single line of code. I will pivot and keep working on figuring out what the right product is AND how to market it. But I\u2019m glad to have this tool to help me in the process. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>aicofounder is great!! Stops you falling into the classic trap of solutionising too early \/ betting everything on your product without first validating the problem and sizing the market. <\/p>\n<\/p>\n<p>I think its a bit pricier for what you get as technically you could coax the same results of a Claude\/ChatGPT subscription (and most people trying this probably have one of those paid already)…. but way cheaper than investing in a startup without validation AND there’s a generous free tier.<\/p>\n<\/p>\n<p>I also love how its evolved – back when it was called ‘buildpad’ there were way more phases and a spider diagram that was a lot more confusing. It’s much clearer and more focussed now.<\/p>\n<\/p>\n<p>Congrats on launching Felix and team!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/RYGNATD3KCD47S\" class=\"app-title\">LARA | AI That Runs & Optimizes Ads<\/a><\/p>\n<div class=\"one-liner\">AI Agent to Run, Optimize & Scale Meta Ads for Founders<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">19<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LARA\u662f\u4e00\u6b3e\u901a\u8fc7\u7b80\u5355\u804a\u5929\u63a7\u5236\u7684\u81ea\u4e3bAI\u5e7f\u544a\u4ee3\u7406\uff0c\u4e13\u4e3a\u521b\u59cb\u4eba\u8bbe\u8ba1\uff0c\u5728Meta\u5e73\u53f0\u4e0a\u81ea\u52a8\u8fd0\u884c\u3001\u4f18\u5316\u548c\u6269\u5c55\u5e7f\u544a\uff0c\u89e3\u51b3\u4e86\u5c0f\u4f01\u4e1a\u4e3b\u7f3a\u4e4f\u65f6\u95f4\u548c\u4e13\u4e1a\u77e5\u8bc6\u8fdb\u884c\u590d\u6742\u3001\u624b\u52a8\u5e7f\u544a\u7ba1\u7406\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4bf13248-eed6-461e-99ea-cf1ee0aa2596.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c306bfa2-1c64-40b1-91cf-d017a1455994.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb31e1a8-7838-4294-a575-d2bed2a072e1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ffaed1bb-54d8-41e0-b8d3-7aa8b8d8c27e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/75f81d0c-1e37-4822-9005-86da4e8caca9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19e93dd9-55e9-4dca-b787-c993d659ff60.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e31e44b7-6f48-4e74-ad39-7d477e455d02.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/071b2264-70ee-403c-bfeb-3da3921f2e7b.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/22ad4226ebf44f17819b38c14dd8f9e4\"><source src=\"https:\/\/www.loom.com\/share\/22ad4226ebf44f17819b38c14dd8f9e4\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Advertising<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">YouTube<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5e7f\u544a\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">Meta\u5e7f\u544a\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u4ea4\u4e92\u5e7f\u544a\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5e7f\u544a\u521b\u610f\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u53d7\u4f17\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u5168\u5929\u5019\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5370\u5c3c\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u64cd\u4f5c<\/span><br \/>\n <span class=\"tag\">\u7ee9\u6548\u8425\u9500<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u521b\u59cb\u4eba\u4eb2\u8ff0\u89e3\u51b3\u201c\u624b\u52a8\u3001\u5b64\u72ec\u201d\u8425\u9500\u7684\u75db\u70b9\u3002\u4ea7\u54c1\u88ab\u8d5e\u4e3a\u201c\u6539\u53d8\u6e38\u620f\u89c4\u5219\u201d\uff0c\u80fd\u964d\u4f4eCPA\uff0c\u50cf\u62e5\u6709\u5168\u804c\u5e7f\u544a\u4e70\u624b\u3002\u6838\u5fc3\u5efa\u8bae\u805a\u7126\u4e8e\uff1a\u5982\u4f55\u5efa\u7acb\u7528\u6237\u5bf9AI\u7ba1\u7406\u5e7f\u544a\u9884\u7b97\u7684\u4fe1\u4efb\uff0c\u4ee5\u53ca\u5982\u4f55\u4ece\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u7684\u5de5\u5177\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n LARA\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u75bc\u75db\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u8d44\u6e90\u6709\u9650\u3001\u5374\u4e0d\u5f97\u4e0d\u4f9d\u8d56\u6570\u5b57\u5e7f\u544a\u7684\u4e2d\u5c0f\u4f01\u4e1a\u4e3b\u4e0e\u4e2a\u4f53\u521b\u4e1a\u8005\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\u6027\u7a81\u7834\uff0c\u800c\u662f\u4f53\u9a8c\u4e0e\u5de5\u4f5c\u6d41\u7684\u91cd\u6784\u2014\u2014\u7528\u804a\u5929\u754c\u9762\u53d6\u4ee3\u590d\u6742\u7684\u5e7f\u544a\u4eea\u8868\u76d8\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u964d\u7ef4\u6253\u51fb\u201d\uff0c\u5c06\u4e13\u4e1a\u5a92\u4f53\u4e70\u624b\u7684\u64cd\u4f5c\u903b\u8f91\u5c01\u88c5\u6210\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u201c\u4fe1\u4efb\u201d\u662f\u6700\u5927\u62e6\u8def\u864e\u3002\u5c06\u771f\u91d1\u767d\u94f6\u7684\u5e7f\u544a\u9884\u7b97\u4ea4\u7ed9\u4e00\u4e2a\u201c\u9ed1\u7bb1\u201dAI\u4f18\u5316\uff0c\u9700\u8981\u6781\u5f3a\u7684\u6548\u679c\u80cc\u4e66\u548c\u900f\u660e\u5ea6\u673a\u5236\uff0c\u4ec5\u9760\u201c\u50cf\u961f\u53cb\u201d\u7684\u60c5\u611f\u724c\u8fdc\u8fdc\u4e0d\u591f\u3002\u5176\u6b21\uff0c\u5176\u201c\u5168\u5929\u5019\u4f18\u5316\u201d\u7684\u6838\u5fc3\u5356\u70b9\uff0c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7b97\u6cd5\u5728Meta\u5e7f\u544a\u751f\u6001\u5185\u7684\u4f18\u5316\u6548\u7387\uff0c\u8fd9\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u5782\u76f4\u9886\u57df\u80fd\u5426\u6301\u7eed\u4ea7\u751f\u4f18\u52bf\uff0c\u6709\u5f85\u9a8c\u8bc1\u3002\u8bc4\u8bba\u4e2d\u7528\u6237\u76f4\u63a5\u63d0\u51fa\u7684\u201c\u5982\u4f55\u5efa\u7acb\u4fe1\u4efb\u201d\u548c\u201c\u5982\u4f55\u53d8\u5f97\u4e0d\u53ef\u6216\u7f3a\u201d\u4e24\u4e2a\u95ee\u9898\uff0c\u6070\u6070\u6233\u4e2d\u4e86\u4ea7\u54c1\u5f53\u524d\u6700\u8106\u5f31\u7684\u8f6f\u808b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ece\u5370\u5c3c\u5e02\u573a\u8d77\u6b65\u662f\u660e\u667a\u7684\u7b56\u7565\uff0c\u5f53\u5730\u6709\u5927\u91cf\u4e9f\u5f85\u6570\u5b57\u5316\u7684\u4e2d\u5c0f\u5546\u5bb6\uff0c\u4e14\u7ade\u4e89\u73af\u5883\u53ef\u80fd\u76f8\u5bf9\u5bbd\u677e\u3002\u4f46\u201c\u8001\u5976\u5976\u65b9\u6cd5\u201d\u5851\u9020\u7684\u6781\u81f4\u6613\u7528\u6027\uff0c\u5728\u5411\u66f4\u6210\u719f\u3001\u66f4\u590d\u6742\u7684\u5e02\u573a\u6269\u5f20\u65f6\uff0c\u53ef\u80fd\u4f1a\u4e0e\u5e7f\u544a\u4e3b\u5bf9\u6df1\u5ea6\u63a7\u5236\u548c\u6570\u636e\u5206\u6790\u7684\u9700\u6c42\u4ea7\u751f\u51b2\u7a81\u3002LARA\u7684\u5b9a\u4f4d\u66f4\u50cf\u662f\u201c\u5e7f\u544a\u81ea\u52a8\u9a7e\u9a76\u8f85\u52a9\u201d\uff0c\u800c\u975e\u201c\u5168\u81ea\u52a8\u9a7e\u9a76\u201d\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u5728\u4e8eAI\u662f\u5426\u6bd4\u8d44\u6df1\u4f18\u5316\u5e08\u66f4\u806a\u660e\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u572880%\u7684\u5e38\u89c4\u573a\u666f\u4e2d\uff0c\u53ef\u9760\u5730\u66ff\u4ee3\u4eba\u529b\uff0c\u5e76\u8ba9\u521b\u59cb\u4eba\u6562\u4e8e\u653e\u624b\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u627e\u5230\u4e86\u6b63\u786e\u7684\u8d77\u70b9\uff0c\u4f46\u901a\u5f80\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u4e4b\u8def\uff0c\u4ecd\u9700\u7528\u6301\u7eed\u7684\u3001\u53ef\u91cf\u5316\u7684ROI\u6765\u8bf4\u8bdd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LARA | AI That Runs & Optimizes Ads<\/span>\n <\/div>\n<div class=\"comment-content\">LARA is your always-on AI ads partner, built so you can focus on growing your business instead of managing ads. It\u2019s an autonomous AI agent for Meta Ads that you control through simple chat\u2014no dashboards. LARA works in English and Bahasa Indonesia, generates ad creatives or uses yours, builds smart audiences including retargeting, launches lead and sales campaigns, and optimizes 24\/7 by cutting losing ads and scaling winners.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi! I’m Michelle. I started as a solo online seller selling on Amazon and Shopify selling home fragrance products, my brand grew from 0 to 6 digits in a year. <a href=\"https:\/\/www.youtube.com\/watch?v=1iK9Y54K0zc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Won Best Innovation Award at CES Las Vegas 2020<\/a> by Reviewed.com, and also ran a Team Favorites project on <a href=\"https:\/\/www.producthunt.com\/@indiegogo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@indiegogo<\/a> .<\/p>\n<p>I ran ads myself, I checked performance obsessively. One person. One laptop. Too many tabs open at 2 a.m. LOL with no backup. Oftentimes I second-guessed every decision because one wrong move meant wasted money.<\/p>\n<p>What frustrated me most wasn\u2019t effort \u2014 it was how manual and lonely performance marketing felt. So together with some friends, I built LARA. Not as a \u201ctool\u201d. <br \/>But as the teammate I wished I had when I was doing everything alone. <\/p>\n<p>We\u2019re building LARA from Indonesia, for sellers globally who don\u2019t have time, teams, or endless budgets \u2014 but still want real results. <\/p>\n<p>What LARA does: <br \/>– AI digital marketing agent <br \/>– Launches and manages Meta ads through chat <br \/>– Creates audience (especially retargeting audience) <br \/>– Continuously optimizes your campaigns (and scales whatever works for you) <br \/>– All updates are sent to you via Whatsapp like “Your campaign is live” <\/p>\n<p>Who it\u2019s for <br \/>– Solo founders and small teams running online businesses (much like myself!) <br \/>– Ecommerce sellers tired of manual ad work <br \/>– Service industry business owners who want to get more leads <br \/>basically founders who understand marketing matters, but don\u2019t want it to consume their lives <\/p>\n<p>If you\u2019ve run ads before, we\u2019d love your thoughts on: <br \/>– What feels unclear or unnecessary? <br \/>– What would make you trust an AI with your ad budget? <br \/>– What would make this indispensable, not just \u201cnice to have\u201d? <\/p>\n<p>For the product hunt community, we have free credits so you can go ahead and try LARA today.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>20<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone! \ud83d\udc4b I\u2019m Rachel, the Product Lead behind <a href=\"https:\/\/www.producthunt.com\/products\/lara-ai-that-runs-optimizes-ads\" target=\"_blank\" rel=\"noopener\">@LARA | AI That Runs & Optimizes Ads<\/a><\/p>\n<\/p>\n<p>We started this because so many small business owners in Indonesia <em>exhausted<\/em>. They\u2019re forced to handle products, operations, customers, content, and ads all by themselves. Meta Ads dashboard in particular feels complicated, stressful, and easy to get wrong.<\/p>\n<\/p>\n<p>So we\u2019re building an AI assistant that helps sellers launch and run Meta ads simply by chatting. They don’t have to have ads knowledge or going to complicated dashboards.<\/p>\n<\/p>\n<p>From day one, we tested this directly with real sellers. We sat with moms running SMEs businesses and sellers from smaller cities, even remote areas like Papua, and walked through the product together. A lot of things didn\u2019t work well at first \ud83d\ude05 but their feedback helped us keep simplifying and improving it.<\/p>\n<\/p>\n<p>Here you can see some photos of our team working side by side with these moms! That hands-on process really shaped how the product works. Internally, we call this the \u201cgrandma method\u201d. If someone with no tech or ads background can use it comfortably, then we know we\u2019re building it right.<\/p>\n<\/p>\n<p>Our hope is simple that more SME sellers can finally use ads without feeling tired, overwhelmed, or left behind \ud83d\ude4f<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/44366e9d-8e21-4cf7-98aa-b34e30b6e7e9.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1760beef-0304-4941-bda6-e5b0143ec0e6.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rachel_larasati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rachel_larasati<\/a> And we are incredibly grateful for all the early feedback that helped us shape what LARA is today. Feedback from all these moms we met on the road were brutal but very honest. I still remember how overwhelmed Krisna got \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rachel_larasati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rachel_larasati<\/a> Proud of the team and grateful for the journey so far. Excited to learn from the feedback and keep building.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rachel_larasati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rachel_larasati<\/a> Designing tools while thinking \u201cGrandma\/Mom should understand this\u201d is not an easy task, and that is the most exciting one. If a Grandma\/Mom feels overwhelmed using it, then it\u2019s just bad design. Personally, I don\u2019t want to grow older and feel scared of new tech either. \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>LARA has been a game-changer for our workflow. I used to spend hours lost in Meta\u2019s dashboard trying to figure out why my ads weren’t performing. Since switching to LARA, I manage everything through chat, and the 24\/7 optimization has significantly lowered our CPA. It really feels like having a full-time media buyer on the team!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We also made a short YouTube video showing how LARA can super charge your ads. <br \/>Would love for you to check it out <\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=yB1AxmJsYrQ\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">This AI runs your ads so you dont have to | LARA<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vinay_kamal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vinay_kamal<\/a> I’m excited to see how people use LARA and what we can learn from them!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EHHF6KSLOCDS5P\" class=\"app-title\">AccuKnox [Gen-AI CNAPP Security]<\/a><\/p>\n<div class=\"one-liner\">Secure At Scale, Inside All Stacks, All Apps, Anywhere.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">17<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>AccuKnox\u662f\u4e00\u6b3e\u96c6\u6210AI\u7684\u4e91\u539f\u751f\u5e94\u7528\u4fdd\u62a4\u5e73\u53f0\uff0c\u901a\u8fc7\u5728\u6784\u5efa\u5230\u8fd0\u884c\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\u4e2d\u5b9e\u65bd\u4e3b\u52a8\u5b89\u5168\u9632\u62a4\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u5728\u591a\u4e91\u3001\u6df7\u5408\u4e91\u53caAI\u73af\u5883\u4e2d\u5b89\u5168\u5de5\u5177\u788e\u7247\u5316\u3001\u54cd\u5e94\u6ede\u540e\u548c\u5408\u89c4\u590d\u6742\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9c49d3a-6772-4f71-afe8-76e4eddb7217.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/275dea4e-d4f9-4527-86cb-3414fbf5c035.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71290f75-0085-4bf2-86dc-2ad403d8c946.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/844d1a30-3d13-48c5-aaf3-9a5850e828f0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/086e047f-6b1f-4fea-b940-ad57de7ad00b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/28bb7c34-9017-4dd3-b3b9-c5f8e28acec3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=H4kn9YQ0iWc\"><source src=\"https:\/\/www.youtube.com\/watch?v=H4kn9YQ0iWc\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Development<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e91\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">CNAPP<\/span><br \/>\n <span class=\"tag\">\u96f6\u4fe1\u4efb\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u8fd0\u884c\u65f6\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">AI\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e91\u539f\u751f<\/span><br \/>\n <span class=\"tag\">\u4e3b\u52a8\u9632\u5fa1<\/span><br \/>\n <span class=\"tag\">\u6001\u52bf\u53ef\u89c1\u6027<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u671f\u5f85\u4ea7\u54c1\u4e0a\u7ebf\uff0c\u8ba4\u4e3a\u5176UI\u4f18\u79c0\uff0c\u662f\u5b89\u5168\u56e2\u961f\u7684\u5f3a\u5927\u8865\u5145\u3002\u6838\u5fc3\u53cd\u9988\u662f\u8d5e\u8d4f\u5176\u6574\u5408\u788e\u7247\u5316\u5de5\u5177\u3001\u7b80\u5316\u4e91\u5b89\u5168\u7684\u7406\u5ff5\u3002\u6709\u6548\u63d0\u95ee\u96c6\u4e2d\u4e8e\u65e9\u671f\u91c7\u7528\u8005\u7528\u6237\u753b\u50cf\uff0c\u5b98\u65b9\u56de\u590d\u6307\u5411DevSecOps\u5de5\u7a0b\u5e08\u53caCISO\u7b49\u51b3\u7b56\u5c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n AccuKnox\u7684\u4eae\u76f8\uff0c\u76f4\u6307\u4e91\u5b89\u5168\u5e02\u573a\u7684\u987d\u75be\u2014\u2014\u201c\u5de5\u5177\u7f1d\u5408\u602a\u201d\u4e0e\u88ab\u52a8\u54cd\u5e94\u6a21\u5f0f\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u67d0\u4e2a\u5355\u70b9\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u4ee5\u7edf\u4e00\u5e73\u53f0\u6574\u5408\u4ece\u4ee3\u7801\u5230\u8fd0\u884c\u65f6\u3001\u4ece\u5408\u89c4\u57fa\u7ebf\u5230\u4e3b\u52a8\u5a01\u80c1\u9632\u62a4\u7684\u5168\u6808\u80fd\u529b\uff0c\u8fd9\u5951\u5408\u4e86\u4e91\u539f\u751f\u4e0eAI\u666e\u53ca\u540e\u5b89\u5168\u5de6\u79fb\u4e14\u9700\u6c42\u53f3\u6269\u7684\u73b0\u5b9e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u7f57\u5217\u7684\u4f17\u591a\u5408\u89c4\u6846\u67b6\uff0c\u662f\u5176\u5207\u5165\u4f01\u4e1a\u91c7\u8d2d\u6d41\u7a0b\u7684\u6572\u95e8\u7816\uff0c\u4f46\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\u5176\u201cGen-AI\u201d\u6807\u7b7e\u7684\u542b\u91d1\u91cf\u3002\u662f\u4ec5\u7528\u4e8e\u8425\u9500\u5671\u5934\uff0c\u8fd8\u662f\u80fd\u771f\u6b63\u5229\u7528AI\u7406\u89e3\u590d\u6742\u4e91\u73af\u5883\u5173\u8054\u98ce\u9669\u3001\u9884\u6d4b\u5e76\u81ea\u52a8\u4fee\u590d\u914d\u7f6e\u7f3a\u9677\uff1f\u8fd9\u51b3\u5b9a\u4e86\u5b83\u80fd\u5426\u4ece\u73b0\u6709\u7684CNAPP\u7ea2\u6d77\u4e2d\u8131\u9896\u800c\u51fa\u3002\u8bc4\u8bba\u4e2d\u900f\u9732\u7684\u201c\u7b80\u5316\u201d\u8bc9\u6c42\u662f\u771f\u5b9e\u7684\u7528\u6237\u4e4b\u75db\uff0c\u4f46\u6574\u5408\u7684\u80cc\u540e\u610f\u5473\u7740\u4ea7\u54c1\u9700\u8981\u6781\u6df1\u7684\u6280\u672f\u79ef\u6dc0\u4e0e\u5e9e\u5927\u7684\u6570\u636e\u5173\u8054\u80fd\u529b\uff0c\u5176\u6311\u6218\u5728\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u5e73\u53f0\u7edf\u4e00\u6027\u7684\u540c\u65f6\uff0c\u6ee1\u8db3\u5404\u7ec6\u5206\u573a\u666f\uff08\u5982K8s\u3001VM\u3001AI workload\uff09\u7684\u6df1\u5ea6\u9632\u62a4\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u65e9\u671f\u91c7\u7528\u8005\u753b\u50cf\uff08DevSecOps\u4e0eCISO\uff09\u6765\u770b\uff0c\u5176\u7b56\u7565\u6e05\u6670\uff1a\u65e2\u6253\u52a8\u4e00\u7ebf\u5de5\u7a0b\u5e08\u89e3\u51b3\u5b9e\u9645\u8fd0\u7ef4\u75db\u82e6\uff0c\u4e5f\u5411\u4e0a\u7ba1\u7406\u6ee1\u8db3\u51b3\u7b56\u5c42\u7684\u5408\u89c4\u4e0e\u6574\u4f53\u98ce\u9669\u53ef\u89c1\u6027\u9700\u6c42\u3002\u7136\u800c\uff0c17\u7968\u7684\u51b7\u542f\u52a8\u6570\u636e\u7565\u663e\u5e73\u6de1\uff0c\u8bf4\u660e\u5e02\u573a\u4ecd\u5904\u4e8e\u89c2\u671b\u72b6\u6001\u3002\u4ea7\u54c1\u7684\u6210\u529f\u5c06\u4e0d\u53d6\u51b3\u4e8e\u529f\u80fd\u6e05\u5355\u7684\u7f57\u5217\uff0c\u800c\u5728\u4e8e\u5176\u5ba3\u79f0\u7684\u201c\u4e3b\u52a8\u3001\u81ea\u52a8\u5316\u3001\u53ef\u6269\u5c55\u201d\u80fd\u5426\u5728\u5b9e\u9645\u590d\u6742\u73af\u5883\u4e2d\u7ecf\u53d7\u4f4f\u8003\u9a8c\uff0c\u771f\u6b63\u5c06\u5b89\u5168\u4ece\u6210\u672c\u4e2d\u5fc3\u8f6c\u5316\u4e3a\u8d4b\u80fd\u4e1a\u52a1\u7684\u6838\u5fc3\u652f\u6491\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">AccuKnox [Gen-AI CNAPP Security]<\/span>\n <\/div>\n<div class=\"comment-content\">Cloud security that secures “Build to Runtime” proactively eliminates vulnerabilities, enforces compliance, and stops active threats in your cloud, workload, and AI environment. Compliant with SOC2, STIG, PCI, HIPAA, CIS, MITRE, NIST, and more.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\ude80We are going live on 18th December!<\/p>\n<p>Super excited to finally share AccuKnox with all new features with the Product Hunt community. If you\u2019re building in the cloud, and juggling AWS configs, Kubernetes clusters, VMs, compliance, and security alerts, this is for you.<\/p>\n<p>AccuKnox helps you lock down your cloud environments with Zero Trust security, runtime protection, AI workload security, and end-to-end visibility from code to deployment to production.<br \/>We built this because modern cloud security shouldn\u2019t feel like stitching 10+ tools together or waiting until something breaks to react. It should be proactive, automated, and scalable.<\/p>\n<p>If you’re curious, testing a new stack, or already scaling cloud infra, we’d love your thoughts, questions, or feedback. <\/p>\n<p>Thanks for the support PH fam! \u2764\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Well, this is it! Let’s get hands-on with the <a href=\"https:\/\/app.demo.accuknox.com\/sign-up\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>AccuKnox trial<\/strong><\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Launching in 1 hour!! This is going to be a great addition to every security team! UI looks great imo<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7e55b0b0-0c0d-4ae9-bfc3-f5e6ab47ecee.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch <a href=\"https:\/\/www.producthunt.com\/@ssyedhadi14\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ssyedhadi14\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ssyedhadi14<\/a> this looks solid! <\/p>\n<p>Love the focus on simplifying cloud security without stitching together a dozen tools. Curious to know: which type of teams are seeing the fastest adoption so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harkirat_singh3777\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harkirat_singh3777<\/a> Loved the support! <br \/><strong><em>Teams such as:<\/em><\/strong><br \/>a) DevSecOps Er., Security Er. – from user group<br \/>b) CISO, CTOs, CIOs – from buying group <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/F7UWSLYRJ6LW7H\" class=\"app-title\">Cap Table Calculator<\/a><\/p>\n<div class=\"one-liner\">Calculate founder dilution across funding rounds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">15<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u9762\u5411\u521b\u4e1a\u8005\u7684\u514d\u8d39\u80a1\u6743\u7a00\u91ca\u8ba1\u7b97\u5de5\u5177\uff0c\u901a\u8fc7\u7b80\u5316\u4f30\u503c\u3001\u671f\u6743\u6c60\u548c\u878d\u8d44\u989d\u7b49\u53d8\u91cf\u7684\u8f93\u5165\uff0c\u5728\u51e0\u5206\u949f\u5185\u6e05\u6670\u5c55\u793a\u591a\u8f6e\u878d\u8d44\u540e\u7684\u80a1\u6743\u53d8\u5316\uff0c\u89e3\u51b3\u4e86\u521b\u59cb\u4eba\u5728\u878d\u8d44\u89c4\u5212\u4e2d\u56e0\u590d\u6742\u8ba1\u7b97\u548c\u672f\u8bed\u96be\u4ee5\u51c6\u786e\u9884\u4f30\u81ea\u8eab\u80a1\u6743\u5360\u6bd4\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ec815457-36ca-4095-a471-dd2eb3ea410a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3662e83e-dd75-401c-a446-f04149fec41c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b4808da7-9ee2-43d6-98bd-b372efe0dda4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Venture Capital<\/span><br \/>\n <span class=\"tag\">Fundraising<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u80a1\u6743\u8ba1\u7b97<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u80a1\u6743\u7a00\u91ca<\/span><br \/>\n <span class=\"tag\">Cap Table<\/span><br \/>\n <span class=\"tag\">\u521b\u59cb\u4eba\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8d22\u52a1\u6a21\u62df<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u6765\u81ea\u5f00\u53d1\u56e2\u961f\u7684\u8bc4\u8bba\uff0c\u65e8\u5728\u4ecb\u7ecd\u5f00\u53d1\u521d\u8877\u5e76\u5f81\u96c6\u7528\u6237\u53cd\u9988\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u6709\u6548\u8bc4\u8bba\u3001\u95ee\u9898\u6216\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n \u8fd9\u6b3e\u4ea7\u54c1\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u72ed\u7a84\u4f46\u521a\u9700\u7684\u5229\u57fa\u5e02\u573a\u2014\u2014\u65e9\u671f\u521b\u59cb\u4eba\u7684\u80a1\u6743\u878d\u8d44\u6559\u80b2\u76f2\u533a\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u98a0\u8986\uff0c\u800c\u662f\u8ba4\u77e5\u7ffb\u8bd1\uff1a\u5c06\u590d\u6742\u7684\u80a1\u6743\u7ed3\u6784\u8868\uff08Cap Table\uff09\u548c\u878d\u8d44\u672f\u8bed\uff0c\u8f6c\u5316\u4e3a\u521b\u59cb\u4eba\u53ef\u5373\u65f6\u4ea4\u4e92\u3001\u76f4\u89c2\u611f\u77e5\u7684\u6a21\u62df\u7ed3\u679c\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u6b3e\u201c\u51b3\u7b56\u8f85\u52a9\u201d\u5de5\u5177\uff0c\u5176\u6838\u5fc3\u58c1\u5792\u5728\u4e8e\u5bf9\u878d\u8d44\u6761\u6b3e\uff08\u5982\u671f\u6743\u6c60\u8bbe\u7acb\u5bf9\u521b\u59cb\u4eba\u7a00\u91ca\u7684\u201c\u524d\u7f6e\u201d\u5f71\u54cd\uff09\u7684\u4e13\u4e1a\u7406\u89e3\u4e0e\u6a21\u578b\u7b80\u5316\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5de5\u5177\u5c5e\u6027\u8fc7\u8f7b\uff0c\u6781\u6613\u88ab\u6a21\u4eff\u6216\u6574\u5408\u3002\u4e00\u4e2a\u529f\u80fd\u66f4\u590d\u6742\u7684\u8d22\u52a1\u6a21\u578b\u6216\u4e00\u6b3e\u65b0\u5174\u7684All-in-One\u521d\u521b\u516c\u53f8\u7ba1\u7406\u8f6f\u4ef6\uff0c\u90fd\u80fd\u8f7b\u6613\u5c06\u5176\u8986\u76d6\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u7591\u3002\u4f5c\u4e3a\u4e00\u6b3e\u5b9a\u4f4d\u201c\u514d\u8d39\u201d\u7684\u5de5\u5177\uff0c\u5b83\u5f88\u53ef\u80fd\u662f\u5176\u80cc\u540e\u6295\u8d44\u8005\u6570\u636e\u5e93\u5e94\u7528\u7684\u201c\u5f15\u6d41\u5668\u201d\u3002\u8fd9\u79cd\u6a21\u5f0f\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176\u4e3b\u4ea7\u54c1\u7684\u4ef7\u503c\u4e0e\u8f6c\u5316\u8def\u5f84\u662f\u5426\u8db3\u591f\u5f3a\u52b2\u3002\u6700\u540e\uff0c\u4ea7\u54c1\u7684\u771f\u5b9e\u6027\u4e0e\u53ef\u4fe1\u5ea6\u5c1a\u672a\u7ecf\u8fc7\u5e02\u573a\u5145\u5206\u9a8c\u8bc1\u3002\u76ee\u524d\u96f6\u771f\u5b9e\u7528\u6237\u53cd\u9988\u7684\u72b6\u6001\uff0c\u4f7f\u5176\u66f4\u50cf\u4e00\u4e2a\u201c\u6700\u5c0f\u53ef\u884c\u4ea7\u54c1\u201d\uff08MVP\uff09\u6216\u5185\u5bb9\u8425\u9500\u7684\u9644\u5c5e\u54c1\uff0c\u800c\u975e\u4e00\u4e2a\u6210\u719f\u3001\u53ef\u9760\u7684\u5de5\u5177\u3002\u5b83\u7684\u771f\u6b63\u8003\u9a8c\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u4e00\u6b21\u6027\u8ba1\u7b97\u5668\u201d\u5347\u7ea7\u4e3a\u5305\u542b\u5386\u53f2\u6570\u636e\u3001\u884c\u4e1a\u57fa\u51c6\u3001\u6761\u6b3e\u5e93\u7b49\u5185\u5bb9\u7684\u201c\u52a8\u6001\u89c4\u5212\u5e73\u53f0\u201d\uff0c\u4ece\u800c\u5efa\u7acb\u7528\u6237\u7c98\u6027\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u662f\u521b\u59cb\u4eba\u5728\u878d\u8d44\u7126\u8651\u4e2d\u5076\u7136\u4f7f\u7528\u3001\u968f\u5373\u9057\u5fd8\u7684\u4e00\u4e2a\u5feb\u6377\u7f51\u7ad9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\uff0c\u5b83\u662f\u4e00\u9762\u6709\u7528\u7684\u201c\u955c\u5b50\u201d\uff0c\u4f46\u8fd8\u4e0d\u662f\u4e00\u4f4d\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u519b\u5e08\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Cap Table Calculator<\/span>\n <\/div>\n<div class=\"comment-content\">Most founders underestimate how quickly dilution adds up across funding rounds. Running an investor database app, we often get this question: \u201cHow much will I actually own after pre-seed and seed?\u201d So we built a simple cap table calculator that lets you plug in your valuation, option pool, and investment amount and see how ownership changes in minutes. No spreadsheets. No overcomplicated finance terms. Just a clear way to understand dilution before you raise your round.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>We built this because cap table math is confusing for most founders, and spreadsheets usually make it worse.<\/p>\n<p>This free cap table calculator lets you quickly see how ownership changes across funding rounds, including the impact of option pools.<\/p>\n<p>Would love to hear what\u2019s missing or what scenarios you\u2019d want to see added.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ \u4e3a\u6240\u6709\u53ef\u70b9\u51fb\u5143\u7d20\u6dfb\u52a0\u89e6\u6478\u53cd\u9988\n const clickableElements = document.querySelectorAll(\n '.media-content, .close, .video-overlay, .play-icon'\n );<\/p>\n<p> clickableElements.forEach(el => {\n el.style.touchAction = 'manipulation'; \/\/ \u9632\u6b62\u53cc\u51fb\u7f29\u653e\n });\n }\n }<\/p>\n<p> \/\/ \u4e3a\u6240\u6709\u56fe\u7247\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\n const images = document.querySelectorAll(\"img.media-content\");\n images.forEach(img => {\n img.onclick = function() {\n modal.style.display = \"block\";\n modalImg.src = this.src;\n \/\/ \u963b\u6b62\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"hidden\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n img.addEventListener('touchstart', function(e) {\n \/\/ \u9632\u6b62\u89e6\u6478\u4e8b\u4ef6\u89e6\u53d1\u4e0d\u5fc5\u8981\u7684\u884c\u4e3a\n e.preventDefault();\n this.click();\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6 - \u8df3\u8f6c\u5230\u89c6\u9891URL\n const videos = document.querySelectorAll(\"video.media-content\");\n videos.forEach(video => {\n \/\/ \u70b9\u51fb\u89c6\u9891\u672c\u8eab\u65f6\u8df3\u8f6c\u5230\u89c6\u9891URL\n video.onclick = function(e) {\n \/\/ \u68c0\u67e5\u70b9\u51fb\u76ee\u6807\u662f\u5426\u662f\u89c6\u9891\u63a7\u4ef6\u6216\u5176\u5b50\u5143\u7d20\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> \/\/ \u5411\u4e0a\u904d\u5386DOM\uff0c\u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\u5143\u7d20\n while (target && target !== this) {\n \/\/ \u68c0\u67e5\u662f\u5426\u6709\u63a7\u4ef6\u76f8\u5173\u7684\u7c7b\u540d\u6216\u5c5e\u6027\n if (target.classList.contains('video-js') || \n target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.tagName.toLowerCase() === 'select' ||\n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> \/\/ \u53ea\u6709\u5f53\u70b9\u51fb\u7684\u662f\u89c6\u9891\u672c\u8eab\u800c\u975e\u63a7\u4ef6\u65f6\u624d\u8df3\u8f6c\n if (!isControlClick && e.target.tagName.toLowerCase() === 'video') {\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n video.addEventListener('touchstart', function(e) {\n \/\/ \u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> while (target && target !== this) {\n if (target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> if (!isControlClick) {\n e.preventDefault();\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u906e\u7f69\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\uff0c\u786e\u4fdd\u70b9\u51fb\u906e\u7f69\u4e5f\u80fd\u8df3\u8f6c\n const videoOverlays = document.querySelectorAll('.video-overlay');\n videoOverlays.forEach(overlay => {\n overlay.onclick = function(e) {\n \/\/ \u963b\u6b62\u4e8b\u4ef6\u5192\u6ce1\u5230\u89c6\u9891\u5143\u7d20\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n overlay.addEventListener('touchstart', function(e) {\n e.preventDefault();\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u5173\u95ed\u6a21\u6001\u6846\n closeBtn.onclick = function() {\n modal.style.display = \"none\";\n \/\/ \u6062\u590d\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"auto\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n closeBtn.addEventListener('touchstart', function(e) {\n e.preventDefault();\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }, { passive: false });\n }<\/p>\n<p> \/\/ \u70b9\u51fb\u6a21\u6001\u6846\u5916\u90e8\u5173\u95ed\n window.onclick = function(event) {\n if (event.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n modal.addEventListener('touchstart', function(e) {\n if (e.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }, { passive: true });\n }<\/p>\n<p> \/\/ 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[…]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"template-clean-canvas.php","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-76","post","type-post","status-publish","format-standard","hentry","category-producthunt"],"_links":{"self":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts\/76","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/comments?post=76"}],"version-history":[{"count":0,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts\/76\/revisions"}],"wp:attachment":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/media?parent=76"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/categories?post=76"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/tags?post=76"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":76,"date":"2025-12-19T10:31:15","date_gmt":"2025-12-19T02:31:15","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2025\/12\/19\/2025-12-18\/"},"modified":"2025-12-19T10:31:15","modified_gmt":"2025-12-19T02:31:15","slug":"2025-12-18","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2025\/12\/19\/2025-12-18\/","title":{"rendered":"PH\u70ed\u699c | 2025-12-18"},"content":{"rendered":"

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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2025-12-18<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2025-12-18<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GIH5A4WVG2LV6Z\" class=\"app-title\">TimeTuna<\/a><\/p>\n<div class=\"one-liner\">If Calendly had gorgeous video backgrounds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">311<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>TimeTuna\u662f\u4e00\u6b3e\u4ee5\u6781\u81f4\u89c6\u89c9\u8bbe\u8ba1\u4e3a\u6838\u5fc3\u7ade\u4e89\u529b\u7684\u667a\u80fd\u65e5\u7a0b\u5b89\u6392\u5de5\u5177\uff0c\u901a\u8fc7\u63d0\u4f9b\u7cbe\u7f8e\u7684\u89c6\u9891\u80cc\u666f\u548c\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684\u9884\u7ea6\u9875\u9762\uff0c\u5728\u7528\u6237\u9700\u8981\u5efa\u7acb\u4e13\u4e1a\u4e14\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u7b2c\u4e00\u5370\u8c61\uff08\u5982\u9500\u552e\u3001\u54a8\u8be2\u3001\u62db\u8058\u7b49\uff09\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u65e5\u7a0b\u5de5\u5177\u529f\u80fd\u6027\u5f3a\u4f46\u8bbe\u8ba1\u5446\u677f\u3001\u7f3a\u4e4f\u54c1\u724c\u4e2a\u6027\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c066ef2b-0743-4414-b7d0-f788dbff720f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6837365a-3d26-4c7a-ab79-99e7ef923c3f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f563208c-46e4-4b0d-88b8-c92cf9fbb039.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1dabf24-e6a2-431d-8b35-8df50042b39b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/202aeaba-da46-4eee-be20-51ffa554e6c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb8f0181-24f7-4144-a28d-412be33bfe0e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f9f7201-bd3e-462d-9f57-0c3cc4d944bc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b47bcf1d-0bec-433e-9834-4529357460ef.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/zjDWE-6nu4o\"><source src=\"https:\/\/youtu.be\/zjDWE-6nu4o\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Calendar<\/span><br \/>\n <span class=\"tag\">Photo & Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e5\u7a0b\u5b89\u6392\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u9884\u7ea6\u8c03\u5ea6<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">Calendly\u66ff\u4ee3\u54c1<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u80cc\u666f<\/span><br \/>\n <span class=\"tag\">\u65e5\u5386\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u76db\u8d5e\u5176\u8bbe\u8ba1\u7cbe\u7f8e\u3001\u4f53\u9a8c\u72ec\u7279\u3002\u6709\u6548\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u9700\u660e\u786e\u4ea7\u54c1\u5b9a\u4f4d\uff081\u5bf91\u8fd8\u662f\u901a\u7528\u9884\u7ea6\uff09\uff1b\u4f01\u4e1a\u7ea7\u5e02\u573a\u62d3\u5c55\u7b56\u7565\u4e0e\u96c6\u6210\u80fd\u529b\u5b58\u7591\uff1b\u52a0\u8f7d\u72b6\u6001\u4f18\u5316\u4ee5\u63d0\u5347\u5f31\u7f51\u4f53\u9a8c\uff1b\u5173\u6ce8\u89c6\u9891\u80cc\u666f\u5728\u79fb\u52a8\u7aef\u7684\u6027\u80fd\u6d88\u8017\u3002\u521b\u59cb\u4eba\u4e92\u52a8\u79ef\u6781\uff0c\u53cd\u9988\u54cd\u5e94\u8fc5\u901f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n TimeTuna\u7684\u7a81\u56f4\u7b56\u7565\u6e05\u6670\u4e14\u806a\u660e\uff1a\u5728\u529f\u80fd\u9ad8\u5ea6\u540c\u8d28\u5316\u7684\u65e5\u7a0b\u5de5\u5177\u7ea2\u6d77\u4e2d\uff0c\u653e\u5f03\u4e0eCalendly\u7b49\u5de8\u5934\u5728\u529f\u80fd\u6df1\u5ea6\u548c\u96c6\u6210\u751f\u6001\u4e0a\u6b63\u9762\u786c\u521a\uff0c\u8f6c\u800c\u62bc\u6ce8\u201c\u8bbe\u8ba1\u5373\u529f\u80fd\u201d\u7684\u5782\u76f4\u8d5b\u9053\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u9769\u65b0\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u4e2d\u4e86\u201c\u9884\u7ea6\u9875\u9762\u5373\u4e2a\u4eba\/\u54c1\u724c\u95e8\u9762\u201d\u8fd9\u4e00\u88ab\u4e3b\u6d41\u5de5\u5177\u957f\u671f\u5ffd\u89c6\u7684\u60c5\u611f\u5316\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u9884\u7ea6\u4ece\u540e\u53f0\u7ba1\u7406\u6d41\u7a0b\uff0c\u524d\u7f6e\u4e3a\u54c1\u724c\u4f53\u9a8c\u7684\u4e00\u90e8\u5206\uff0c\u5c24\u5176\u5bf9\u8bbe\u8ba1\u5e08\u3001\u987e\u95ee\u3001VC\u7b49\u6ce8\u91cd\u5f62\u8c61\u4e0e\u611f\u77e5\u7684\u4e13\u4e1a\u4eba\u58eb\u6781\u5177\u5438\u5f15\u529b\u3002\u7136\u800c\uff0c\u5176\u201c\u7f8e\u4e3d\u9677\u9631\u201d\u4ea6\u663e\u800c\u6613\u89c1\uff1a\u9996\u5148\uff0c\u91cd\u5ea6\u4f9d\u8d56\u89c6\u89c9\u5dee\u5f02\u5316\uff0c\u58c1\u5792\u76f8\u5bf9\u8106\u5f31\uff0c\u6613\u88ab\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4f01\u4e1a\u96c6\u6210\u4e0eAPI\u7684\u8d28\u7591\u76f4\u6307\u5176\u589e\u957f\u5929\u82b1\u677f\u2014\u2014\u7f8e\u89c2\u96be\u4ee5\u6210\u4e3a\u4e2d\u5927\u578b\u4f01\u4e1a\u66ff\u6362\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u51b3\u7b56\u70b9\u3002\u521b\u59cb\u4eba\u5766\u8a00\u5148\u670d\u52a1\u5c0f\u4f17\u4e13\u4e1a\u516c\u53f8\u7684\u7b56\u7565\u662f\u52a1\u5b9e\u7684\uff0c\u4f46\u4e5f\u627f\u8ba4\u4e86\u5176\u5f53\u524d\u5de5\u5177\u5c5e\u6027\u5927\u4e8e\u5e73\u53f0\u5c5e\u6027\u7684\u73b0\u72b6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u201cBookva.ai\u201d\u5230\u201cTimeTuna.com\u201d\u7684 rebranding \u8da3\u4e8b\uff0c\u53cd\u800c\u66b4\u9732\u4e86\u5176\u5728\u54c1\u724c\u5b9a\u4f4d\u4e0a\u7684\u6301\u7eed\u6478\u7d22\u3002\u4ea7\u54c1\u5728\u4f53\u9a8c\u7ec6\u8282\uff08\u5982\u9ed8\u8ba4\u5c55\u793a\u5468\u89c6\u56fe\uff09\u4e0a\u786e\u6709\u5de7\u601d\uff0c\u4f46\u82e5\u957f\u671f\u505c\u7559\u5728\u201c\u66f4\u6f02\u4eae\u7684Calendly\u201d\u5c42\u9762\uff0c\u5176\u4ef7\u503c\u5929\u82b1\u677f\u5c06\u5f88\u5feb\u89e6\u9876\u3002\u4e0b\u4e00\u6b65\u7684\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u201c\u8bbe\u8ba1\u9a71\u52a8\u201d\u7684\u54f2\u5b66\u6df1\u5ea6\u878d\u5165\u591a\u5bf9\u591a\u4f1a\u8bae\u3001\u56e2\u961f\u534f\u4f5c\u7b49\u66f4\u590d\u6742\u7684\u573a\u666f\uff0c\u5e76\u6784\u5efa\u8d77\u4ee5\u8bbe\u8ba1\u4e3a\u6838\u5fc3\u7684\u5de5\u4f5c\u6d41\u58c1\u5792\uff0c\u800c\u975e\u4ec5\u4ec5\u662f\u4e00\u5c42\u6f02\u4eae\u7684\u201c\u76ae\u80a4\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">TimeTuna<\/span>\n <\/div>\n<div class=\"comment-content\">Since the last launch we have: – Rebranded into TimeTuna.com (previously Bookva.ai) – Made video backgrounds available even on free plans – Added more customisation, such as custom logos – Added Microsoft Outlook support (including corporate accounts) – Added a support for read-only calendar sync – Added custom fields (e.g. phone number, Linkedin, meeting purpose) – Rebranded the landing page<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi ProductHunt!<\/p>\n<p>There is no shortage of scheduling tools: <a href=\"https:\/\/www.producthunt.com\/products\/calendly\" target=\"_blank\" rel=\"noopener\">@Calendly<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/cal\" target=\"_blank\" rel=\"noopener\">@Cal.com<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/tidycal\" target=\"_blank\" rel=\"noopener\">@TidyCal<\/a> , etc. They are great and functional. I had a dream of creating a scheduling page, seeing which people would say: “<strong>Wow! This is really beautiful, I want one for me!<\/strong>“. This is where TimeTuna is if <a href=\"https:\/\/www.producthunt.com\/products\/calendly\" target=\"_blank\" rel=\"noopener\">@Calendly<\/a> was as beautiful as <a href=\"https:\/\/www.producthunt.com\/products\/wetransfer\" target=\"_blank\" rel=\"noopener\">@WeTransfer<\/a> . People say that now about <a href=\"https:\/\/www.producthunt.com\/products\/bookva-ai\" target=\"_blank\" rel=\"noopener\">@TimeTuna.com<\/a> . I am glad.<\/p>\n<p><strong>You get for free:<\/strong><br \/>– One of the most beautiful scheduling pages out there<br \/>– Custom photo \/ video backgrounds<br \/>– Sync with all calendars you have write access to (Google Calendar and Microsoft Outlook)<br \/>– Automatically added Google Meet or Microsoft Teams link depending on the host calendar<br \/>– Email confirmations and 1 day reminders<\/p>\n<p><strong>For 10 EUR \/ month or 60 EUR \/ year:<\/strong><br \/>– Removing TimeTuna branding and adding a custom logo<br \/>– Customisation of the fields to fill before the booking <br \/>– Customisation of confirmation messages<br \/>– Sync with read-only calendars<\/p>\n<p>See the roadmap on the website for the rest: <a href=\"https:\/\/timetuna.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/timetuna.com<\/a><\/p>\n<p>Peace. Love. Gorgeous scheduling.<\/p>\n<p>– Pavel<\/p>\n<p>P.S. <a href=\"https:\/\/Bookva.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Bookva.ai<\/a> has rebranded into <a href=\"https:\/\/TimeTuna.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">TimeTuna.com<\/a>. Why? Many people thought Bookva is a poor name for a scheduling service, one person said it sounds like a middle-eastern dish (“<em>one kebab for me and one bookva for my friend, not spicy please<\/em>“). The catch? Many people believe TimeTuna is a poor name too. Don’t ask <a href=\"https:\/\/www.producthunt.com\/@pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> for a naming advice.<\/p>\n<p><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>25<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> You really nailed the idea that scheduling pages are often someone\u2019s <em>first impression<\/em>. The design-first approach makes this feel less like admin work and more like an extension of personal brand. Excited to see how you evolve this beyond 1-1 meetings.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing! Great design and execution!<\/p>\n<p>Does this work for booking an appointments in general?<\/p>\n<p>Or is this geared towards one-on-one meetings?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> thank you!<br \/>The primary focus is 1-1. <br \/>Some people use it for more than 1-1, such as they book a meeting room, rather than a person. <br \/>We aim to expand from 1-1, to multiple host meetings, and still learning how to make group meetings better. There are a lot of tools for group scheduling, but people are still unhappy about them, so I am happy to find a better solution. If you have ideas – please book time with me to discuss it together: <a href=\"https:\/\/timetuna.com\/pavel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/timetuna.com\/pavel<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love it. Very thoughtfully crafted product! <a href=\"https:\/\/www.producthunt.com\/@pavelk2\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> <a href=\"https:\/\/www.producthunt.com\/@yannick_veys\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"yannick_veys\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yannick_veys<\/a> <a href=\"https:\/\/www.producthunt.com\/@katya_rassadina\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"katya_rassadina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@katya_rassadina<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you very much, <a href=\"https:\/\/www.producthunt.com\/@neelptl2602\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neelptl2602<\/a> !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Great to hear <a href=\"https:\/\/www.producthunt.com\/@neelptl2602\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neelptl2602<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/bookva-ai\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"bookva-ai\" target=\"_blank\" rel=\"noopener\">@TimeTuna.com<\/a> Love the emphasis on aesthetics and design. scheduling shouldn’t be boring! One question for growth: what’s your strategy to get enterprises to switch from Calendly when integrations and API access are so critical for them? Also curious about your pricing model compared to the incumbents<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> <br \/>Hey Raju,<\/p>\n<p>Thanks for your curiosity. <br \/>Rather than focusing immediately on big corporations, we decided to go after smaller niche companies (e.g. casting agencies, VC funds) who do a lot of scheduling, and currently we aim to be the best solution for them. When we achieve that we will start thinking how to go after big companies (especially recruitment and sales), but this is not a priority for now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great accompaniment for apple’s glass effect. \ud83d\udc4d\ud83c\udffb<br \/>I think it’s a great trend to be design-focused. Was it hard to develop the scheduling engine? These guys like Calendly, Calcom, etc, have huge teams to make it. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey Pavel, <a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> !<\/p>\n<p>Thanks for reaching out! The fun fact about the glass effect is that it is not inspired by apple’s glass. I did some prototypes with Lovable in the end of May with that effect, and in the beginning of June Apple released its glass-design style \ud83d\ude42 I find it a cute coincidence. <\/p>\n<p>I would say the scheduling engine was not hard to implement. The functionality is relatively basic, as most of the things are done by Google Calendar. I had some challenges processing various time-zones, working with multiple calendars, and especially making it work with Microsoft Outlook Calendar in the same codebase. Otherwise I would say the back-end is relatively straightforward!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been using this for a few months and really like it. Pavel promptly responded when I ran into issues early on. His UI\/UX is better, I really like is that people who want to book time see week days and available daily time slots on the initial display. Most others start with a monthly calendar which adds an unnecessary click. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jayhemmady\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jayhemmady<\/a> thank you so much, Jay!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love what you’re doing <a href=\"https:\/\/www.producthunt.com\/@pavelk2\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"pavelk2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pavelk2<\/a> . Such a stylish, light design. The big players definitely lack this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you, <a href=\"https:\/\/www.producthunt.com\/@sergey_vysotsky\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sergey_vysotsky<\/a> for the continuous support! I learnt a lot from you and Artem \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It looks great! I noticed there\u2019s a missing loading state while available slots are being fetched. On slower networks, all dates appear unavailable during this time, which could make users think there are no available slots and leave. Adding a skeleton or a small loader would help indicate that the data is still loading.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@julien_rioux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_rioux<\/a> thanks for the feedback! I have implemented your recommendation. Should be in production in 3 minutes.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c25e95bd-f198-419f-a3b0-2d7a5f8a16a6.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>That WeTransfer feel is spot on. My clients care about the invite looking good, not just the link. How heavy are those video backgrounds on mobile\/slow wifi? Outlook support is clutch. Name made me grin. Will try it on my next kickoff.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> <br \/>Hey Alex, thanks for the feedback!<br \/>If you use videos from Pixabay, and you expect people opening your pages with a slow connection – then you can choose there links for videos with smaller resolution. After some time we probably can make it dynamic that depending on the screen size a differen video size would load. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fdf4a420-5e95-46c6-b73d-198a72e6ebaf.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks really so beautiful \ud83d\ude0d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@oezguercelebi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oezguercelebi<\/a> Thank you so much! It means a lot! That was our intention to build a trully gorgeous scheduling service!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Lets goooooooo!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, TimeTuna looks amazing! The video backgrounds are such a cool touch. How does the read-only calendar sync work with preventing double bookings if Im manually adding events elsewhere?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool stuff! Good luck on your launch today! I’m following close behind on #11 with <a href=\"https:\/\/www.producthunt.com\/products\/voice-mate-ai-powered\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"voice-mate-ai-powered\" target=\"_blank\" rel=\"noopener\">@Voice Mate – AI powered Voicemail<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EEZ3ASV54TYF6M\" class=\"app-title\">Monocle 3.0 for macOS<\/a><\/p>\n<div class=\"one-liner\">Noise-cancelling for your \uf8ff screen now with cursor shake<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">296<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Monocle \u662f\u4e00\u6b3e\u901a\u8fc7\u6643\u52a8\u9f20\u6807\u5373\u53ef\u4e00\u952e\u6a21\u7cca\u975e\u6d3b\u52a8\u7a97\u53e3\u7684macOS\u5e94\u7528\uff0c\u5728\u4fe1\u606f\u8fc7\u8f7d\u3001\u5c4f\u5e55\u5e72\u6270\u7684\u5de5\u4f5c\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u89c6\u89c9\u964d\u566a\uff0c\u5feb\u901f\u627e\u56de\u4e13\u6ce8\u529b\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22fa8f93-84e5-4e21-a3c5-79c8300eb657.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/93da991a-1ade-4b7f-8293-b6830fc591fd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d8374dda-9bbe-41a2-ad1f-c9f76597ede0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c0ad89f-25b3-42ed-bffe-447fb9109ae6.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/125682a9-5875-4959-b52b-90befe866156.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=-PCnQ6FM2JY\"><source src=\"https:\/\/www.youtube.com\/watch?v=-PCnQ6FM2JY\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e13\u6ce8\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u964d\u566a<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u4e00\u6b21\u6027\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">\u539f\u751f\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u7a97\u53e3\u6a21\u7cca<\/span><br \/>\n <span class=\"tag\">\u5149\u6807\u624b\u52bf<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u79f0\u8d5e\u5176\u201c\u6447\u52a8\u5207\u6362\u201d\u4ea4\u4e92\u65b0\u9896\u795e\u5947\u3001\u754c\u9762\u8bbe\u8ba1\u539f\u751f\u7cbe\u7f8e\u3001\u6027\u80fd\u4f18\u5316\u663e\u8457\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u5e0c\u671b\u8c03\u8282\u5149\u6807\u6643\u52a8\u7075\u654f\u5ea6\u3001\u660e\u786e\u591a\u663e\u793a\u5668\u652f\u6301\u7ec6\u8282\u3001\u89e3\u51b3\u8bd5\u7528\u671f\u68c0\u6d4bBUG\u3001\u672a\u6765\u80fd\u4e0e\u7cfb\u7edf\u4e13\u6ce8\u6a21\u5f0f\u6df1\u5ea6\u96c6\u6210\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Monocle 3.0 \u7684\u53d9\u4e8b\u5de7\u5999\u5730\u5c06\u5176\u4ece\u201c\u7a97\u53e3\u8c03\u6697\u5de5\u5177\u201d\u5347\u7ef4\u81f3\u201c\u5c4f\u5e55\u964d\u566a\u8033\u673a\u201d\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6a21\u7cca\u6280\u672f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u521b\u9020\u4e86\u4e00\u79cd\u8fd1\u4e4e\u65e0\u611f\u7684\u201c\u4e13\u6ce8\u4eea\u5f0f\u611f\u201d\u3002\u6447\u52a8\u5149\u6807\u8fd9\u4e00\u4ea4\u4e92\uff0c\u5c06\u7528\u6237\u4e0b\u610f\u8bc6\u7684\u70e6\u8e81\u52a8\u4f5c\u8f6c\u5316\u4e3a\u5f00\u542f\u5fc3\u6d41\u7684\u5f00\u5173\uff0c\u8fd9\u79cd\u7269\u7406\u624b\u52bf\u5e26\u6765\u7684\u786e\u5b9a\u611f\uff0c\u662f\u952e\u76d8\u5feb\u6377\u952e\u65e0\u6cd5\u6bd4\u62df\u7684\u5fc3\u7406\u6697\u793a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f00\u53d1\u8005\u5ba3\u79f0\u201c\u96f6\u7f16\u7801\u7ecf\u9a8c\uff0c\u4ec5\u9760AI\u4e0e\u56fa\u6267\u201d\u6253\u9020\uff0c\u5e76\u4e09\u6b21\u63a8\u5012\u91cd\u6765\uff0c\u8fd9\u63ed\u793a\u4e86\u5f53\u524d\u72ec\u7acb\u5f00\u53d1\u7684\u65b0\u8303\u5f0f\uff1a\u6838\u5fc3\u58c1\u5792\u5e76\u975e\u5e95\u5c42\u4ee3\u7801\uff0c\u800c\u662f\u5bf9\u7528\u6237\u4f53\u9a8c\u7684\u6781\u81f4\u6d1e\u5bdf\u4e0e\u504f\u6267\u6253\u78e8\u3002\u5176\u7834\u89e3Apple\u672a\u516c\u5f00\u7684\u6a21\u7cca\u5f3a\u5ea6API\uff0c\u5e76\u5b9e\u73b0\u201c\u539f\u751f\u611f\u201d\uff0c\u6b63\u662f\u8fd9\u79cd\u504f\u6267\u7684\u4f53\u73b0\u2014\u2014\u5b83\u4e0d\u662f\u5728\u5bf9\u6297\u7cfb\u7edf\uff0c\u800c\u662f\u5728\u5f25\u5408\u7528\u6237\u5bf9\u7cfb\u7edf\u529f\u80fd\u7f3a\u5931\u7684\u671f\u5f85\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u957f\u671f\u4ef7\u503c\u9762\u4e34\u4e24\u91cd\u8003\u9a8c\uff1a\u4e00\u662f\u201c\u4e60\u60ef\u949d\u5316\u201d\uff0c\u5f53\u65b0\u5947\u611f\u892a\u53bb\uff0c\u6447\u52a8\u5149\u6807\u662f\u5426\u4f1a\u4ece\u9b54\u6cd5\u53d8\u4e3a\u7d2f\u8d58\uff1f\u4e8c\u662f\u7cfb\u7edf\u7ea7\u7ade\u4e89\uff0c\u82e5\u672a\u6765macOS\u539f\u751f\u96c6\u6210\u7c7b\u4f3c\u529f\u80fd\uff0c\u5176\u62a4\u57ce\u6cb3\u4f55\u5728\uff1f\u76ee\u524d\u770b\u6765\uff0c\u5176\u901a\u8fc7\u81ea\u52a8\u5316\u652f\u6301\u3001\u81ea\u5b9a\u4e49\u8272\u8c03\u7b49\u6784\u5efa\u7684\u4e2a\u6027\u5316\u751f\u6001\uff0c\u4ee5\u53ca\u201c\u4e00\u6b21\u6027\u4ed8\u8d39\u201d\u7684\u826f\u5fc3\u6a21\u5f0f\uff0c\u662f\u5728\u8bd5\u56fe\u6784\u5efa\u7528\u6237\u7c98\u6027\u4e0e\u53e3\u7891\u58c1\u5792\u3002\u5b83\u5356\u7684\u5e76\u975e\u4e00\u4e2a\u529f\u80fd\uff0c\u800c\u662f\u4e00\u79cd\u201c\u4e13\u6ce8\u7684\u72b6\u6001\u201d\uff0c\u4f46\u80fd\u5426\u4ece\u4f18\u96c5\u7684\u73a9\u5177\u6210\u957f\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u4ece\u201c\u89c6\u89c9\u7ba1\u7406\u201d\u66f4\u6df1\u5730\u5207\u5165\u201c\u8ba4\u77e5\u6d41\u7a0b\u7ba1\u7406\u201d\uff0c\u6210\u4e3a\u7528\u6237\u6570\u5b57\u73af\u5883\u7684\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Monocle 3.0 for macOS<\/span>\n <\/div>\n<div class=\"comment-content\">Every moment, something steals our focus until we can\u2019t remember what we sat down to do. But it doesn\u2019t have to be this way\u2026 \u2026just wiggle your mouse.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone! \ud83d\udc4b<\/p>\n<p>I’m Dominik, creator of Monocle, and I’m genuinely excited to share the biggest update since launch \u2014 version 3.0!<\/p>\n<p><strong>TLDR: I wanted Monocle 3.0 to feel like something that shipped with your \uf8ff Mac.<\/strong><\/p>\n<p>What is Monocle?<br \/>For those who don’t know Monocle: Think noise-canceling, but for your Mac screen. It’s a modern take on window dimming that elegantly blurs everything except your active window. It isn’t just about productivity \u2014 it’s about presence. Feeling calm while you work, write, browse, or think.<\/p>\n<p><strong>\u2026just wiggle your mouse.<\/strong><\/p>\n<p>Why 3.0 so soon?<br \/>I know this is unusual. Version 2.0 just launched here 2 months ago. Seems too early for another major update, right? But the changes I’ve made since then are so fundamental that calling this 2.X wouldn’t do it justice. This had to be 3.0 (free for existing users of course!)<\/p>\n<p>So what makes 3.0 special?<\/p>\n<p>\u2022 Whole New Design \u2014 Rebuilt from the ground up with a native macOS feel. Monocle now feels like something that shipped with your Mac.<\/p>\n<p>\u2022 Custom Blur Intensity \u2014 After almost a year of trying, I finally hacked Apple’s NSVisualEffectView to allow fully custom blur intensity (Yay!). Apple doesn’t expose this, so it took countless failed attempts.<\/p>\n<p>\u2022 Shake to Toggle \u2014 Just wiggle your cursor and Monocle turns on. Shake again and it turns off. Such a natural gesture that it genuinely feels like magic.<\/p>\n<p>\u2022 Massive Performance Optimizations \u2014 Your Mac will run cooler and your battery will last significantly longer.<\/p>\n<p>\u2022 Grayscale Mode & Custom Tints \u2014 Turn background windows black and white, or add subtle color tints. Choose from presets or match your system accent color.<\/p>\n<p>\u2022 Automation Support \u2014 Control Monocle via Shell, AppleScript, or Shortcuts using URL schemes.<\/p>\n<p>\u2022 Homebrew Support \u2014 Finally! Install with brew install –cask monocle-app<\/p>\n<p>\u2022 New App Icon \u2014 The letter ‘M’ merged with the Finder smile creates an abstract relaxed face.<\/p>\n<p>Give it a try: 7-day free trial, then one-time payment ($9 single seat \/ $20 for three seats). No subscriptions, ever.<\/p>\n<p>Wall of Love<br \/>I’ve been receiving dozens of beautiful emails from the users with appreciation and notes on how Monocle helps them focus. Here are my latest favorites:<\/p>\n<p><em>“Hi Dominik, I usually send feedback to just a handful of developers, and I must say that the 3.0 version is impressive. All details you have implemented recently is just fantastic. The Liquid Glass theme is also so nice and fluid, well done! Continue with the good work! I can\u2019t wait to see new features coming to your app. Regards, Felipe”<\/em><\/p>\n<p><em>“Hi Dominik, a fan here. Honestly Monocle 3.0 is probably the best designed third-party app on Mac platform I have seen in the past 5 years, if not ever. The blur effect is mind-blowing. Keep up the good work. Best, Que”<\/em><\/p>\n<p><em>“Hi Dominik, I’m probably just one of thousands of fans who you will never meet IRL but I’m grateful to you for doing so much amazing work on our behalf! Monocle is absolutely my favorite app; it has changed the way I work by calming my brain in ways I didn’t know I needed. I can’t wait to experience the new version. Thank you! Amy”<\/em><\/p>\n<p>Monocle was built with zero coding experience \u2014 just AI and a whole lot of stubbornness.<\/p>\n<p>I restarted the project three times before releasing v1.0. But each time, I understood it a little more deeply.<\/p>\n<p>A year of reviewing every line AI suggested, questioning every change. Slowly, it started to shape into something I love using every day.<\/p>\n<p><a href=\"https:\/\/x.com\/heyiamdk\/status\/1998669666051346936?s=20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/x.com\/heyiamdk\/status\/1998669666051346936?s=20<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc7446f3-da0b-435f-8091-1efec9cf0402.gif?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a> The \u201cnoise-cancelling for your screen\u201d framing really lands. Small detail, but the custom blur + grayscale combo feels incredibly thoughtful especially for long focus sessions. Congrats on 3.0, this is a standout Mac app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a> I love this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been loving Monocle and use it both a) focus\/zone in and b) screenshots\/demos. This new 3.0 version is <strong><em>WILD<\/em><\/strong> though. Literally felt like it came out of no way and it’s soooo good. It totally elevated Monocle’s experience. The shake to start is a really smart and seamless way to activate Monocle, though I wish I could adjust the sensitivity for it. <\/p>\n<p>My favorite thing though is how <a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a> created the setting’s panel, it’s so cleeeaann and a great inspiration for others building Mac Apps. <\/p>\n<p>Very well done and congrats on 3.0!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/919fe897-f261-40e3-9621-3d67bc5f2cdf.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabe<\/a> Thank you so much, Gabe!<\/p>\n<p>I’m so glad the settings panel UI\/UX resonated with you. I honestly had a lot of fun getting that native macOS feel just right!<\/p>\n<p>The shake gesture sensitivity fix is the very first item on my to-do list for the minor 3.0.1 version.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Monocle is brilliant! Love the simple shake-to-blur mechanic for instant focus. How does it handle multiple monitors – does the blur apply globally or per display?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool stuff <a href=\"https:\/\/www.producthunt.com\/@heyiamdk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyiamdk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyiamdk<\/a>! I’ll definitely give Monocle a try!<\/p>\n<\/p>\n<p>ps best of luck on your launch today! Don’t get sloppy though, I’m rapidly closing in on the product hunt leaderboard at place #11 today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_van_doorn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_van_doorn<\/a> Haha thanks, Peter! Upvoted Voice Mate and hope you crack that top 10!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch!<\/p>\n<p>I remember trying a previous version of this and I was curious to try v3, but when I download the 7-day trial, it says the trial has expired (assuming it’s detecting some config file from the previous trial) \u2013 is there a way to reset the trial so I can test it again?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is just great! Thank you \ud83d\ude42 instant purchase<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you!<a href=\"https:\/\/www.producthunt.com\/@nikuscs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikuscs<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Apple should acquire you. <\/p>\n<p>Just fascinating experience. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> \ud83d\ude4f \ud83d\ude4f \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/monocle-clear-workspace-clear-mind\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"monocle-clear-workspace-clear-mind\" target=\"_blank\" rel=\"noopener\">@\u200bMonocle for macOS<\/a> This is genius for focus management. The cursor-shake activation is delightfully tactile. For adoption: are you seeing desktop setup creators use this? Also, how does this integrate with focus modes on macOS? Could be a perfect compliment to system-level focus settings.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> Glad to hear you like it! People have been sharing their setups on Threads, and Monocle’s been featured on Lifehacker, dozens of newsletters, and mentioned by YouTubers like Brandon Butch and MacVince.<\/p>\n<p>Re: focus modes – I actually tried implementing auto-toggle when system focus modes turn on, but the implementation felt clunky and wasn’t reliable enough to ship. It’s still in my backlog though, definitely planning to revisit it when I can get it right.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Noise-cancelling for the screen makes sense. Shake to focus is weirdly perfect. My brain drifts to Slack every 5 mins, so this might help. Curious about multi-monitor + screen share, and battery hit. If it feels native, that\u2019s the win. Kinda like Stage Manager without the rules.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Multi-display is fully supported. A lot of people mentioned they use it for video calls when screensharing to hide their cluttered desktop. One YouTuber told me he makes software tutorials and Monocle is a game-changer for him because it lets his viewers focus on the right window without any video editing, which saves him tons of time. As for battery and performance – v3.0 had some major optimizations and it’s waaay more efficient now. Still working on more improvements though, always looking for ways to make it lighter.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\u2728 This feels less like a utility and more like a <em>state of mind<\/em> \u2014 love the idea of dimming the world with a simple cursor shake.<br \/>Curious what led you to choose this interaction over a keyboard shortcut, and how you\u2019ve seen it change users\u2019 focus or \u201cpresence\u201d over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pany_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pany_ai<\/a> Thanks! The shake gesture comes from what I imagine many people do when they’re frustrated or irritated while working on a computer – they shake their mouse!<\/p>\n<p>Felt like the perfect trigger for ‘I need a break from all of this.’<br \/>(You can still toggle it with a keyboard shortcut or the menu bar icon too)<\/p>\n<p>As for focus, it’s less about being constantly dimmed and more about having that quick reset button when things get cluttered. Helps you stay present instead of drowning in tabs and windows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Beautifully clean, well done! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@miserilev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miserilev<\/a> \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very tasteful app for folks with big screens! \ud83d\ude80<\/p>\n<p>Congratulations on your launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you! <a href=\"https:\/\/www.producthunt.com\/@avloss\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Love this \ud83d\ude4c<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dmitriychuta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitriychuta<\/a> I appreciate you being here from the very first clunky v1.0 Dmytro!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LSRJB7RJUNM2WM\" class=\"app-title\">Netlify AI Gateway<\/a><\/p>\n<div class=\"one-liner\">Use AI models without managing keys or billing<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">239<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Netlify AI Gateway \u662f\u4e00\u4e2aAI\u6a21\u578b\u7f51\u5173\uff0c\u5728\u5f00\u53d1\u8005\u8fdb\u884c\u201c\u5fc3\u6d41\u7f16\u7801\u201d\u65f6\uff0c\u514d\u53bb\u7ba1\u7406\u591a\u5e73\u53f0API\u5bc6\u94a5\u3001\u8d26\u6237\u548c\u8ba1\u8d39\u7684\u7e41\u7410\u6d41\u7a0b\uff0c\u8ba9\u96c6\u6210OpenAI\u3001Anthropic\u548cGoogle Gemini\u7b49\u4e3b\u6d41\u6a21\u578b\u53d8\u5f97\u5feb\u901f\u65e0\u7f1d\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/46402aed-fbde-4f7d-bd0e-2360d00dd6bc.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67ca6315-9228-4fc5-a23d-eec858895283.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/17fabaf2-dd68-4ec7-b7b2-6fabb413b807.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/fade0e9b-faff-458a-b84f-113bbb862cb8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8&t=8s\"><source src=\"https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8&t=8s\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6a21\u578b\u7f51\u5173<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u65e0\u670d\u52a1\u5668\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">API\u5bc6\u94a5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u578b\u5207\u6362<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u52a0\u901f<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea<\/span><br \/>\n <span class=\"tag\">\u8ba1\u8d39\u805a\u5408<\/span><br \/>\n <span class=\"tag\">Netlify\u751f\u6001<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u5316\u5f00\u53d1\u6d41\u7a0b\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u4fdd\u6301\u201c\u7f16\u7801\u5fc3\u6d41\u201d\u662f\u5173\u952e\u6d1e\u5bdf\u3002\u5177\u4f53\u53cd\u9988\u96c6\u4e2d\u4e8e\uff1a\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\uff08\u5982\u5bc6\u94a5\u8f6e\u6362\u673a\u5236\u3001\u662f\u5426\u589e\u52a0\u5ef6\u8fdf\uff09\u3001\u4f7f\u7528\u6210\u672c\uff08\u514d\u8d39\u989d\u5ea6\u3001\u901f\u7387\u9650\u5236\uff09\u548c\u65e5\u5fd7\u76d1\u63a7\u3002\u6709\u7528\u6237\u5efa\u8bae\u672a\u6765\u589e\u52a0\u9632\u5783\u573e\/\u8bf7\u6c42\u8fc7\u6ee4\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Netlify AI Gateway \u770b\u4f3c\u662f\u4e00\u4e2a\u4fbf\u5229\u5de5\u5177\uff0c\u5b9e\u5219\u662f\u4e91\u5e73\u53f0\u5728AI\u65f6\u4ee3\u4e89\u593a\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u201c\u5165\u53e3\u201d\u7684\u6218\u7565\u6027\u68cb\u5b50\u3002\u5176\u5ba3\u79f0\u7684\u201c\u65e0\u9700\u7ba1\u7406\u5bc6\u94a5\u4e0e\u8ba1\u8d39\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u5206\u6563\u7684AI\u6a21\u578b\u4f9b\u5e94\u5546\u62bd\u8c61\u5316\u3001\u6807\u51c6\u5316\uff0c\u5e76\u901a\u8fc7\u81ea\u8eab\u5e73\u53f0\u8fdb\u884c\u805a\u5408\u4e0e\u518d\u5206\u53d1\u3002\u8fd9\u5e26\u6765\u7684\u771f\u6b63\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u63d0\u5347\u5f00\u53d1\u901f\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u5b83\u964d\u4f4e\u4e86AI\u5e94\u7528\u7684\u539f\u578b\u95e8\u69db\uff0c\u4f46\u66f4\u6df1\u5c42\u7684\u662f**\u9501\u5b9a\u4e86\u672a\u6765\u7684\u751f\u4ea7\u73af\u5883**\u3002\u5f00\u53d1\u8005\u4ece\u5b9e\u9a8c\u5230\u751f\u4ea7\u7684\u8fc7\u7a0b\u88ab\u65e0\u7f1d\u5f15\u5bfc\u81f3Netlify\u7684\u57fa\u7840\u8bbe\u65bd\u5185\uff0c\u5e73\u53f0\u901a\u8fc7\u5904\u7406\u51ed\u8bc1\u3001\u8ba1\u8d39\u548c\u8def\u7531\uff0c\u5efa\u7acb\u4e86\u5f3a\u5927\u7684\u7c98\u6027\u3002\u6240\u8c13\u7684\u201c\u65e0\u611f\u5207\u6362\u6a21\u578b\u201d\u529f\u80fd\uff0c\u65e2\u662f\u5356\u70b9\uff0c\u4e5f\u662f\u62a4\u57ce\u6cb3\uff0c\u5b83\u8ba9\u5f00\u53d1\u8005\u5bf9Netlify\u7684\u4e2d\u95f4\u5c42\u4ea7\u751f\u4f9d\u8d56\uff0c\u800c\u975e\u76f4\u63a5\u4e0e\u5e95\u5c42AI\u670d\u52a1\u5546\u5efa\u7acb\u7d27\u5bc6\u8054\u7cfb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5bc6\u94a5\u8f6e\u6362\u548c\u5ef6\u8fdf\u7684\u62c5\u5fe7\uff0c\u6070\u6070\u63ed\u793a\u4e86\u5e73\u53f0\u6240\u626e\u6f14\u7684\u201c\u4fe1\u4efb\u4e2d\u4ecb\u201d\u89d2\u8272\u3002Netlify\u7528\u77ed\u671f\u4ee4\u724c\u7b49\u6280\u672f\u624b\u6bb5\u63a5\u7ba1\u4e86\u5b89\u5168\u4e0e\u8fd0\u7ef4\u8d23\u4efb\uff0c\u8fd9\u65e2\u662f\u4fbf\u5229\uff0c\u4e5f\u610f\u5473\u7740\u63a7\u5236\u6743\u7684\u8ba9\u6e21\u3002\u5e73\u53f0\u501f\u6b64\u83b7\u5f97\u4e86\u5b9d\u8d35\u7684AI API\u8c03\u7528\u6570\u636e\u6d41\uff0c\u8fd9\u5bf9\u4e8e\u4f18\u5316\u81ea\u8eab\u7f51\u7edc\u3001\u7406\u89e3\u5f00\u53d1\u8005\u6a21\u578b\u4f7f\u7528\u504f\u597d\u4e43\u81f3\u672a\u6765\u8fdb\u884c\u7cbe\u51c6\u8d44\u6e90\u6253\u5305\u9500\u552e\uff0c\u90fd\u81f3\u5173\u91cd\u8981\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u98ce\u9669\u4e0e\u4ef7\u503c\u5e76\u5b58\u3002\u5bf9\u4e8e\u4e2d\u5927\u578b\u6216\u5df2\u6709\u6210\u719f\u67b6\u6784\u7684\u56e2\u961f\uff0c\u5f15\u5165\u4e00\u4e2a\u7f51\u5173\u5c42\u53ef\u80fd\u610f\u5473\u7740\u591a\u4e86\u4e00\u4e2a\u6f5c\u5728\u7684\u5355\u70b9\u6545\u969c\u548c\u8c03\u8bd5\u9ed1\u76d2\u3002\u5176\u4ef7\u503c\u5728\u8ffd\u6c42\u6781\u81f4\u5f00\u53d1\u901f\u5ea6\u7684\u521d\u521b\u56e2\u961f\u3001\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u6559\u80b2\u573a\u666f\u4e2d\u6700\u4e3a\u51f8\u663e\u3002Netlify\u6b64\u4e3e\u806a\u660e\u5730\u5c06\u81ea\u8eab\u4ece\u9759\u6001\u7ad9\u70b9\u6258\u7ba1\u5546\uff0c\u91cd\u5851\u4e3a\u201cAI\u539f\u751f\u5e94\u7528\u201d\u7684\u4e00\u7ad9\u5f0f\u6784\u5efa\u4e0e\u4ea4\u4ed8\u5e73\u53f0\uff0c\u662f\u5728\u6fc0\u70c8\u7684\u4e91\u7ade\u4e89\u4e2d\u4e00\u6b21\u7cbe\u51c6\u7684\u4fa7\u7ffc\u8fdb\u653b\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176\u7f51\u5173\u7684\u7a33\u5b9a\u6027\u3001\u900f\u660e\u5ea6\u4ee5\u53ca\u80fd\u5426\u6301\u7eed\u63d0\u4f9b\u6bd4\u76f4\u63a5\u5bf9\u63a5\u4f9b\u5e94\u5546\u66f4\u663e\u8457\u7684\u51c0\u6536\u76ca\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Netlify AI Gateway<\/span>\n <\/div>\n<div class=\"comment-content\">Netlify AI Gateway makes it easier to build AI features while you\u2019re vibe coding. Instead of pausing to create provider accounts, manage API keys, or set up billing, AI Gateway securely handles credentials and usage for you. You can call the latest models from OpenAI, Anthropic, and Google Gemini directly from your Netlify project. It\u2019s a faster path from experimenting with AI to something ready to run in production.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m on the Netlify team, we built AI Gateway after seeing how often you’re on a roll vibe coding and then account setup derails everything.<\/p>\n<p>When you\u2019re moving fast adding AI usually means stopping to create provider accounts, set up API keys, and think about billing earlier than you want to. That friction breaks momentum.<\/p>\n<p>AI Gateway removes that setup layer and makes ongoing management simple when you’re ready to scale. Credentials and usage are handled automatically and securely, so you can call models from OpenAI, Anthropic, or Google Gemini directly from your Netlify project and stay focused on the feature you\u2019re building.<\/p>\n<p>To make it easy to try, every account starts with 300 free credits, so you can experiment without upfront setup or cost.<\/p>\n<p>I\u2019d love to hear:<br \/>\n\t\u2022\tWhere does building with AI slow you down the most today?<br \/>\n\t\u2022\tWhat\u2019s the first AI feature you’ve tried to build?<\/p>\n<p>Happy to answer questions or go deeper on how this works.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>22<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gehrigkunz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gehrigkunz<\/a> netlify gateway sounds like a revolution! congrats on the launch <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gehrigkunz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gehrigkunz<\/a> The \u201cdon\u2019t break the vibe while coding\u201d insight is spot on. Handling credentials and usage in the background is exactly what keeps momentum alive when prototyping AI features. Curious to see how teams evolve from the free credits into production usage with this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We’ve needed this. I was working on something similar, now can sideline it. Good job!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> thanks! Let us know how it works for you, or if you run into any feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very interesting! \ud83d\ude80<\/p>\n<p>So, an “ANTHROPIC_API_KEY” is created specifically for your user and then shared with your app via env?<\/p>\n<p>How do you rotate those keys if you don’t have a dedicated UI to manage them?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hey! Netlify team member here! With AI Gateway, we provide opaque keys that work with AI Gateway directly. These are extremely short-lived keys. When requests are made, we validate and exchange them for proper inference keys. All of that to say, there’s no UI to manage these keys because we handle everything for you. We rotate the end result keys on our side over time. This means you create software using the provider SDK’s and we handle everything else.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Short-lived tokens for each provider are automatically generated on the fly and injected into your Netlify serverless functions and edge functions as needed. These are only valid for the lifetime of the function execution, have only the minimal permissions needed, are owned and managed by Netlify yet are fully attributable to your specific account and site for billing and usage purposes. Let me know if you have any other questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>been on Netlify for years for static stuff. AI Gateway sounds… actually useful tbh. no more juggling API keys\/envs across projects is nice. curious about added latency and what the rate limits + logs look like. might try it on a weekend toy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> There’s effectively no added latency, since the “gateway” is within Netlify’s edge network, right where your serverless or edge function is running.<\/p>\n<\/p>\n<p>Rate limits are documented here: <a href=\"https:\/\/docs.netlify.com\/build\/ai-gateway\/overview\/#rate-limits\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.netlify.com\/build\/ai-gateway\/overview\/#rate-limits<\/a>.<\/p>\n<p>AI usage monitoring is documented here: <a href=\"https:\/\/docs.netlify.com\/manage\/accounts-and-billing\/billing\/billing-for-credit-based-plans\/monitor-usage-for-credit-based-plans\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.netlify.com\/manage\/accounts-and-billing\/billing\/billing-for-credit-based-plans\/monitor-usage-for-credit-based-plans\/<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> love to hear it. Share with us your weekend toy when it’s ready \ud83d\ude42 [tag us on socials @netlify] <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Please do share your experience with us once you’ve tried it out! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<\/p>\n<p>I’m KP, head of Community at Netlify and today we’re so stoked to bring AI Gateway to this community.<\/p>\n<\/p>\n<p>Imagine you’re a builder with an idea and you’re vibe coding. You think “this needs an AI feature” – maybe smart suggestions, content generation, or image analysis.<\/p>\n<\/p>\n<p>But AI-powered apps need to call models. That means managing API keys, handling credentials, routing between providers. It’s operational overhead that slows down both initial development and ongoing iteration. You’re in flow, building something cool, and then… account setup. Key management. Billing configuration.<\/p>\n<p>Your momentum? Dead.<\/p>\n<\/p>\n<p>Well, thats where AI Gateway comes in handy.<\/p>\n<\/p>\n<p><strong>How it works:<\/strong><\/p>\n<p>One line of code gives you access to OpenAI, Anthropic, and Google Gemini. No provider accounts. No key juggling. No billing surprises upfront.<\/p>\n<\/p>\n<p>Switch between models by changing one parameter. Want to test Claude vs GPT-4 for your use case? Change the model name. We handle routing, credentials, and billing automatically.<\/p>\n<\/p>\n<p><strong>See it in action:<\/strong><\/p>\n<p>Our CEO Matt Biilmann vibe coded this demo app using Netlify Agent Runners \u2192 <a href=\"https:\/\/gpt-image-of-the-day.netlify.app\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/gpt-image-of-the-day.netlify.app\/<\/a> It generates a new AI image daily. The whole thing – AI integration included – was built in flow without stopping to set up provider accounts.<\/p>\n<\/p>\n<p>We also did a Community Drop livestream yesterday walking through the feature \u2192 <a href=\"https:\/\/x.com\/netlify\/status\/2001336595421561309\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/x.com\/netlify\/status\/2001336595421561309<\/a><\/p>\n<\/p>\n<p><strong>Try it yourself:<\/strong><\/p>\n<\/p>\n<p>Every account starts with <strong>300 free credits<\/strong>. Build your first AI feature without pulling out a credit card.<\/p>\n<p>I’m here all day with Gehrig and the team. Would love to hear from you. Drop your questions and thoughts below \ud83d\udc47<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a Netlify user since 2017, I’m super happy this is now live! This’ll enable anyone to build rich, AI-powered applications for internal and external use cases. Super excited to see what everyone builds \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hughbeme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hughbeme<\/a> Thanks for being a customer and now coming over to build the next chapter with us \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hughbeme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hughbeme<\/a> Wouldn’t be here without the Hugh Durkin’s of the world! We appreciate you Hugh<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The model switching part is underrated. Testing Claude vs GPT without refactoring is huge.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> Agreed! I’ve been taking Tanstack’s AI SDK for a spin with it and it’s been a perfect pairing when wanting to have multiple models at once! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> Couldn’t agree more! That had been the slowest part of building with AI for me up until this point. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Incredibly handy to have the most powerful models able to be integrated into your app all in one place and without leaving my Netlify workspace. <br \/>No more switching and swapping API keys and managing the set up. <\/p>\n<p>Attended the Netlify Community Drop session and was impressed just how fast KP and Dom showed the new features and demonstrated how to build an AI ready app in minutes! Eager to update my current workflows now and track everything with a single view and build my ideas even faster. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ashamplifies\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ashamplifies<\/a> Thank you for being part of our stream yesterday and asking great Qs. Means a lot.<\/p>\n<\/p>\n<p>If we ever do a vibe coding meetup in Leeds, you’re the man for it! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve recently faced a spam problem on my agency’s website: we were getting a 10-20 fake requests a day with time interval from valid emails but with random names, etc. It would a nice add-on for the AI Gateway in the future to actually prevent sending these requests. I have a Make automation to route these leads to Pipedrive\/Slack\/Sendgrid, and I would love to limit these requests even before they enter the webhook and trigger the automation. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> Thanks for sharing this improvement suggestion. I’ll pass it along to our product team. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey Pavel, nice use case; this video may be helpful\u2013Sean uses AI to summarize form fills, you could follow a similar pattern to grade quality and pass those that reach a set threshold to your downstream tools. With how cheap these models are getting that would be sweet to take that noise away. Hope that helps!<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/watch?v=Fe33sf-pHm8<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Founders need to focus on their business and Netlify free them out from api management and billing control etc! Great product! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Thanks! Please share do share your experience with us once you’ve tried out AI Gateway.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Neat stuff, I’ll definitely give Monocle a try this weekend!<\/p>\n<\/p>\n<p>ps best of luck on your launch today! I’m rapidly closing with at place #11 today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HFDLXBT7FYAAT6\" class=\"app-title\">Shadow<\/a><\/p>\n<div class=\"one-liner\">AI that sees, listens, and understands every meeting<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">196<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Shadow\u662f\u4e00\u6b3e\u901a\u8fc7\u672c\u5730\u81ea\u52a8\u6355\u83b7\u4f1a\u8bae\u97f3\u9891\u4e0e\u5c4f\u5e55\u5185\u5bb9\uff0c\u5e76\u5229\u7528AI\u751f\u6210\u53ef\u6267\u884c\u4efb\u52a1\u7684\u5de5\u5177\uff0c\u5728\u8fdc\u7a0b\u534f\u4f5c\u4f1a\u8bae\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4f1a\u8baeAI\u4ec5\u8f6c\u5f55\u8bed\u97f3\u800c\u4e22\u5931\u89c6\u89c9\u4e0a\u4e0b\u6587\u3001\u5bfc\u81f4\u540e\u7eed\u884c\u52a8\u9879\u4e0d\u5b8c\u6574\u7684\u5173\u952e\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac42a3c5-ba11-4909-9af4-9a1d983c7a2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf274817-b30f-4b59-8640-02e47e690bc7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed5696f4-774f-4b6f-83ce-905e27326f25.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7aa3fc25-969f-4913-8a83-1a5a5d53d538.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a231bc5a-98e2-4b06-8696-95284cafadc8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6da5b41f-d0a8-4fac-b094-ab1a7804bf65.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7cc94b8a-8b28-44d7-a57a-ec3a3cb22032.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4f1a\u8baeAI<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u6355\u83b7<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u89c6\u542c\u7ed3\u5408\u201d\u7684\u6838\u5fc3\u529f\u80fd\u3001\u65e0\u673a\u5668\u4eba\u5165\u4f1a\u7684\u8bbe\u8ba1\u3001\u672c\u5730\u5316\u5904\u7406\u7684\u9690\u79c1\u4fdd\u62a4\u53ca\u53ef\u9760\u7684\u4f53\u9a8c\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u4f01\u4e1a\u7ea7\u6570\u636e\u5408\u89c4\u7684\u7ec6\u8282\u3001\u591a\u5c4f\u5e55\/\u5feb\u901f\u5207\u6362\u7684\u6355\u83b7\u80fd\u529b\u3001\u975e\u82f1\u8bed\u652f\u6301\u3001\u4ee5\u53ca\u90e8\u5206AI\u529f\u80fd\u4ecd\u9700\u4e91\u7aef\u5904\u7406\u53ef\u80fd\u5f15\u53d1\u7684\u6570\u636e\u6cc4\u9732\u62c5\u5fe7\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Shadow\u6b64\u6b21\u5347\u7ea7\u201c\u5c4f\u5e55\u6355\u83b7\u201d\u529f\u80fd\uff0c\u770b\u4f3c\u662f\u529f\u80fd\u53e0\u52a0\uff0c\u5b9e\u5219\u662f\u5bf9\u201c\u4f1a\u8bae\u4e0a\u4e0b\u6587\u201d\u672c\u8d28\u7684\u4e00\u6b21\u7cbe\u51c6\u72d9\u51fb\u3002\u5f53\u524d\u4f1a\u8baeAI\u8d5b\u9053\u62e5\u6324\uff0c\u4f46\u591a\u6570\u4ea7\u54c1\u4ecd\u505c\u7559\u5728\u201c\u8bed\u97f3\u79d8\u4e66\u201d\u5c42\u9762\uff0c\u5ffd\u7565\u4e86\u73b0\u4ee3\u534f\u4f5c\u4e2d\u5e7b\u706f\u7247\u3001\u8bbe\u8ba1\u7a3f\u3001\u6570\u636e\u770b\u677f\u7b49\u89c6\u89c9\u4fe1\u606f\u6240\u627f\u8f7d\u7684\u6838\u5fc3\u51b3\u7b56\u4f9d\u636e\u3002Shadow\u5c06\u201c\u6240\u89c1\u201d\u4e0e\u201c\u6240\u95fb\u201d\u5173\u8054\uff0c\u65e8\u5728\u4ea7\u51fa\u771f\u6b63\u57fa\u4e8e\u5b8c\u6574\u4e0a\u4e0b\u6587\u7684\u884c\u52a8\u9879\uff0c\u8fd9\u4f7f\u5176\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u5411\u201c\u7406\u89e3\u4e0e\u6267\u884c\u4ee3\u7406\u201d\u8fc8\u51fa\u4e86\u5173\u952e\u4e00\u6b65\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u65e0\u673a\u5668\u4eba\u5165\u4f1a\u201d\u548c\u201c\u672c\u5730\u5316\u5904\u7406\u201d\u7684\u9690\u79c1\u4e3b\u5f20\uff0c\u662f\u5207\u5165\u4f01\u4e1a\u5e02\u573a\u7684\u950b\u5229\u5200\u5203\uff0c\u76f4\u51fb\u7528\u6237\u5bf9\u654f\u611f\u4fe1\u606f\u6cc4\u9732\u7684\u666e\u904d\u7126\u8651\u3002\u7136\u800c\uff0c\u8fd9\u67c4\u53cc\u5203\u5251\u7684\u53e6\u4e00\u9762\u4e5f\u6e05\u6670\u53ef\u89c1\uff1a\u590d\u6742\u7684\u81ea\u5b9a\u4e49AI\u4efb\u52a1\uff08Skills\uff09\u4ecd\u9700\u8c03\u7528\u4e91\u7aefLLM\uff0c\u8fd9\u4e0e\u201c\u6570\u636e\u6c38\u4e0d\u79bb\u5f00\u672c\u5730\u201d\u7684\u7eaf\u7cb9\u627f\u8bfa\u5b58\u5728\u5fae\u5999\u88c2\u75d5\uff0c\u53ef\u80fd\u6210\u4e3a\u5b89\u5168\u82db\u6c42\u578b\u5ba2\u6237\u7684\u987e\u8651\u70b9\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5408\u89c4\u7ec6\u8282\u7684\u8ffd\u95ee\uff0c\u6070\u6070\u8bf4\u660e\u4e86\u5e02\u573a\u5bf9\u5176\u771f\u5b9e\u9690\u79c1\u67b6\u6784\u7684\u5ba1\u89c6\u624d\u521a\u521a\u5f00\u59cb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5b9a\u4e49\u201c\u5173\u952e\u5c4f\u5e55\u5185\u5bb9\u201d\u7684\u6355\u83b7\u903b\u8f91\u3002\u9762\u5bf9\u5feb\u901f\u5207\u6362\u7684\u6807\u7b7e\u9875\u6216\u52a8\u6001\u6f14\u793a\uff0c\u8fc7\u5ea6\u6355\u83b7\u5c06\u4ea7\u751f\u4fe1\u606f\u566a\u97f3\uff0c\u6355\u83b7\u4e0d\u8db3\u5219\u4e22\u5931\u4e0a\u4e0b\u6587\u3002\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u95ee\u9898\uff0c\u66f4\u662f\u5bf9\u7528\u6237\u5de5\u4f5c\u6d41\u7406\u89e3\u7684\u6df1\u5ea6\u8003\u9a8c\u3002Shadow\u82e5\u60f3\u771f\u6b63\u6210\u4e3a\u201c\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u5fc5\u987b\u5728\u667a\u80fd\u6458\u8981\u4e0e\u539f\u59cb\u4fe1\u606f\u7559\u5b58\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u5e76\u6784\u5efa\u5f00\u653e\u7684\u5de5\u4f5c\u6d41\u751f\u6001\uff0c\u8ba9\u201c\u884c\u52a8\u201d\u4e0d\u4ec5\u80fd\u88ab\u751f\u6210\uff0c\u66f4\u80fd\u65e0\u7f1d\u63a5\u5165\u4e0b\u6e38\u5de5\u5177\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u8f6c\u5f55\u9009\u9879\uff0c\u800c\u5728\u4e8e\u91cd\u65b0\u5b9a\u4e49\u4f1a\u8bae\u7ed3\u675f\u540e\u7684\u5de5\u4f5c\u8d77\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Shadow<\/span>\n <\/div>\n<div class=\"comment-content\">Your meeting AI is missing half the picture. It hears what’s said but ignores what’s on screen. Shadow captures both\u2014no bot needed\u2014and turns that full context into action with custom AI tasks. Stop recapping. Start delivering.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<br \/>\nJay from Shadow here.<\/p>\n<p>First, a huge thank you to everyone. Last time we launched, we got so much love and support from the PH community. Your feedback and encouragement pushed us to make Shadow even better.<\/p>\n<p>Today, we’re back with a huge update that will completely change how you interact with your meeting AI.<\/p>\n<p>When we last launched, Shadow was your ears in every meeting\u2014automatically listening and turning conversations into post-meeting tasks.<\/p>\n<p>Now, Shadow has become your eyes too. \ud83d\udc40<\/p>\n<p>What’s new:<\/p>\n<p>\ud83d\udda5\ufe0f Smart Screenshots<br \/>\nShadow now automatically captures what’s on screen during your meetings. Slides, demos, shared docs\u2014all saved and ready for AI to reference. No manual screenshots needed.<\/p>\n<p>\u26a1 Supercharged Skills<br \/>\nFully customizable AI tasks that run on your meetings. Export to Markdown or send to any tool via webhook. Build your own workflows.<\/p>\n<p>What hasn’t changed\u2014the things that make Shadow different:<\/p>\n<p>\ud83d\udeab No bots<br \/>\nShadow works in the background. No awkward “AI Notetaker has joined” moments.<\/p>\n<p>\ud83c\udfaf Speaker identification<br \/>\nAlways know who said what.<\/p>\n<p>\ud83d\udd12 Privacy first<br \/>\nLocal transcription, local storage. Your data stays yours. We never use it for training.<\/p>\n<p>We built Shadow to help you leave meetings with progress, not just notes. Now with the full picture\u2014what was said AND shown\u2014you can finally make that happen.<\/p>\n<p>Would love to hear your feedback.<br \/>\nLet’s chat in the comments! \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> The \u201ceyes + ears\u201d framing really clicks. Screen context is where most follow-ups actually come from, so this feels like a very practical evolution of meeting AI. Excited to see how teams build workflows on top of this nicely done.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> congrats on the launch \ud83d\ude42 for me the best feaure you highlight is auto start and stop. I am a tech writer, so I am sooo freaking afraid of losing internet connection during interviews with devs, and when I rejoin and my notetaker doesn’t it’s really a pain point.<\/p>\n<p>and spealing only with humans, not bots is a pleasure <3 <br \/>keep going \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your launch! \ud83d\ude80<br \/>Extremely competitive market today, but no clear winner established yet, so best of luck!<br \/>I think marketing matters more than ever, and you definitely have some sleek looking visuals!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> 99% agreed! I think marketing matters more than ever too. Once a new market seems to take off, 100 copycats appear in a couple of weeks. The 1% is that I still have the naive belief that a great product will win at the end of the day. Thanks a lot for the comment!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@jaythesong, I use granola, been a big fan, but I love what I saw on the website – Attribution of speakers and contextualization of screenshots and screen content. Just downloaded this. Gonna try Shadow \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kjosephabraham\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kjosephabraham<\/a> thanks Joseph! Glad to hear that you’ve just downloaded it! Feel free to let me know if you have any questions or feedback. Thanks a lot your the comment again!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As someone involved in GTM strategy and execution, Shadow has made it much easier to revisit important meetings without rewatching full recordings. Having both the spoken conversation and on screen context available in one place makes reviews faster and more useful.<\/p>\n<\/p>\n<p>The ability to quickly pull out next steps, draft follow up emails, or create custom AI outputs turns meeting recaps into something actionable. It feels thoughtfully designed for teams that want to spend less time recapping and more time moving work forward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@james_park16\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@james_park16<\/a> Hi James, thank you so much for the thoughtful review!<\/p>\n<\/p>\n<p>We\u2019re thrilled to hear that Shadow is helping your GTM strategy and execution by making meeting reviews faster and more useful. Our goal was exactly what you described: providing both spoken and on-screen context in one place so teams can skip the full recordings and focus on moving work forward.<\/p>\n<\/p>\n<p>It\u2019s great to see that you\u2019re already making the most of the action items and follow-up drafts! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been using Shadow daily for a couple months now and it’s rock solid. I’ve used other meeting transcribers before, but Shadow is incredibly reliable. Its notable features for my workflow are:<\/p>\n<ul>\n<li>\n<p>Privacy-focused (on-device transcription, cloud LLM for outlines and summaries)<\/p>\n<\/li>\n<li>\n<p>Speaker diarization! This is key for me as it can separate the different speakers on a call.<\/p>\n<\/li>\n<li>\n<p>Automatic workflows that they call Skills. Once a meeting finishes, you can create custom “skills” for further processing.<\/p>\n<\/li>\n<li>\n<p>From a design standpoint, it’s also very polished. <\/p>\n<\/li>\n<\/ul>\n<p>My only knock on it would be that’s it very un-Mac-like. Cmd-period doesn’t bring up Settings, etc. But that’s pretty minor. Truly an essential product in my daily productivity stack.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@roger_wong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roger_wong<\/a> this made my day! \ud83e\udd79<\/p>\n<p>Thank you for the continued support. It really means a lot to have users like you who genuinely care about making Shadow better. I’m so glad to hear it’s become part of your daily stack. <\/p>\n<\/p>\n<p>And thanks for flagging the shortcut thing. We totally missed that, and I appreciate you pointing it out. We’ll get those Mac conventions right. Thanks again for your support Roger!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of the best in the market! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_hong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_hong<\/a> thanks a lot Daniel for the comment! \ud83e\udee1 <br \/>Appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jaythesong nice<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I rarely post on PH to shout out to a product, but Shadow is an app that does exactly what I was searching for: listening to meetings and giving me smart AI tools to work with the transcript afterwards. It does a fantastic job at that and <a href=\"https:\/\/www.producthunt.com\/@jaythesong\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> is super supportive when I had questions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tjapie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tjapie<\/a> thanks so much for the comment! It really means a lot coming from someone who doesn’t usually post! Always happy to help if you have more questions \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool stuff <a href=\"https:\/\/www.producthunt.com\/@jaythesong\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> , I’ll definitely give Shadow a try! It’s a different usecase but I suspect similar tech to my AI voicemail platform. <\/p>\n<\/p>\n<p>ps best of luck on your launch today – really wish you all the best! But don’t get sloppy now I’m rapidly closing with at place #11 today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_van_doorn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_van_doorn<\/a> thanks Peter! I’ve just checked out your launch and it does seem like that! Voice Mate sounds super interesting too. I wish you all the best!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love your UI. Do you actually store the transcripts and have the bot in the desktop app or in web? I’m wondering how the sharing works. <br \/>Thanks. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> Hi Pavel! Thanks for the comment.<\/p>\n<p>To clarify, the transcription and screenshot processes happen 100% locally on your device, and all data is stored locally.<\/p>\n<p>As you might expect, using AI-powered features or sharing via webhooks does require data to be processed through the internet. However, since we don’t store or own this data on our servers, it remains far more secure than other cloud-based solutions. It\u2019s a much more robust approach to privacy!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I read in your FAQ that to prevent data leaking to openai, gemini, anthropic, we do need to turn off meeting outline, to not use skills and to not ask anything to the assistant. isn’t it a bit dangerous for professional meetings, and so… useless if we can’t avoid data leaking?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/shadow-4\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"shadow-4\" target=\"_blank\" rel=\"noopener\">@Shadow<\/a> the screen+audio capture angle is powerful and underserved. Most meeting AI misses half the context you’re showing. Key question: how are you handling privacy\/compliance for enterprises dealing with sensitive data on-screen? Also, what’s your latency like for action extraction?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> thanks for the comment! That\u2019s a really great question.<\/p>\n<p>While many AI tools claim a zero-retention policy, Shadow goes a step further. We do not store any screen, audio, or transcript data. Although we utilize servers for our AI and LLM processing, your data is never saved to a database. Since we don’t retain or own the data, your information remains truly private!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Half my calls are people click-walking through decks and Figma. Most tools miss that. No bot bubble joining is a relief. If it pulls action items from what\u2019s on screen + what\u2019s said, that\u2019s actually handy. Curious about multi-screen or fast tab hopping.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> thanks for your comment! Shadow works by automatically detecting the meeting screen and taking screenshots whenever there are major changes. You can also manually select a specific window or screen if you prefer!<\/p>\n<\/p>\n<p>Since Shadow focuses on capturing context rather than recording every single pixel, rapid tab switching might not be captured perfectly\u2014though it depends on how fast you switch! I hope you give it a try and share your thoughts.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What languages does it support?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sarbarzn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sarbarzn<\/a> Currently, Shadow officially supports English only, so all AI prompts are optimized for English. However, transcription supports all major languages and works seamlessly with our AI features! What language do you speak?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Shadow is mind-blowing! Love that it captures the screen share, not just the audio. Im curious, how does Shadow handle privacy when recording sensitive information displayed on the screen?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NMRREPU2OFWDGS\" class=\"app-title\">LightBuddy<\/a><\/p>\n<div class=\"one-liner\">Look better on video calls using the screen you already have<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">192<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LightBuddy\u662f\u4e00\u6b3eMac\u83dc\u5355\u680f\u5e94\u7528\uff0c\u5b83\u5229\u7528\u7528\u6237\u73b0\u6709\u5c4f\u5e55\u8fb9\u7f18\u4ea7\u751f\u53ef\u8c03\u73af\u5f62\u5149\uff0c\u5728\u89c6\u9891\u901a\u8bdd\u7b49\u573a\u666f\u4e2d\u4f4e\u6210\u672c\u6539\u5584\u9762\u90e8\u5149\u7ebf\uff0c\u63d0\u5347\u4e0a\u955c\u6548\u679c\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8a28beca-e404-4045-aa54-846ac0ff322e.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d62c3b5e-5d88-45be-baae-4bef37678f7d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6ab39380-3259-48a8-9151-d5d16076b143.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Video Streaming<\/span><br \/>\n <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u901a\u8bdd\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u73af\u5f62\u8865\u5149<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u517c\u5bb9\u6027\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8f6f\u4ef6\u5149\u6548<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u529e\u516c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u6838\u5fc3\u4ef7\u503c\uff1a\u517c\u5bb9\u6027\u5f3a\uff08\u652f\u6301Intel\/Apple Silicon\u3001\u975e\u82f9\u679c\u663e\u793a\u5668\u3001\u591a\u5c4f\uff09\uff0c\u5f25\u8865\u4e86\u82f9\u679c\u539f\u751f\u529f\u80fd\u7684\u5c40\u9650\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u8be2\u95ee\u4e2d\u5fc3\u533a\u57df\u662f\u5426\u53ef\u53d8\u6697\u3001\u5bf9\u591a\u5c4fHDR\u591c\u95f4\u8868\u73b0\u7684\u5173\u5207\u3001\u5bf9\u82f9\u679c\u672a\u6765\u66f4\u65b0\u7ade\u4e89\u7684\u62c5\u5fe7\uff0c\u4ee5\u53ca\u5bf9\u5176\u5546\u4e1a\u6a21\u5f0f\uff08\u5982\u4f55\u76c8\u5229\uff09\u7684\u597d\u5947\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n LightBuddy\u7684\u8bde\u751f\uff0c\u662f\u201c\u8349\u6839\u667a\u6167\u201d\u5bf9\u5de8\u5934\u751f\u6001\u7684\u4e00\u6b21\u5de7\u5999\u4fa7\u51fb\u3002\u5176\u771f\u6b63\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u7ed9\u5c4f\u5e55\u52a0\u4e2a\u5149\u6655\u201d\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u6355\u6349\u5e76\u670d\u52a1\u4e86\u88ab\u82f9\u679c\u5b98\u65b9\u529f\u80fd\u201c\u9009\u62e9\u6027\u629b\u5f03\u201d\u7684\u5b58\u91cf\u7528\u6237\u2014\u2014\u90a3\u4e9b\u4f7f\u7528Intel\u82af\u7247\u3001\u975e\u82f9\u679c\u663e\u793a\u5668\u6216\u65e7\u7248macOS\u7684\u6d77\u91cf\u7528\u6237\u3002\u8fd9\u63ed\u9732\u4e86\u5de8\u5934\u751f\u6001\u7b56\u7565\u7684\u4e00\u4e2a\u8f6f\u808b\uff1a\u4e3a\u4e86\u63a8\u52a8\u65b0\u786c\u4ef6\u9500\u552e\u548c\u7cfb\u7edf\u5347\u7ea7\uff0c\u5176\u201c\u521b\u65b0\u201d\u529f\u80fd\u5e38\u5e26\u6709\u6392\u4ed6\u6027\uff0c\u4eba\u4e3a\u5236\u9020\u4e86\u5e02\u573a\u65ad\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u9009\u62e9\u4e86\u83dc\u5355\u680f\u8fd9\u4e00\u8f7b\u91cf\u5316\u5165\u53e3\uff0c\u5c06\u81ea\u8eab\u5b9a\u4e49\u4e3a\u7cfb\u7edf\u7ea7\u7684\u5b9e\u7528\u5de5\u5177\uff0c\u800c\u975e\u67d0\u4e2a\u81c3\u80bf\u5e94\u7528\u7684\u4e00\u90e8\u5206\uff0c\u8fd9\u4fdd\u8bc1\u4e86\u5176\u4f4e\u4fb5\u5165\u6027\u548c\u5373\u5f00\u5373\u7528\u7684\u5de5\u5177\u5c5e\u6027\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u591a\u663e\u793a\u5668\u652f\u6301\u201d\u3001\u201cHDR Boost\u201d\u7b49\u529f\u80fd\u70b9\uff0c\u66f4\u51f8\u663e\u4e86\u5b83\u5728\u5b98\u65b9\u57fa\u7840\u65b9\u6848\u4e0a\u7684\u201c\u589e\u91cf\u521b\u65b0\u201d\uff0c\u8bd5\u56fe\u5728\u7075\u6d3b\u6027\u548c\u4f53\u9a8c\u6df1\u5ea6\u4e0a\u53cd\u8d85\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u957f\u671f\u62a4\u57ce\u6cb3\u4ee4\u4eba\u5b58\u7591\u3002\u4f5c\u4e3a\u4e00\u6b3e\u89e3\u51b3\u5355\u4e00\u3001\u660e\u786e\u75db\u70b9\u7684\u5de5\u5177\uff0c\u5176\u529f\u80fd\u6781\u6613\u88ab\u6a21\u4eff\uff0c\u4e5f\u6781\u53ef\u80fd\u88ab\u82f9\u679c\u5728\u540e\u7eed\u7cfb\u7edf\u66f4\u65b0\u4e2d\u8fdb\u4e00\u6b65\u201c\u5438\u6536\u201d\u548c\u8986\u76d6\u3002\u7528\u6237\u5173\u4e8e\u201c\u5982\u4f55\u76c8\u5229\u201d\u548c\u201c\u5982\u4f55\u5e94\u5bf9\u82f9\u679c\u6539\u8fdb\u201d\u7684\u8bc4\u8bba\uff0c\u76f4\u63a5\u70b9\u4e2d\u4e86\u5176\u547d\u95e8\u3002\u5b83\u76ee\u524d\u7684\u4f18\u52bf\u5efa\u7acb\u5728\u82f9\u679c\u751f\u6001\u7684\u201c\u4e0d\u5b8c\u7f8e\u201d\u4e4b\u4e0a\uff0c\u8fd9\u79cd\u4f18\u52bf\u5177\u6709\u6781\u5f3a\u7684\u65f6\u6548\u6027\u548c\u8106\u5f31\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cLightBuddy\u662f\u4e00\u4e2a\u7cbe\u660e\u7684\u201c\u751f\u6001\u4f4d\u8865\u4e01\u201d\uff0c\u5728\u5de8\u5934\u5212\u5b9a\u7684\u7248\u56fe\u7f1d\u9699\u4e2d\u627e\u5230\u4e86\u77ed\u671f\u751f\u5b58\u7a7a\u95f4\u3002\u5b83\u7684\u6210\u529f\uff0c\u662f\u5b9e\u7528\u4e3b\u4e49\u5bf9\u5b8c\u7f8e\u4e3b\u4e49\u7684\u4e00\u6b21\u80dc\u5229\uff0c\u4f46\u4e5f\u6e05\u6670\u5730\u5c55\u793a\u4e86\u72ec\u7acb\u5f00\u53d1\u8005\u9762\u5bf9\u5e73\u53f0\u65b9\u65f6\u7684\u7ec8\u6781\u56f0\u5883\uff1a\u4f60\u7684\u521b\u65b0\uff0c\u968f\u65f6\u53ef\u80fd\u6210\u4e3a\u5de8\u5934\u7684\u517b\u6599\uff0c\u800c\u4f60\u7684\u751f\u5b58\uff0c\u5219\u4f9d\u8d56\u4e8e\u5de8\u5934\u201c\u61d2\u5f97\u201d\u6216\u201c\u6682\u65f6\u4e0d\u613f\u201d\u8986\u76d6\u7684\u90a3\u7247\u6280\u672f\u6d3c\u5730\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LightBuddy<\/span>\n <\/div>\n<div class=\"comment-content\">LightBuddy lives in your Mac\u2019s Menu Bar and allows you to add an adjustable ring light around your display. Unlike the built-in feature Apple added in macOS 26.2, LightBuddy supports macOS 14 Sonoma or later, works on Intel and Apple Silicon Macs, and doesn’t require an Apple-branded display.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Brilliant! Turn your existing display into a lightbox…! <\/p>\n<\/p>\n<p>Yes, this was <a href=\"https:\/\/rambo.codes\/posts\/2025-12-15-sherlocked-before-it-was-born-lightbuddy\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Sherlocked in macOS 26.2<\/a>, but the idea preceded that launch, and this one adds some nice touches that the Tahoe implementation misses:<\/p>\n<ul>\n<li>\n<p>No Apple Silicon and macOS 26.2 Requirement<\/p>\n<\/li>\n<li>\n<p>No Apple Display Requirement<\/p>\n<\/li>\n<li>\n<p>Multiple Display Support<\/p>\n<\/li>\n<li>\n<p>HDR Support<\/p>\n<\/li>\n<li>\n<p>Custom Colors<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> The multiple display + non-Apple hardware support is a big win here. Nice to see an idea evolve beyond the built-in version and stay accessible to more setups.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great problem addressed \ud83d\udc4d\ud83c\udffb<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>pretty cool ! bought, tried, it does the job !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/lightbuddy\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"lightbuddy\" target=\"_blank\" rel=\"noopener\">@LightBuddy<\/a> The cross-compatibility (Intel, older Macs, no Apple display required) is a huge advantage over the native solution. Wondering: what’s the market size potential beyond Mac users? And how are you thinking about competing as Apple potentially improves their built-in feature?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Clean and clever idea! Love the simplicity \u2014 will give it a try today. Good luck with the launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Amazing, definitely something I would need! \ud83d\ude80<br \/>Does it also dims the centre of the screen?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hi Anton. It doesn’t dim the center of the screen. If your display supports HDR, enabling HDR Boost will have a similar effect, allowing you to reduce the overall brightness of the display whilst still benefiting from the extra brightness around the edges. Dimming the center of the screen is an interesting idea though for displays that don’t support HDR, I’ll look into that \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is so good. Exactly what I needed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Might be worth it for those nights I’m in a hotel and don’t have my usual office setup! Will check it out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice. My Intel mini + old LG don\u2019t get Apple\u2019s version, so this is handy. Menu bar ring light is a smart hack. Curious how it behaves with HDR and two screens at night. If it remembers per\u2011app brightness, even better. Trying it on Sonoma later.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks nice Guilherme! Guessing how will you monetize it but I’m sure many content creators gonna check this out. Wish you all the best here!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>But I reckon that during video calls this tab has to be minimised, when you want to see your colleagues (taking into account that you have only one screen). Or?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi Nika. LightBuddy is a native app that runs in the Mac’s Menu Bar, the ring light only occupies the edges of the display, and it moves out of the way in the area where your cursor is, so you can continue to see your video call and interact with other apps as you normally would \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LJ7F3OZU4WAM2J\" class=\"app-title\">Screenhance<\/a><\/p>\n<div class=\"one-liner\">Make product screenshots look launch-ready in minutes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">149<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Screenhance\u662f\u4e00\u6b3e\u6a21\u677f\u4f18\u5148\u3001\u539f\u751f\u652f\u6301\u52a8\u6548\u7684\u622a\u56fe\u7f8e\u5316\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\uff08\u5c24\u5176\u662f\u975e\u8bbe\u8ba1\u5e08\u7684\u521b\u59cb\u4eba\u548c\u5f00\u53d1\u8005\uff09\u5728\u51e0\u5206\u949f\u5185\u5c06\u666e\u901a\u4ea7\u54c1\u622a\u56fe\u8f6c\u5316\u4e3a\u53ef\u7528\u4e8e\u843d\u5730\u9875\u3001\u6587\u6863\u3001\u6f14\u793a\u6587\u7a3f\u7684\u7cbe\u7f8e\u89c6\u89c9\u8d44\u4ea7\u6216\u77ed\u89c6\u9891\/GIF\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u65b9\u5f0f\u4f9d\u8d56\u8bbe\u8ba1\u6280\u80fd\u6216\u8017\u65f6\u8fc7\u957f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d5d653a-9da1-4567-a896-22c8c26c6348.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e90d037f-83bb-4860-bdd4-7ed6b2279141.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/85b9dd30-f09c-41b2-a665-b295bf05241b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/855ec118-fb3f-4afe-86ea-f93e42bb8f6e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5918be7c-cb65-4f07-8e7a-1b28967269fc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">Prototyping<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f\u5316\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u52a8\u6548\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8d44\u4ea7\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6f14\u793a<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u4ea7\u54c1\u89e3\u51b3\u4e86\u7528Figma\/Photoshop\u5236\u4f5c\u622a\u56fe\u8d44\u4ea7\u7684\u75db\u70b9\uff0c\u6d41\u7a0b\u76f4\u63a5\u3001\u8bbe\u8ba1\u7cbe\u826f\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u8be2\u95ee\u662f\u5426\u652f\u6301\u5e94\u7528\u5546\u5e97\u622a\u56fe\u89c4\u683c\u3001\u662f\u4ec5Web\u7248\u8fd8\u662f\u6709\u684c\u9762\u5e94\u7528\u3001\u4ee5\u53ca\u9f13\u52b1\u5176\u4ece\u4e2a\u4eba\u9700\u6c42\u51fa\u53d1\u89e3\u51b3\u666e\u904d\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Screenhance\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u62e5\u6324\u3001\u5b9e\u5219\u5b58\u5728\u6548\u7387\u7a7a\u767d\u7684\u5e02\u573a\u3002\u5176\u5ba3\u79f0\u7684\u201c\u6a21\u677f\u4f18\u5148\u201d\u548c\u201c\u52a8\u753b\u539f\u751f\u201d\u662f\u6838\u5fc3\u5dee\u5f02\u5316\u7b56\u7565\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u5728\u5c06\u4e13\u4e1a\u8bbe\u8ba1\u80fd\u529b\uff08\u5e03\u5c40\u3001\u914d\u8272\u3001\u52a8\u6548\uff09\u5c01\u88c5\u4e3a\u53ef\u6279\u91cf\u590d\u7528\u7684\u201c\u96f6\u4ef6\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u5bf9\u201c\u8bbe\u8ba1\u4ea4\u4ed8\u7269\u5de5\u4e1a\u5316\u751f\u4ea7\u6d41\u7a0b\u201d\u7684\u8f7b\u91cf\u5316\u91cd\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u654f\u9510\u5730\u7784\u51c6\u4e86\u201c\u975e\u8bbe\u8ba1\u5e08\u7684\u751f\u4ea7\u8005\u201d\u8fd9\u4e00\u7fa4\u4f53\u2014\u2014\u5f00\u53d1\u8005\u3001\u521b\u59cb\u4eba\u3001\u4ea7\u54c1\u7ecf\u7406\uff0c\u4ed6\u4eec\u9700\u8981\u4e13\u4e1a\u89c6\u89c9\u5448\u73b0\u6765\u8f85\u52a9\u6c9f\u901a\u3001\u8425\u9500\u4e0e\u878d\u8d44\uff0c\u5374\u7f3a\u4e4f\u65f6\u95f4\u6216\u6280\u80fd\u6df1\u5165\u4f7f\u7528\u4e13\u4e1a\u5de5\u5177\u3002Screenhance\u901a\u8fc7\u7ea6\u675f\u6027\u7684\u6a21\u677f\u548c\u6709\u9650\u7684\u5b9a\u5236\u9009\u9879\uff0c\u53cd\u800c\u964d\u4f4e\u4e86\u7528\u6237\u7684\u51b3\u7b56\u75b2\u52b3\uff0c\u5c06\u201c\u8bbe\u8ba1\u8fc7\u7a0b\u201d\u8f6c\u5316\u4e3a\u201c\u9009\u62e9\u4e0e\u5fae\u8c03\u201d\uff0c\u8fd9\u6bd4\u63d0\u4f9b\u65e0\u9650\u81ea\u7531\u7684\u7a7a\u767d\u753b\u5e03\u66f4\u7b26\u5408\u76ee\u6807\u7528\u6237\u7684\u5fc3\u7406\u6a21\u578b\u548c\u5b9e\u9645\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5e02\u573a\u5b58\u5728\u5927\u91cf\u529f\u80fd\u91cd\u53e0\u6216\u66f4\u6cdb\u7528\u7684\u5de5\u5177\uff08\u4eceCanva\u5230\u4e13\u4e1a\u5f55\u5c4f\u8f6f\u4ef6\uff09\uff0c\u5982\u4f55\u8ba9\u7528\u6237\u4e3a\u5782\u76f4\u573a\u666f\u4ed8\u8d39\u9700\u8981\u6781\u5f3a\u7684\u5b9a\u4f4d\u548c\u7528\u6237\u4f53\u9a8c\u3002\u5176\u6b21\uff0c\u201c\u7cbe\u7f8e\u622a\u56fe\u201d\u7684\u9700\u6c42\u9891\u7387\u662f\u5426\u8db3\u4ee5\u652f\u6491\u4e00\u4e2a\u72ec\u7acb\u5de5\u5177\u7684\u6301\u7eed\u4f7f\u7528\u548c\u4ed8\u8d39\u8f6c\u5316\uff1f\u8fd9\u6216\u8bb8\u610f\u5473\u7740\u4ea7\u54c1\u672a\u6765\u5fc5\u987b\u5411\u66f4\u5e7f\u6cdb\u7684\u201c\u89c6\u89c9\u5185\u5bb9\u5feb\u901f\u751f\u6210\u201d\uff08\u5982\u793e\u4ea4\u5a92\u4f53\u7d20\u6750\u3001\u6587\u6863\u63d2\u56fe\uff09\u62d3\u5c55\u8fb9\u754c\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u5e94\u7528\u5546\u5e97\u622a\u56fe\u201d\u7684\u8be2\u95ee\uff0c\u6070\u6070\u5370\u8bc1\u4e86\u7528\u6237\u671f\u5f85\u5b83\u89e3\u51b3\u66f4\u5177\u4f53\u3001\u66f4\u521a\u6027\u7684\u751f\u4ea7\u573a\u666f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u5c06\u5176\u5b9a\u4e49\u4e3a\u201c\u4e2a\u4eba\u75d2\u70b9\u201d\u7684\u4ea7\u7269\uff0c\u8fd9\u901a\u5e38\u662f\u4f18\u79c0\u5de5\u5177\u7684\u8d77\u70b9\uff0c\u4f46\u80fd\u5426\u6210\u957f\u4e3a\u53ef\u6301\u7eed\u7684\u4e1a\u52a1\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5c06\u8fd9\u79cd\u201c\u75d2\u70b9\u201d\u7cbe\u51c6\u5730\u8f6c\u5316\u4e3a\u4e00\u4e2a\u5177\u6709\u6e05\u6670\u4ef7\u503c\u94fe\u548c\u9632\u5fa1\u58c1\u5792\u7684\u201c\u75db\u70b9\u201d\u89e3\u51b3\u65b9\u6848\u3002\u76ee\u524d\u770b\u6765\uff0c\u4ea7\u54c1\u65b9\u5411\u6b63\u786e\uff0c\u4f46\u62a4\u57ce\u6cb3\u5c1a\u6d45\uff0c\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u6267\u884c\u7ec6\u8282\uff1a\u6a21\u677f\u5e93\u7684\u5e7f\u5ea6\u4e0e\u8d28\u91cf\u3001\u8f93\u51fa\u6548\u679c\u7684\u201c\u4e13\u4e1a\u611f\u201d\u4e0a\u9650\u3001\u4ee5\u53ca\u4e0e\u5de5\u4f5c\u6d41\uff08\u5982\u76f4\u63a5\u5d4c\u5165Notion\u3001PPT\uff09\u7684\u96c6\u6210\u6df1\u5ea6\u3002\u5728AI\u56fe\u50cf\u751f\u6210\u6280\u672f\u65e5\u76ca\u666e\u53ca\u7684\u80cc\u666f\u4e0b\uff0c\u6b64\u7c7b\u5de5\u5177\u82e5\u4e0d\u80fd\u6781\u81f4\u5316\u5176\u5782\u76f4\u573a\u666f\u7684\u4fbf\u6377\u6027\u4e0e\u8f93\u51fa\u53ef\u63a7\u6027\uff0c\u5f88\u5bb9\u6613\u88ab\u66f4\u901a\u7528\u7684AI\u80fd\u529b\u6240\u8986\u76d6\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Screenhance<\/span>\n <\/div>\n<div class=\"comment-content\">Most screenshot tools are static or require design skills. Screenhance is template-first and animation-native. Turn screenshots into polished visuals or short MP4\/GIF clips in minutes. Pick a layout, theme or transparent background, tweak colors and shadows, add subtle motion, and export. Device and browser frames included. Free tier, Week Pass, and Pro.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt, I\u2019m Sharon, and I built Screenhance!<br \/>\nI made it because screenshots are everywhere (landing pages, docs, decks, portfolios), but making them look good usually means design tools or extra time.<\/p>\n<p>With Screenhance, you can:<br \/>\n\u2192 pick a layout (single or multi screenshot)<br \/>\n\u2192 choose a background or go transparent<br \/>\n\u2192 add subtle motion if you want<br \/>\n\u2192 export clean, high-quality assets fast<\/p>\n<p>It\u2019s in beta, so I\u2019d love feedback, especially on:<\/p>\n<p>What you\u2019d use it for<br \/>\nWhat feels missing<br \/>\nAnything that breaks<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sharononyinye\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharononyinye<\/a> Love that this started as a personal itch that usually leads to the best tools.<\/p>\n<p>I can definitely see this being a go-to for founders and devs who want polished screenshots without touching Figma. Excited to see how it evolves out of beta.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It’s so great, I was expecting something simple but was my expectation was surpassed, It has nice flows and is straight to the point, with this you no longer have to wrap your head about using something like photoshop to try and create launch assets, and it has nice layouts and templates for screenshots. Congrats on the launch<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@uchenna_nwaorgu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@uchenna_nwaorgu<\/a> Thank you so much!! this was very encouraging<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on shipping! The product looks good and well designed. Will definitely utilize Screenhance for screenshots I need to add to decks\/launches. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@therealdesilva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@therealdesilva<\/a> Thank you so much! I really appreciate this<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Sharon, congrats on the beta! Making screenshots look good usually means design tools or extra time, so true. Was there a specific moment that pushed you to build this?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Thanks Van! I’ve been a designer for a few years now, and even for me, making mockups for thumbnails and social posts gets tedious. <br \/>So I can only imagine how frustrating it is for devs or founders who don’t use Figma much. <\/p>\n<p>This was a personal itch first, I wanted something I could throw screenshots into and get something polished back in a few minutes<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks polished and professional! Congratulations on the launch!<br \/>This is a competitive space today, but I’m sure your product will be able to stand up to the competition!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> thank you so much! I genuinely appreciate this<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very cool stuff <a href=\"https:\/\/www.producthunt.com\/@sharononyinye\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sharononyinye\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharononyinye<\/a>! This took me soo much time for my own projects I’ll definetly give it a shot. Does it do screenshots for the appstores too? Huge market if you ask me. <\/p>\n<\/p>\n<p>ps. keep it up, I’m rapidly closing in on the producthunt leaderboard today at #11! \ud83d\ude18<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m a sucker for a good screenshot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mogabr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mogabr<\/a> Thank you!! I hope you enjoy using Screenhance<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats one the launch <a href=\"https:\/\/www.producthunt.com\/@sharononyinye\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sharononyinye\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharononyinye<\/a> ! Is it a web-only solution or do you have a desktop app too? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/VBGVST4FGHVM2E\" class=\"app-title\">Mujo AI <\/a><\/p>\n<div class=\"one-liner\">From one photo to a complete set of product visuals and copy<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">139<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Mujo AI\u662f\u4e00\u6b3eAI\u8bbe\u8ba1\u4ee3\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u4e0a\u4f20\u5355\u5f20\u4ea7\u54c1\u7167\u7247\uff0c\u5373\u53ef\u4e3a\u7535\u5546\u5356\u5bb6\u3001\u8bbe\u8ba1\u5e08\u7b49\u7528\u6237\u81ea\u52a8\u751f\u6210\u4e00\u5957\u98ce\u683c\u7edf\u4e00\u3001\u53ef\u7f16\u8f91\u7684\u5546\u54c1\u89c6\u89c9\u56fe\u4e0e\u8425\u9500\u6587\u6848\uff0c\u89e3\u51b3\u4e86\u4e2d\u5c0f\u5546\u5bb6\u4e13\u4e1a\u8bbe\u8ba1\u6210\u672c\u9ad8\u3001\u8017\u65f6\u957f\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/36e314de-4209-43df-a5b7-e9642bbdbb48.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b75f3fd8-c42e-4e1a-8c79-f6365e693572.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3a7f0c24-d17a-4e24-b021-cdd4b0055d6d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f87a8a1-fca8-49fd-9bec-2ea9ab12b1a5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9847e042-0d5c-4c4b-833f-5e596579c097.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03442653-d2ab-4218-84e5-721279c5c468.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6325e1e0-5645-49f4-a0f9-61af0a3912d8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4aaf888-02a7-438a-842d-eb21923f042a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8c6c8aa7-a72b-41d7-97fd-93d1cbc5f65c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/d36a81a2-9d17-434e-9c56-9938680e4f05.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/92ef8blRLG8?feature=shared\"><source src=\"https:\/\/youtu.be\/92ef8blRLG8?feature=shared\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">E-Commerce<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7535\u5546\u89c6\u89c9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6587\u6848\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7d20\u6750\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u5546\u5bb6\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">AIGC\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u5546\u54c1\u4e0a\u67b6\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u964d\u672c\u589e\u6548<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u5904\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u662f\u7535\u5546\u521b\u4e1a\u8005\u7684\u5fc5\u5907\u5de5\u5177\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u671f\u5f85\u4e0e\u4e3b\u6d41\u7535\u5546\u5e73\u53f0\u7684\u96c6\u6210\u3001\u5e0c\u671b\u63d0\u4f9bAPI\u63a5\u53e3\u3001\u8ba4\u4e3a\u5f53\u524d\u64cd\u4f5c\u6d41\u7a0b\uff08\u4e94\u6b65\u5f15\u5bfc\uff09\u7565\u663e\u7e41\u7410\u9700\u4f18\u5316\uff0c\u5e76\u8be2\u95ee\u4e86\u5bf9\u521d\u59cb\u7167\u7247\u5149\u7167\u6761\u4ef6\u7684\u5904\u7406\u80fd\u529b\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Mujo AI\u5207\u5165\u7684\u662f\u4e00\u4e2a\u660e\u786e\u4e14\u75bc\u75db\u611f\u5f3a\u70c8\u7684\u5e02\u573a\uff1a\u4e2d\u5c0f\u89c4\u6a21\u7535\u5546\u7684\u89c6\u89c9\u5185\u5bb9\u751f\u4ea7\u3002\u5176\u5ba3\u79f0\u7684\u201c\u4ece\u4e00\u5f20\u7167\u7247\u5230\u4e00\u5957\u7d20\u6750\u201d\u786e\u5b9e\u76f4\u51fb\u4e86\u4f20\u7edf\u6d41\u7a0b\u6602\u8d35\u3001\u7f13\u6162\u7684\u5f0a\u7aef\u3002\u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u751f\u6210\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u57fa\u4e8e\u7535\u5546\u6700\u4f73\u5b9e\u8df5\u7684\u8f6c\u5316\u7cfb\u7edf\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u201cAI\u8bbe\u8ba1\u4ee3\u7406\u201d\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u8d85\u8d8a\u4e86\u5355\u70b9\u751f\u6210\u7684\u5de5\u5177\u8303\u7574\uff0c\u8bd5\u56fe\u626e\u6f14\u4e00\u4e2a\u5177\u5907\u7b56\u7565\u601d\u7ef4\u7684\u5408\u4f5c\u4f19\u4f34\u89d2\u8272\u3002\u5b83\u201c\u601d\u8003\u3001\u63a8\u8350\u5e76\u6784\u5efa\u201d\u7684\u6d41\u7a0b\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u7535\u5546\u89c6\u89c9\u8bbe\u8ba1\u7684\u7ecf\u9a8c\u77e5\u8bc6\uff08\u5982\u4f55\u79cd\u4ea7\u54c1\u9700\u642d\u914d\u4fe1\u606f\u56fe\u3001\u751f\u6d3b\u65b9\u5f0f\u56fe\uff09\u5c01\u88c5\u4e3a\u7b97\u6cd5\u903b\u8f91\u3002\u8fd9\u624d\u662f\u5176\u6f5c\u5728\u58c1\u5792\u6240\u5728\u2014\u2014\u5bf9\u7535\u5546\u8f6c\u5316\u903b\u8f91\u7684\u7406\u89e3\u6df1\u5ea6\uff0c\u51b3\u5b9a\u4e86\u8f93\u51fa\u7d20\u6750\u7684\u5546\u4e1a\u6548\u679c\uff0c\u800c\u975e\u4ec5\u4ec5\u7f8e\u5b66\u8d28\u91cf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u5176\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\u5df2\u4ece\u6280\u672f\u53ef\u884c\u6027\u8f6c\u5411\u4ea7\u54c1\u6210\u719f\u5ea6\u4e0e\u751f\u6001\u878d\u5408\u3002\u7528\u6237\u8be2\u95ee\u96c6\u6210\u4e0eAPI\uff0c\u8bf4\u660e\u5e02\u573a\u9700\u8981\u7684\u662f\u80fd\u5d4c\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u201c\u87ba\u4e1d\u9489\u201d\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u5b64\u7acb\u7684\u201c\u5e73\u53f0\u201d\u3002\u64cd\u4f5c\u6d41\u7a0b\u88ab\u6307\u7e41\u7410\uff0c\u5219\u63ed\u793a\u4e86\u201c\u667a\u80fd\u4ee3\u7406\u201d\u4f53\u9a8c\u8bbe\u8ba1\u7684\u901a\u75c5\uff1a\u5728\u8ffd\u6c42\u201c\u5468\u5168\u5f15\u5bfc\u201d\u4e0e\u201c\u6781\u81f4\u7b80\u6d01\u201d\u4e4b\u95f4\u96be\u4ee5\u6743\u8861\u3002\u521b\u59cb\u4eba\u56de\u590d\u4e2d\u900f\u9732\u7684\u201c\u4f18\u5316\u4e86\u5b9e\u7528\u5de5\u5177\u800c\u975e\u63d0\u793a\u8bcd\u73a9\u5177\u201d\u7684\u81ea\u6211\u8fa9\u62a4\uff0c\u6070\u6070\u70b9\u660e\u4e86\u5176\u4ea7\u54c1\u54f2\u5b66\u7684\u77db\u76fe\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u770b\uff0cMujo\u7684\u613f\u666f\u2014\u2014\u201c\u6bcf\u4e2a\u5546\u54c1\u62e5\u6709\u591a\u4e2a\u9ad8\u5ea6\u4e2a\u6027\u5316\u5217\u8868\u201d\u2014\u2014\u610f\u5473\u7740\u5b83\u5fd7\u5728\u6210\u4e3a\u52a8\u6001\u5185\u5bb9\u4f18\u5316\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u4f46\u5176\u5f53\u524d\u9636\u6bb5\uff0c\u66f4\u52a1\u5b9e\u7684\u5b9a\u4f4d\u6216\u8bb8\u662f\u6210\u4e3a\u7535\u5546\u89c6\u89c9\u751f\u4ea7\u7684\u201c\u6807\u51c6\u5316\u6d41\u6c34\u7ebf\u201d\uff0c\u5148\u4ee5\u6781\u9ad8\u7684\u6027\u4ef7\u6bd4\u89e3\u51b3\u201c\u4ece\u65e0\u5230\u6709\u201d\u7684\u95ee\u9898\u3002\u80fd\u5426\u4ece\u201c\u6709\u7528\u201d\u8d70\u5411\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u53d6\u51b3\u4e8e\u5176AI\u5bf9\u7ec6\u5206\u54c1\u7c7b\u3001\u54c1\u724c\u8c03\u6027\u53ca\u5e73\u53f0\u7b97\u6cd5\u504f\u597d\u7684\u5b66\u4e60\u8fdb\u5316\u901f\u5ea6\uff0c\u4ee5\u53ca\u5176\u751f\u6001\u8fde\u63a5\u80fd\u529b\u7684\u5f3a\u5f31\u3002\u5728AIGC\u5de5\u5177\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u805a\u7126\u5782\u76f4\u573a\u666f\u662f\u660e\u667a\u7684\uff0c\u4f46\u5782\u76f4\u9886\u57df\u7684\u6df1\u5ea6\u4e0e\u7075\u6d3b\u6027\uff0c\u5c06\u51b3\u5b9a\u5176\u5929\u82b1\u677f\u7684\u9ad8\u5ea6\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Mujo AI <\/span>\n <\/div>\n<div class=\"comment-content\">Generate ecom product images and copy in minutes. The AI design agent thinks, recommends, and builds tailored visuals and text for you. Fully editable, personalized, and ready to boost sales. It’s a conversion-focused system built around ecom best practices.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\udc4b Hey Product Hunt!<br \/>\nI\u2019m Nikolai, founder of Mujo AI.<\/p>\n<p> We built Mujo because we believe every product deserves beautiful, professional images and compelling copy, without hiring designers or learning complex tools.<\/p>\n<p>\u23f3 Before Mujo, creating a full set of visuals for a product listing was expensive, slow, and often out of reach for side-hustlers, freelancers, or small brands.<br \/>\nWe wanted to change that. Upload a photo and let Mujo, your AI design agent, analyze, guide, and instantly deliver ready-to-use designs and copy for any marketplace or e-commerce store.<\/p>\n<p>\ud83d\ude80 What\u2019s new?<br \/>\n\u2022 Mujo isn\u2019t just a single-image generator-it creates a cohesive set of product visuals (infographics, lifestyle, cutouts), adapts to your brand style, and lets you bulk-manage entire catalogues.<br \/>\n\u2022 It\u2019s not only for e-commerce sellers, we see designers, marketers, and new creators using Mujo to test ideas, win clients, and save hours.<\/p>\n<p>\ud83c\udf1f What I\u2019m most proud of:<br \/>\nMujo makes pro-level design accessible for everyone. No crazy budgets, no advanced skills.<br \/>\nWhat once cost hundreds of dollars per listing, or took days of manual design, now takes minutes and is accessible to anyone.<br \/>\nWith our Free Plan, you can test Mujo risk-free. And as you scale, the price per set of ready-made visuals drops dramatically.<\/p>\n<p>\ud83d\udd2e We believe that in the future, every product will have multiple, highly-personalized listings, making shopping more relevant for buyers, and helping every creator or seller test, iterate, and grow faster.<\/p>\n<p>\ud83d\ude4f Thanks so much for checking out Mujo AI ! We\u2019re here for your questions and feedback!<\/p>\n<p>Nikolai<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have tried Mujo before. Its really awesome tool for the ecom entrepreneurs out there. Pretty essential I’d say! Also, I admire the landing page design you guys have. Really interesting! Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@nikolai_muravev\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"nikolai_muravev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikolai_muravev<\/a> <a href=\"https:\/\/www.producthunt.com\/@marina_sysoeva\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marina_sysoeva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marina_sysoeva<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marina_sysoeva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marina_sysoeva<\/a> <a href=\"https:\/\/www.producthunt.com\/@lakshya_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lakshya_singh<\/a> <\/p>\n<p>Thanks so much! Feels a bit surreal to finally be live\u2014both exciting and a little nerve-wracking. \ud83d\ude0a<br \/>Really appreciate you trying Mujo early and the kind words about the landing page.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>“Lovable for Product Listings”, if I may \ud83d\ude0a\ud83d\ude80<br \/>Haven’t seen this exact idea before!<br \/>Congratulations on your launch and I’m sure it’ll go amazing!<br \/>Are there integrations with existing e-commerce platforms? How does export\/import work?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Really appreciate it. thank you!<br \/>Integrations yes. first connectors are already built and in testing with a few major platforms. We expect the first wave to roll out in the next couple of weeks. (Our users\u2026 ahem\u2026 strongly \u201cencouraged\u201d us to raise the priority on this ))<\/p>\n<p>Export\/Import today its one-click download. <\/p>\n<ul>\n<li>\n<p>download all images,<\/p>\n<\/li>\n<li>\n<p>copy titles, bullets, and descriptions as CSV,<\/p>\n<\/li>\n<li>\n<p>Zip (images+copy)<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I really love your presentation, everything is very clear. It seems like the product works this simply too. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> <\/p>\n<p>Clarity was the north star . upload one product photo \u2192 get a full set of marketplace-ready visuals + copy. Many thanks<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It\u2019s a great feature\u2014do you offer an API for it?<br \/>I gave it a quick try, and there\u2019s a bit too much to fill in; I\u2019m hoping it can be made more intelligent and streamlined.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@stellawwwwwww\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"stellawwwwwww\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stellawwwwwww<\/a> <\/p>\n<p>Thanks for the thoughtful take. API is in the works and we\u2019re close:) happy to add you to early access and send docs as soon as it opens.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@stellawwwwwww\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stellawwwwwww<\/a> <\/p>\n<p>On the flow, you\u2019re right: we optimized for a real working tool with agent guidance rather than a \u201cprompt toy,\u201d which made the five-step quiz feel a bit dense. We\u2019ve been heads-down on this for a long time, so our eyes are probably a bit too close to it. If you can share which step felt most confusing, please please please tell us here. I can also add extra credits so you can try the streamlined flow\ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Mujo AI looks amazing! That one-photo-to-complete-set feature is a game changer. How does it handle different product lighting in the initial photo?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GA3ND6C7QDGYUT\" class=\"app-title\">Brill<\/a><\/p>\n<div class=\"one-liner\">Language at your fingertips<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">137<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Brill\u662f\u4e00\u6b3e\u901a\u8fc7\u4e3b\u5c4f\u5e55\u548c\u9501\u5c4f\u5c0f\u7ec4\u4ef6\u63d0\u4f9b\u9ad8\u9891\u8bcd\u6c47\u66dd\u5149\u7684\u8bed\u8a00\u5b66\u4e60\u5e94\u7528\uff0c\u5728\u7528\u6237\u65e5\u5e38\u788e\u7247\u5316\u4f7f\u7528\u624b\u673a\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u8bed\u8a00\u5b66\u4e60\u9700\u8981\u4e13\u95e8\u6295\u5165\u65f6\u95f4\u548c\u7cbe\u529b\u3001\u96be\u4ee5\u575a\u6301\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/52385293-60e0-4840-a9ec-93dda233643d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/773e245d-d3a2-40b9-98cb-bf1426193f3e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3437de78-9f4f-483f-aa00-8e5f71990eac.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/742e5975-422c-4d6d-9e3a-263ba80203d8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/debac75b-8fbe-4244-8a65-7678ce3c18ca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03661baf-853f-4567-831c-9b340d534ba3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Education<\/span><br \/>\n <span class=\"tag\">Languages<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u8bcd\u6c47\u79ef\u7d2f<\/span><br \/>\n <span class=\"tag\">\u5fae\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u5c0f\u7ec4\u4ef6\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u88ab\u52a8\u66dd\u5149<\/span><br \/>\n <span class=\"tag\">\u4e3b\u52a8\u56de\u5fc6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8bcd\u5e93<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u65e0\u611f\u5b66\u4e60\u201d\u7406\u5ff5\u548c\u5c0f\u7ec4\u4ef6\u8bbe\u8ba1\u7684\u4fbf\u6377\u6027\uff0c\u5bf9\u6a21\u7cca\u7ffb\u8bd1\u548c\u81ea\u5b9a\u4e49\u8bcd\u6c47\u529f\u80fd\u8868\u793a\u80af\u5b9a\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5e0c\u671b\u589e\u52a0\u66f4\u79d1\u5b66\u7684\u95f4\u9694\u91cd\u590d\u7b97\u6cd5\u3001\u597d\u5947\u5bf9\u5b57\u7b26\u578b\u8bed\u8a00\uff08\u5982\u65e5\u8bed\uff09\u7684\u9002\u914d\u7ec6\u8282\u3001\u8be2\u95ee\u4e0e\u5176\u4ed6\u5b66\u4e60\u5e94\u7528\u7684\u540c\u6b65\u53ef\u80fd\u6027\uff0c\u4ee5\u53ca\u5173\u6ce8\u8bcd\u6c47\u5206\u7ea7\u4e0e\u7528\u6237\u6c34\u5e73\u7684\u5339\u914d\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Brill\u7684\u4ea7\u54c1\u54f2\u5b66\u662f\u53cd\u201c\u523b\u610f\u7ec3\u4e60\u201d\u7684\uff0c\u5b83\u8bd5\u56fe\u5c06\u5b66\u4e60\u884c\u4e3a\u4ece\u201c\u4efb\u52a1\u201d\u964d\u7ef4\u6210\u201c\u73af\u5883\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u6559\u5b66\u6548\u7387\u2014\u2014\u5b83\u4e0d\u63d0\u4f9b\u7cfb\u7edf\u6027\u7684\u8bed\u6cd5\u6216\u542c\u8bf4\u8bad\u7ec3\u2014\u2014\u800c\u5728\u4e8e\u4ee5\u8fd1\u4e4e\u96f6\u6210\u672c\u7684\u65b9\u5f0f\uff0c\u7ef4\u7cfb\u7528\u6237\u4e0e\u76ee\u6807\u8bed\u8a00\u4e4b\u95f4\u6700\u8106\u5f31\u7684\u8fde\u63a5\uff1a\u6301\u7eed\u63a5\u89e6\u3002\u901a\u8fc7\u5360\u636e\u9501\u5c4f\u548c\u4e3b\u5c4f\u8fd9\u4e24\u4e2a\u6570\u5b57\u6ce8\u610f\u529b\u5fc5\u4e89\u4e4b\u5730\uff0c\u5b83\u5c06\u8bcd\u6c47\u66dd\u5149\u8f6c\u5316\u4e3a\u4e00\u79cd\u88ab\u52a8\u63a5\u6536\u7684\u4fe1\u606f\u6d41\uff0c\u5de7\u5999\u5229\u7528\u4e86\u201c\u5355\u7eaf\u66dd\u5149\u6548\u5e94\u201d\u8fd9\u4e00\u5fc3\u7406\u5b66\u539f\u7406\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u7684\u6df1\u5c42\u77db\u76fe\u4e5f\u968f\u4e4b\u6d6e\u73b0\u3002\u9996\u5148\uff0c\u5176\u6548\u679c\u9ad8\u5ea6\u4f9d\u8d56\u7528\u6237\u7684\u81ea\u4e3b\u7b5b\u9009\u4e0e\u5b9a\u5236\u80fd\u529b\uff0c\u5bf9\u4e8e\u521d\u5b66\u8005\u800c\u8a00\uff0c\u4ece\u6d77\u91cf\u8bcd\u6c47\u4e2d\u7504\u9009\u201c\u6709\u7528\u201d\u8bcd\u6c47\u672c\u8eab\u5373\u6210\u95e8\u69db\uff0c\u6240\u8c13\u7684\u201c\u4e2a\u6027\u5316\u201d\u53ef\u80fd\u524d\u7f6e\u4e86\u8ba4\u77e5\u8d1f\u8377\u3002\u5176\u6b21\uff0c\u201c\u66dd\u5149\u201d\u4e0e\u201c\u638c\u63e1\u201d\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u9e3f\u6c9f\uff0c\u7f3a\u4e4f\u4e3b\u52a8\u751f\u6210\u3001\u8bed\u5883\u8fd0\u7528\u548c\u7cbe\u51c6\u7ea0\u9519\u673a\u5236\uff0c\u5bb9\u6613\u9677\u5165\u201c\u4f3c\u66fe\u76f8\u8bc6\u201d\u7684\u8ba4\u77e5\u5e7b\u89c9\uff0c\u5176\u5b66\u4e60\u6df1\u5ea6\u5b58\u7591\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u95f4\u9694\u91cd\u590d\u548c\u8fdb\u5ea6\u8ddf\u8e2a\u7684\u63d0\u95ee\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u5176\u4f5c\u4e3a\u5b66\u4e60\u5de5\u5177\u5728\u65b9\u6cd5\u8bba\u4e0a\u7684\u8584\u5f31\u73af\u8282\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cBrill\u66f4\u50cf\u4e00\u4e2a\u201c\u8bed\u8a00\u5b66\u4e60\u8f85\u52a9\u73af\u5883\u201d\u6216\u201c\u8bb0\u5fc6\u7ef4\u6301\u5de5\u5177\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5b8c\u6574\u7684\u6559\u5b66\u65b9\u6848\u3002\u5b83\u7684\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u7528\u6237\u662f\u5426\u5df2\u5177\u5907\u4e00\u4e2a\u4e3b\u52a8\u7684\u8bed\u8a00\u5b66\u4e60\u4f53\u7cfb\uff08\u5982\u8bfe\u5802\u3001\u5176\u4ed6App\uff09\uff0c\u800c\u5b83\u81ea\u8eab\u5219\u626e\u6f14\u4e86\u586b\u8865\u788e\u7247\u65f6\u95f4\u3001\u9632\u6b62\u8bcd\u6c47\u9057\u5fd8\u7684\u201c\u7c98\u5408\u5242\u201d\u89d2\u8272\u3002\u5176\u5546\u4e1a\u524d\u666f\u6216\u8bb8\u4e0d\u5728\u4e8e\u98a0\u8986\u4e3b\u6d41\u5b66\u4e60\u5e94\u7528\uff0c\u800c\u5728\u4e8e\u6210\u4e3a\u5b83\u4eec\u7684\u8f7b\u91cf\u7ea7\u4e92\u8865\u54c1\uff0c\u6216\u8005\u670d\u52a1\u4e8e\u90a3\u4e9b\u4ec5\u60f3\u7ef4\u6301\u8bed\u611f\u3001\u4e0d\u8ffd\u6c42\u7cbe\u901a\u7684\u4e2d\u8f7b\u5ea6\u5b66\u4e60\u8005\u3002\u4ea7\u54c1\u4e0b\u4e00\u6b65\u7684\u5173\u952e\uff0c\u662f\u5982\u4f55\u5728\u4fdd\u6301\u201c\u65e0\u538b\u201d\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u5f15\u5165\u66f4\u7cbe\u7ec6\u7684\u8bb0\u5fc6\u79d1\u5b66\u6a21\u578b\uff0c\u5c06\u968f\u673a\u7684\u201c\u66dd\u5149\u201d\u5347\u7ea7\u4e3a\u667a\u80fd\u7684\u201c\u5e72\u9884\u201d\uff0c\u5426\u5219\u53ef\u80fd\u6c38\u8fdc\u505c\u7559\u5728\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u5c42\u9762\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Brill<\/span>\n <\/div>\n<div class=\"comment-content\">Brill is a vocabulary-first language learning app built for real life. It doesn\u2019t teach through lessons or exercises. Instead, Brill helps you build vocabulary through repeated exposure \u2014 on your Home Screen and Lock Screen. It supports 15 languages and focuses on useful, real-world words. Customize what you see, add your own vocabulary, filter by topic, and blur translations for active recall. Lightweight and distraction-free, Brill turns everyday phone glances into steady language progress.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! <\/p>\n<p>I originally built Brill almost 4 years ago as a small side project because I wanted a simpler way to stay exposed to vocabulary every day. Over time, I kept coming back to it \u2014 and recently decided to fully relaunch it with a lot more polish and features. <\/p>\n<p>Brill focuses on repeated exposure through Home screen and Lock screen widgets. You can choose light, dark, or clear widget styles, control how often words refresh, tap to cycle words instantly, and blur translations to test recall. You can also add your own custom vocabulary, filter words by tags or topics, and tailor everything to what you actually want to learn.<\/p>\n<p>Some of these features are part of Brill Pro, but the free plan is more than enough to get started and learn from all 15 supported languages: Japanese, Korean, Cantonese, Mandarin, Hokkien, Filipino, French, German, Italian, Malay, Portuguese, Spanish, Swedish, Danish, and Dutch.<\/p>\n<p>Would love to hear your thoughts \u2014 what\u2019s working, what could be better, or what you\u2019d want to see next. I\u2019ve also got a Discord for anyone who wants to help shape where the app goes: <a href=\"https:\/\/discord.gg\/E5VcWyBR6j\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/discord.gg\/E5VcWyBR6j<\/a><\/p>\n<p>Learn more on the website: <a href=\"https:\/\/www.brillapp.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.brillapp.com\/<\/a><br \/>\nDownload the app: <a href=\"https:\/\/apps.apple.com\/us\/app\/brill-app\/id1597979986\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/br…<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@addisonschultz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@addisonschultz<\/a> Love the philosophy behind this exposure over effort. The ability to blur translations + add personal vocab feels like a great balance between passive learning and active recall. Excited to see how Brill evolves from here.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this, such a great way to learn without noticing<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a brilliant app! You end up picking up a language almost without trying. I find this especially useful when you\u2019re in a foreign country – seeing the same words pop up everywhere really helps them stick.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@raveena_prabakaran\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raveena_prabakaran<\/a> Glad you\u2019re finding it useful! What language are you learning?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What I like about this app is that users can add their own vocabulary that fits their background. This makes users more proactive and engaged, which could potentially lead to faster language learning.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thanks for the feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your re-launch. Are you planning to add more functionality? Or sync it in any way with existing language learning apps? I mean, how does it know which word to show, how does it track your progress?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Great question – I want to look into adding better spaced repetition methods to the widget. But right now, you\u2019re able to toggle on\/off words in a given language (or add new ones!) to tailor the words you need to learn\/already know \ud83d\udc4d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Brill looks amazing! Love the idea of learning vocab right on my home screen. Super curious, how does the blurring feature work with different character-based languages like Japanese?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ll definitely give this a spin over the holidays! <\/p>\n<p>Best of luck this launch, I’m following closely behind on #11 so let’s both make that top 10 today \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The widget part is awesome! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/brill\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"brill\" target=\"_blank\" rel=\"noopener\">@Brill<\/a> Love the micro-learning approach through daily passive exposure on lock\/home screen. behavioral psychology done right. Question: how do you balance vocabulary relevance (teaching words actually used) with the complexity of different proficiency levels across 15 languages? What’s your retention\/daily active rate looking like?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Lock screen drip feed is my pace. Feels like something I\u2019ll actually use between texts. Top 1000 is a solid start. The blur recall trick sounds nice. I\u2019ll add my own words and try it with German on coffee breaks.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Thanks for checking it out! Appreciate you stopping by, let me know if you have any feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/2OGLFGBWDK4IVJ\" class=\"app-title\">Sliq<\/a><\/p>\n<div class=\"one-liner\">Automated data cleaning, in minutes, not hours or days.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">121<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u9a71\u52a8\u7684\u81ea\u52a8\u5316\u6570\u636e\u6e05\u6d17\u5de5\u5177\uff0c\u4e3a\u6570\u636e\u5de5\u7a0b\u5e08\u548c\u5206\u6790\u5e08\u89e3\u51b3\u6570\u636e\u9884\u5904\u7406\u8017\u65f6\u8fc7\u957f\uff08\u901a\u5e38\u536070-80%\u65f6\u95f4\uff09\u7684\u75db\u70b9\uff0c\u80fd\u5728\u6570\u5206\u949f\u5185\u5c06\u539f\u59cb\u6742\u4e71\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u4f9b\u5206\u6790\u4f7f\u7528\u7684\u6570\u636e\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/050b982c-a9db-480b-bad3-df8128934974.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/751cb25d-da60-41ce-b1cc-119fe1cb9e15.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data & Analytics<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u636e\u6e05\u6d17<\/span><br \/>\n <span class=\"tag\">AI\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9884\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u79d1\u5b66<\/span><br \/>\n <span class=\"tag\">\u673a\u5668\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u6570\u636e\u6e05\u6d17\u81ea\u52a8\u5316\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u201c\u5c0a\u91cd\u65f6\u95f4\u201d\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u5982\u4f55\u5904\u7406\u975e\u7ed3\u6784\u5316\u6570\u636e\u3001\u80fd\u5426\u96c6\u6210\u5230\u73b0\u6709\u6570\u636e\u7ba1\u9053\u3001\u4ee5\u53ca\u5bf9\u81ea\u52a8\u4fee\u6b63\u7ed3\u679c\u7684\u7f6e\u4fe1\u5ea6\u4e0e\u5ba1\u6838\u673a\u5236\u7684\u9700\u6c42\u3002\u521b\u59cb\u4eba\u56de\u590d\u786e\u8ba4\u652f\u6301\u901a\u8fc7Python\u5e93\u96c6\u6210\u548c\u7528\u6237\u6307\u4ee4\u63d0\u4f9b\u989d\u5916\u4e0a\u4e0b\u6587\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Sliq\u5207\u5165\u7684\u662f\u6570\u636e\u79d1\u5b66\u5de5\u4f5c\u6d41\u4e2d\u516c\u8ba4\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u2014\u2014\u6570\u636e\u6e05\u6d17\u3002\u5176\u5ba3\u79f0\u7684\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u201d\u662f\u6838\u5fc3\u5356\u70b9\uff0c\u4e5f\u662f\u6700\u5927\u6311\u6218\u3002\u5b83\u8bd5\u56fe\u8d85\u8d8a\u57fa\u4e8e\u56fa\u5b9a\u89c4\u5219\u7684\u811a\u672c\uff0c\u901a\u8fc7\u7406\u89e3\u6570\u636e\u8bed\u4e49\uff08\u5982\u91d1\u878d\u3001\u533b\u7597\u9886\u57df\uff09\u8fdb\u884c\u667a\u80fd\u6e05\u6d17\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u7528\u5927\u6a21\u578b\u80fd\u529b\u89e3\u51b3\u4e00\u4e2a\u9ad8\u5ea6\u4e13\u4e1a\u5316\u3001\u4f9d\u8d56\u9886\u57df\u77e5\u8bc6\u7684\u4efb\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ef7\u503c\u4e0d\u5728\u4e8e\u6982\u5ff5\u65b0\u9896\uff08\u81ea\u52a8\u5316\u6570\u636e\u6e05\u6d17\u5e76\u975e\u65b0\u4e8b\u7269\uff09\uff0c\u800c\u5728\u4e8e\u5176\u5b9e\u73b0\u7684\u201c\u6cdb\u5316\u667a\u80fd\u201d\u7a0b\u5ea6\u3002\u5982\u679c\u5176AI\u771f\u80fd\u51c6\u786e\u7406\u89e3\u591a\u9886\u57df\u6570\u636e\u7684\u4e1a\u52a1\u903b\u8f91\u5e76\u505a\u51fa\u53ef\u9760\u4fee\u6b63\uff0c\u90a3\u5b83\u5c06\u628a\u6570\u636e\u79d1\u5b66\u5bb6\u4ece\u7e41\u91cd\u7684\u3001\u91cd\u590d\u6027\u7684\u6570\u636e\u89c4\u6574\u4e2d\u90e8\u5206\u89e3\u653e\u51fa\u6765\uff0c\u63d0\u5347\u7684\u662f\u6574\u4e2a\u5206\u6790\u6d41\u7a0b\u7684\u539f\u59cb\u6548\u7387\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u662f\u98ce\u9669\u6240\u5728\uff1a\u5bf9\u4e8e\u590d\u6742\u3001\u4e13\u4e1a\u6216\u654f\u611f\u6570\u636e\uff0cAI\u7684\u201c\u7406\u89e3\u201d\u662f\u5426\u8db3\u591f\u53ef\u9760\uff1f\u4e00\u4e2a\u9519\u8bef\u7684\u201c\u81ea\u52a8\u5316\u4fee\u6b63\u201d\u53ef\u80fd\u5bfc\u81f4\u5206\u6790\u7ed3\u8bba\u5357\u8f95\u5317\u8f99\u3002\u5f53\u524d\u9636\u6bb5\uff0c\u5b83\u66f4\u53ef\u80fd\u80dc\u4efb\u7684\u662f\u683c\u5f0f\u7edf\u4e00\u3001\u660e\u663e\u7f3a\u5931\u503c\u5904\u7406\u7b49\u4e2d\u4f4e\u98ce\u9669\u4efb\u52a1\uff0c\u5145\u5f53\u4e00\u540d\u9ad8\u6548\u7684\u201c\u521d\u7ea7\u6570\u636e\u52a9\u7406\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u7684\u5173\u6ce8\u70b9\u5df2\u4ece\u201c\u662f\u5426\u81ea\u52a8\u5316\u201d\u6df1\u5165\u5230\u201c\u5982\u4f55\u63a7\u5236\u81ea\u52a8\u5316\u201d\uff08\u5982\u63d0\u4f9b\u6307\u4ee4\u3001\u5ba1\u6838\u673a\u5236\uff09\uff0c\u8fd9\u63ed\u793a\u4e86\u5e02\u573a\u5bf9AI\u5de5\u5177\u7684\u771f\u5b9e\u671f\u5f85\uff1a\u4e0d\u662f\u9ed1\u7bb1\u9b54\u6cd5\uff0c\u800c\u662f\u53ef\u63a7\u3001\u53ef\u89e3\u91ca\u7684\u589e\u5f3a\u667a\u80fd\u3002Sliq\u63d0\u4f9bPython API\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u8fd9\u4f7f\u5176\u80fd\u5d4c\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u53c8\u4e00\u4e2a\u5b64\u7acb\u7684SaaS\u754c\u9762\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u201c\u5168\u81ea\u52a8\u201d\u7684\u8bf1\u60d1\u4e0e\u201c\u53ef\u63a7\u5236\u201d\u7684\u52a1\u5b9e\u9700\u6c42\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u5e76\u5efa\u7acb\u8d77\u7528\u6237\u5bf9\u5176AI\u5224\u65ad\u529b\u7684\u4fe1\u4efb\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u5728\u5f7b\u5e95\u624b\u52a8\u6e05\u6d17\u4e0e\u7f16\u5199\u5b9a\u5236\u811a\u672c\u4e4b\u95f4\u7684\u53c8\u4e00\u4e2a\u8fc7\u6e21\u6027\u5c1d\u8bd5\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Sliq<\/span>\n <\/div>\n<div class=\"comment-content\">Fast and accurate AI data cleaning for engineers and analysts. Sliq auto-fixes formats, missing values, and schema issues. Get analysis-ready data, in minutes \u2014 not hours or days.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hi Product Hunt! \ud83d\udc4b<\/strong><\/p>\n<p>I\u2019m Daniel, the founder of Sliq!<\/p>\n<\/p>\n<p>What if Your Data <strong>Cleaned Itself<\/strong>?<\/p>\n<p>This is the question we asked.<\/p>\n<p>Our answer: <strong>Sliq<\/strong>.<\/p>\n<\/p>\n<p><strong>The Problem: The “Janitor Work” of Data Science<\/strong><\/p>\n<p>If you work with data, you know the painful reality: Data Analysts and Scientists often spend <strong>70-80% of their time<\/strong> just cleaning data.<\/p>\n<p>Instead of training models, testing hypotheses, or uncovering the narrative hidden in the numbers, we are stuck fixing date formats, hunting down typos, and patching missing values.<\/p>\n<p>It\u2019s the “janitor work” of data science – it kills our momentum, and everyone hates it.<\/p>\n<\/p>\n<p><strong>The Solution: Data cleaning that understands context<\/strong><\/p>\n<p>Sliq is an AI-powered tool that automates this process.<\/p>\n<p>Unlike standard cleaning scripts that just apply rigid rules, <strong>Sliq understands the context and the domain of your data.<\/strong><\/p>\n<p>When you upload a dataset, Sliq analyzes the semantic context (whether it’s financial records, e-commerce logs, or medical data) to understand what the data <em>should<\/em> look like.<\/p>\n<p>It diagnoses the specific quality issues and builds a <strong>tailor-made cleaning plan<\/strong> specifically for your dataset.<\/p>\n<\/p>\n<p><strong>Why Sliq?<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Context-Aware:<\/strong> It detects errors based on the context and the domain of the data, not just rigid rules.<\/p>\n<\/li>\n<li>\n<p><strong>Tailored Pipelines:<\/strong> No generic fixes. It builds a cleaning plan tailored for <em>your<\/em> specific dataset.<\/p>\n<\/li>\n<li>\n<p><strong>Speed:<\/strong> Go from messy raw CSV to analysis-ready data in minutes, not hours or days.<\/p>\n<\/li>\n<\/ul>\n<p><strong>We are in Beta!<\/strong><\/p>\n<p>We are launching the website in Public Beta today, and it is <strong>completely FREE<\/strong> to try right now. More advanced features and higher cleaning limits are coming in the full version soon.<\/p>\n<\/p>\n<p>I\u2019d love for you to try it at <a href=\"https:\/\/sliqdata.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/sliqdata.com<\/a>.<\/p>\n<p>We need your feedback to make the AI even smarter!<\/p>\n<p>I\u2019ll be here all day answering questions.<\/p>\n<\/p>\n<p>Cheers, Daniel<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_d7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_d7<\/a>Love how Sliq focuses on making data usable without forcing teams into complex pipelines or constant back-and-forth between tools.<br \/>Feels especially valuable for teams that want faster decisions without heavy setup overhead.<br \/>Congrats on the launch!! excited to see how teams adopt this in real workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your launch. This kind of automation actually respects my time. Data work feels less exhausting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nitesh_kumar98\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nitesh_kumar98<\/a> Hi Nitesh,<br \/>Thanks for checking out Sliq!<br \/>Time is the reason we created Sliq.<br \/>Data Analysts and Data Scientists jokingly say that data cleaning takes up to 80% of their time, so we decided to fix it and free their time to do something more impactful, like finding actual business insights in the data.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch!<br \/>This is indeed a very complex task, data cleaning. From my experience it requires a lot of domain expertise. Are there any ways to give additional context to “cleaning gnomes”?<br \/>Also, are there any ways to set this up as a part of pipeline? I would imagine “one off” cleaning jobs would be rare.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hi Anton!<br \/>Thanks for checking out Sliq.<br \/>The answer to your questions is <strong>yes<\/strong> and <strong>yes!<\/strong><\/p>\n<p>Question 1: <strong>Are there any ways to give additional context to “cleaning gnomes”<\/strong><\/p>\n<p>Answer 1: On the “Start Cleaning” page, located at the bottom of the page, you will find a “<strong>User Instructions<\/strong>” field.<br \/>There, you can add instructions to steer the cleaning gnomes in the right direction.<br \/>If you want to give them more context about the dataset or the field, you can use the <strong>Dataset description, Dataset purpose, <\/strong>and the <strong>Column Guide <\/strong>fields.<\/p>\n<\/p>\n<p>Question 2: <strong>Are there any ways to set this up as a part of the pipeline?<\/strong><br \/>Answer 2: Yes, you can use our Python library. Download it using:<\/p>\n<pre><code>pip install sliq<\/code><\/pre>\n<p>The code to use this library is very simple. Scroll to the bottom of the landing page, and you can see examples of code for all the file types and datasets we support.<\/p>\n<\/p>\n<p>If you need any other file types or integration that we currently don’t support, write to me, and I’ll do my best.<\/p>\n<\/p>\n<p>To use the library, you first need to get your API key.<br \/>You can find it in the account page of the dashboard.<\/p>\n<p>To get registered for free, sign up <a href=\"https:\/\/sliqdata.com\/auth\/signup\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">here<\/a><\/p>\n<\/p>\n<p>Happy Cleaning!<br \/>Daniel.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@daniel_d7\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"daniel_d7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_d7<\/a> congrats on the launch!<\/p>\n<\/p>\n<p>How does Sliq handle messy or unstructured datasets?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>@byalexai <br \/>Hey Aleksandar<\/p>\n<p>Thanks a lot for your support!!!<\/p>\n<p>You asked a great question.<\/p>\n<p>When it comes to messy or unstructured data, Sliq doesn\u2019t apply one generic set of rules. Instead, it looks at the context of each dataset, things like column meanings, value patterns, relationships between fields, and obvious inconsistencies, and then builds a tailor-made cleaning plan specifically for that dataset.<\/p>\n<p>So rather than forcing your data to fit a predefined template, it adapts the cleaning steps to what the data is actually trying to represent. That\u2019s what lets it handle real-world messiness instead of just \u201ctextbook\u201d datasets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looking forward to see the results, wishing you good luck after the extensive preparation! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thanks, Nika!<br \/>You know it like no other how much I worked towards this launch, and I can say that people are already using it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>love this. data cleaning is one of those things everyone hates but has to do every single day. would be amazing to see things like confidence levels on auto-fixes or a quick \u201creview and approve\u201d mode. congrats on the launch and best of luck today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> Hi Samet,<\/p>\n<p>Thanks for the comment.<\/p>\n<p>Indeed, data cleaning is a big problem we all face, and it takes so so much valuable time.<\/p>\n<p>This is why we build Sliq.<\/p>\n<p>About the things you’ve suggested, I will add them to the to-do list.<\/p>\n<p>I would love to talk to you and see what other things and features can be helpful when doing data cleaning.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Sliq looks amazing! Auto-fixing formats is a game changer. How does it handle inconsistencies in categorical data like state abbreviations, is there a fuzzy matching component?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/74UC3INU7MB3NG\" class=\"app-title\">Voice Mate – AI powered Voicemail<\/a><\/p>\n<div class=\"one-liner\">Missed calls answered, summarized, and delivered instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">119<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Voice Mate\u662f\u4e00\u6b3eAI\u8bed\u97f3\u90ae\u4ef6\u52a9\u624b\uff0c\u80fd\u5728\u7528\u6237\u6f0f\u63a5\u6765\u7535\u65f6\u81ea\u52a8\u63a5\u542c\u3001\u603b\u7ed3\u901a\u8bdd\u8981\u70b9\u5e76\u5373\u65f6\u63a8\u9001\u6458\u8981\uff0c\u6709\u6548\u89e3\u51b3\u4e86\u5546\u52a1\u4eba\u58eb\u53ca\u5fd9\u788c\u4e2a\u4f53\u5728\u7535\u8bdd\u6c9f\u901a\u4e2d\u6613\u9057\u6f0f\u5173\u952e\u4fe1\u606f\u3001\u9677\u5165\u53cd\u590d\u7535\u8bdd\u8ffd\u9003\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/42533e66-1500-4015-b74e-fa401f6ecf43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19c7bf5c-61c4-49f4-bcba-99790a465335.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4574446-644f-4357-b458-47e50e11e41d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8e7f1179-56d3-4615-a56a-8d0ed336b66e.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9e3942f-8f1b-4f04-9d7d-5de8e8ceda4a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b871d10c-a2d5-4f00-a3bc-2295dd79dbea.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/e1148f2b-673f-4a64-a04d-1b9c176983b8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=J033aSkNPQA\"><source src=\"https:\/\/www.youtube.com\/watch?v=J033aSkNPQA\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span><br \/>\n <span class=\"tag\">Cell Phone<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bed\u97f3\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u8bed\u97f3\u90ae\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6765\u7535\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u901a\u8bdd\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u514d\u6253\u6270\u901a\u4fe1<\/span><br \/>\n <span class=\"tag\">\u65e5\u7a0b\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86\u65e5\u5e38\u75db\u70b9\uff0c\u662f\u201c\u8bbe\u7f6e\u5373\u5fd8\u8bb0\u201d\u7684\u52a9\u624b\u3002\u6709\u6548\u53cd\u9988\u5305\u62ec\uff1a\u8d5e\u8d4f\u5176\u51cf\u8f7b\u5fc3\u667a\u8d1f\u62c5\uff1b\u8be2\u95ee\u662f\u5426\u53ef\u4ec5\u4fdd\u7559\u6587\u5b57\u8f6c\u5f55\u4ee5\u8282\u7701\u5b58\u50a8\u7a7a\u95f4\uff08\u5f00\u53d1\u8005\u56de\u5e94\u97f3\u9891\u72ec\u7acb\u5b58\u50a8\uff0c\u4e0d\u5360\u7528\u6237\u624b\u673a\u7a7a\u95f4\uff09\uff1b\u53e6\u6709\u521b\u59cb\u4eba\u4e3b\u52a8\u63d0\u53ca\u6280\u672f\u6808\u5e76\u5bfb\u6c42\u4e0e\u540c\u7c7b\u4ea7\u54c1\u4ea4\u6d41\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Voice Mate\u7684\u672c\u8d28\uff0c\u662f\u5c06\u975e\u540c\u6b65\u8bed\u97f3\u901a\u4fe1\u8fdb\u884c\u7ed3\u6784\u5316\u5904\u7406\u7684\u201c\u6536\u4ef6\u7bb1\u201d\u9769\u547d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u70ab\u6280\u7684AI\uff0c\u800c\u5728\u4e8e\u5145\u5f53\u4e86\u4e00\u4e2a\u667a\u80fd\u7f13\u51b2\u533a\u4e0e\u8fc7\u6ee4\u5668\uff0c\u5c06\u6df7\u4e71\u3001\u8017\u65f6\u4e14\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u8bdd\u4e92\u52a8\uff0c\u8f6c\u5316\u4e3a\u53ef\u5feb\u901f\u626b\u63cf\u3001\u5f52\u6863\u548c\u884c\u52a8\u7684\u7ed3\u6784\u5316\u6587\u672c\u3002\u8fd9\u76f4\u6307\u73b0\u4ee3\u901a\u4fe1\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u7535\u8bdd\u7684\u5f3a\u4fb5\u5165\u6027\u4e0e\u4fe1\u606f\u4f20\u9012\u7684\u4f4e\u6548\u7387\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u5c06\u65e5\u5386\u6574\u5408\u4e3a\u884c\u52a8\u51fa\u53e3\uff0c\u8ba9\u201c\u56de\u7535\u8bf7\u6c42\u201d\u76f4\u63a5\u8fdb\u5165\u65e5\u7a0b\u8868\uff0c\u8bd5\u56fe\u5f62\u6210\u4ece\u4fe1\u606f\u63a5\u6536\u5230\u4efb\u52a1\u521b\u5efa\u7684\u95ed\u73af\u3002\u7136\u800c\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u5176\u5f53\u524d\u7684\u5929\u82b1\u677f\u4e0e\u6f5c\u5728\u98ce\u9669\uff1a\u5b83\u5904\u7406\u7684\u662f\u201c\u5df2\u77e5\u6765\u7535\u201d\u7684\u6f0f\u63a5\u573a\u666f\uff0c\u5bf9\u4e8e\u5b8c\u5168\u964c\u751f\u7684\u63a8\u9500\u6216\u9a9a\u6270\u7535\u8bdd\uff0c\u5176\u6458\u8981\u4ef7\u503c\u6709\u9650\uff1b\u66f4\u6df1\u5c42\u5730\uff0c\u5b83\u5c06\u4eba\u7c7b\u8bed\u97f3\u4e2d\u4e30\u5bcc\u7684\u60c5\u7eea\u3001\u8bed\u8c03\u7b49\u975e\u6587\u672c\u4fe1\u606f\u5f7b\u5e95\u5265\u79bb\uff0c\u8fd9\u79cd\u9ad8\u5ea6\u538b\u7f29\u7684\u201c\u5e72\u8d27\u201d\u5728\u907f\u514d\u4fe1\u606f\u8fc7\u8f7d\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u4e22\u5931\u5173\u952e\u7684\u4e1a\u52a1\u7ebf\u7d22\u6216\u4eba\u60c5\u5473\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5bf9\u5176\u201c\u51cf\u8f7b\u5fc3\u667a\u8d1f\u62c5\u201d\u7684\u611f\u77e5\u6700\u4e3a\u5f3a\u70c8\uff0c\u8fd9\u5370\u8bc1\u4e86\u4ea7\u54c1\u5728\u201c\u8ba4\u77e5\u5378\u8f7d\u201d\u4e0a\u7684\u6210\u529f\u3002\u4f46\u5f00\u53d1\u8005\u5173\u4e8e\u97f3\u9891\u72ec\u7acb\u5b58\u50a8\u7684\u56de\u5e94\uff0c\u4e5f\u6697\u793a\u4e86\u7528\u6237\u5bf9\u9690\u79c1\u4e0e\u6570\u636e\u5b89\u5168\u7684\u6f5c\u5728\u62c5\u5fe7\u2014\u2014\u6240\u6709\u901a\u8bdd\u5f55\u97f3\u5747\u7ecf\u8fc7\u7b2c\u4e09\u65b9AI\u5904\u7406\u5e76\u5b58\u50a8\u4e8e\u4e91\u7aef\u3002\u5728\u6548\u7387\u63d0\u5347\u7684\u8bf1\u60d1\u4e0e\u901a\u4fe1\u9690\u79c1\u7684\u8ba9\u6e21\u4e4b\u95f4\uff0c\u7528\u6237\u5c06\u5982\u4f55\u957f\u671f\u6743\u8861\uff0c\u5c06\u662f\u51b3\u5b9a\u6b64\u7c7b\u4ea7\u54c1\u547d\u8fd0\u7684\u5173\u952e\u3002\u603b\u4f53\u800c\u8a00\uff0cVoice Mate\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u5782\u76f4\u573a\u666f\u5207\u5165\uff0c\u4f46\u5176\u957f\u671f\u53d1\u5c55\u5fc5\u987b\u76f4\u9762\u4fe1\u4efb\u6784\u5efa\u3001\u4fe1\u606f\u4fdd\u771f\u5ea6\u4e0e\u751f\u6001\u6574\u5408\u7684\u66f4\u6df1\u5c42\u6311\u6218\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Voice Mate – AI powered Voicemail<\/span>\n <\/div>\n<div class=\"comment-content\">With Voice Mate, calls are handled like never before. Your personalized AI gathers the reason for the call, who’s calling and if a callback is expected, and sends you a summary right to your phone. Connected to your calendar Voice Mate will add callback requests straight to your agenda<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>We\u2019ve spent months building Voice Mate, testing it, and making pretty much every mistake a solo founder can make\u2026 and then some \ud83d\ude05. The result? An AI sidekick that answers your calls, takes notes, and gives you the full scoop: who called, why, and whether you actually need to pick up. Basically, it\u2019s like having a personal assistant who never sleeps, never complains, and doesn\u2019t judge your voicemail greetings.<\/p>\n<p>Life\u2019s too short for missed calls, phone tag, and scribbled notes you forget five minutes later. We made Voice Mate so you can skip the chaos and get the info you need\u2014fast.<\/p>\n<p>We\u2019d love for you to give it a try, and to make it extra fun, we\u2019re giving Product Hunters a special discount coupon. Go ahead, see if it can handle your calls better than you do\u2014and maybe finally give your voicemail a break. Sign up with code PRODUCTHUNT for a month free<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_van_doorn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_van_doorn<\/a> I like how this quietly removes mental load instead of adding another app to manage <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this – Voice Mate nails a real everyday pain point by turning missed calls into clear, actionable summaries. Feels like a true \u201cset it and forget it\u201d assistant for real life.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@digitalpreetam\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@digitalpreetam<\/a> Hero! Thanks for your support<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on finishing and launching your product!<\/p>\n<p>Voice Inbox for 2025! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> thanks for the support! Let’s go eradicate all unsollicited spam. Whether its voice, email or mail. My peace and quite is priceless. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi, It sounds like a great product. I have a question or potential feature suggestion if it is not already included. <\/p>\n<\/p>\n<p>Is there a way to make voicemails automatically delete the audio files and give a transcript and summary only so you don’t run out of space for voicemails? I think that would be a great feature if it is not already included in VoiceMate.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@scott_mcmahan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@scott_mcmahan<\/a> Hey Scott, first of all thanks for the support!<\/p>\n<\/p>\n<p>To answher your question: I store all the audio for you, so no need to worry about running out of space. Voice mate intercepts the entire call and reroutes it to your own dedicated Voice Mate phone number. So it will never add to the box of your carrier. I have more than 100 voicemails in my app right now and 0 delay. <\/p>\n<\/p>\n<p>Give it a shot with the PRODUCTHUNT coupon code, first month is on me \ud83d\ude18<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a really cool idea! How have I never thought of this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Shoutout to <a href=\"https:\/\/www.producthunt.com\/@dan_goosewin\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"dan_goosewin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dan_goosewin<\/a> our app runs on <a href=\"https:\/\/www.producthunt.com\/products\/vapi\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"vapi\" target=\"_blank\" rel=\"noopener\">@Vapi<\/a> in the background and we could not have done it without you. Same for <a href=\"https:\/\/www.producthunt.com\/products\/elevenlabs\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"elevenlabs\" target=\"_blank\" rel=\"noopener\">@ElevenLabs<\/a> <a href=\"https:\/\/www.producthunt.com\/@matistski\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"matistski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matistski<\/a> with the speech to text! Same for <a href=\"https:\/\/www.producthunt.com\/products\/aws\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"aws\" target=\"_blank\" rel=\"noopener\">@AWS<\/a> thanks for the Activate credits. <\/p>\n<p>Further more: I see <a href=\"https:\/\/www.producthunt.com\/products\/meetgeek\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"meetgeek\" target=\"_blank\" rel=\"noopener\">@MeetGeek<\/a> <a href=\"https:\/\/www.producthunt.com\/products\/voicei-ai-answering-service\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"voicei-ai-answering-service\" target=\"_blank\" rel=\"noopener\">@Voicei Ai – Ai Answering Service<\/a> <a href=\"https:\/\/www.producthunt.com\/@c4vid\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"c4vid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@c4vid<\/a> <a href=\"https:\/\/www.producthunt.com\/@neyox\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"neyox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neyox<\/a> <a href=\"https:\/\/www.producthunt.com\/@neyox_ai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"neyox_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neyox_ai<\/a> I see we’re competitors, can we do a: show me yours, show you mine? Anything I can learn from your apps? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NFOXS5SUIAWN7Z\" class=\"app-title\">Grok Voice Agent API<\/a><\/p>\n<div class=\"one-liner\">Bringing the power of Grok Voice to all developers<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">118<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Grok Voice Agent API \u8ba9\u5f00\u53d1\u8005\u80fd\u57fa\u4e8exAI\u81ea\u7814\u6280\u672f\u6808\u5feb\u901f\u6784\u5efa\u4f4e\u5ef6\u8fdf\u3001\u652f\u6301\u5b9e\u65f6\u6253\u65ad\u4e0e\u5de5\u5177\u8c03\u7528\u7684\u8bed\u97f3\u52a9\u624b\uff0c\u89e3\u51b3\u4e86\u5728\u6784\u5efa\u81ea\u7136\u3001\u6d41\u7545\u3001\u591a\u8bed\u8a00\u8bed\u97f3\u4ea4\u4e92\u5e94\u7528\u65f6\u9762\u4e34\u7684\u9ad8\u5ef6\u8fdf\u548c\u529f\u80fd\u96c6\u6210\u96be\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/8576fb97-dc8b-479c-9322-b2d015f3aab0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=bxyfYt4Dq1k\"><source src=\"https:\/\/www.youtube.com\/watch?v=bxyfYt4Dq1k\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2eb84c78-9a22-40d9-b1e1-a7c454d25871.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cbff1d26-f6a0-427a-8f8d-7c17cea22a07.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dba972f0-e594-4837-a55c-ddc37411f36f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/48cf4ada-0ee3-417e-a634-356337e354c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96f9684f-eda0-4112-b917-78e7a895c197.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d83bb3e4-cabf-4431-88a7-e3233157cb32.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/72d6e725-fa4d-48af-af0c-247d6af5599c.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d9b2c914-5d6c-4289-ab91-b2aeec9ccd21.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/23621418-6837-4b87-8bd5-cce5b77759c0.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u97f3API<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8bed\u97f3\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4f4e\u5ef6\u8fdf<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u5de5\u5177\u8c03\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">xAI\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u7ade\u54c1\u5bf9\u6807<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e24\u6781\u3002\u6b63\u9762\u8bc4\u4ef7\u805a\u7126\u5176\u4f4e\u4e8e1\u79d2\u7684\u5ef6\u8fdf\u3001\u4f18\u79c0\u7684\u6253\u65ad\u5904\u7406\u80fd\u529b\u3001\u6709\u7ade\u4e89\u529b\u7684\u5b9a\u4ef7\uff080.05\u7f8e\u5143\/\u5206\u949f\uff09\u53ca\u5f00\u7bb1\u5373\u7528\u7684\u529f\u80fd\u3002\u8d1f\u9762\u8bc4\u8bba\u4e3b\u8981\u9488\u5bf9\u4ef7\u683c\u548cElon Musk\u4e2a\u4eba\u54c1\u724c\u3002\u5f00\u53d1\u8005\u5173\u6ce8\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8bcd\u5bf9\u201c\u4e2a\u6027\u201d\u7684\u63a7\u5236\u6743\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Grok Voice Agent API\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u9769\u547d\u6027\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662fxAI\u5728\u62e5\u6324\u7684\u8bed\u97f3AI\u8d5b\u9053\u4e2d\u4e00\u6b21\u7cbe\u51c6\u7684\u5361\u4f4d\u4e0e\u5ba3\u793a\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u53c2\u6570\u4e0a\u7684\u5fae\u5c0f\u9886\u5148\uff08\u5982<1s\u5ef6\u8fdf\uff09\uff0c\u800c\u5728\u4e8e\u5176\u4f5c\u4e3a\u201c\u5b8c\u6574\u6280\u672f\u6808\u201d\u7684\u6253\u5305\u8f93\u51fa\u548c\u9c9c\u660e\u7684\u5e02\u573a\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u5b83\u76f4\u63a5\u7784\u51c6\u4e86\u5f53\u524d\u8bed\u97f3\u4ea4\u4e92\u7684\u6838\u5fc3\u75db\u70b9\u2014\u2014\u5ef6\u8fdf\u4e0e\u6253\u65ad\u3002\u5c06\u201c\u652f\u6301\u5b9e\u65f6\u6253\u65ad\u201d\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u5b9e\u8d28\u4e0a\u662f\u5c06C\u7aef\u4ea7\u54c1\uff08\u5982\u7279\u65af\u62c9\u8f66\u8f7d\u8bed\u97f3\uff09\u4e2d\u6253\u78e8\u8fc7\u7684\u4f53\u9a8c\uff0c\u4ee5API\u5f62\u5f0f\u8fdb\u884cB\u7aef\u8d4b\u80fd\u3002\u8fd9\u6bd4\u5355\u7eaf\u5ba3\u4f20\u201c\u4f4e\u5ef6\u8fdf\u201d\u66f4\u5177\u573a\u666f\u8bf4\u670d\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c0.05\u7f8e\u5143\/\u5206\u949f\u7684\u7edf\u4e00\u5b9a\u4ef7\u662f\u4e00\u6b65\u9ad8\u660e\u7684\u5e02\u573a\u7b56\u7565\u3002\u5b83\u5e76\u975e\u7b80\u5355\u7684\u4ef7\u683c\u6218\uff0c\u800c\u662f\u4ee5\u6781\u7b80\u7684\u8ba1\u4ef7\u65b9\u5f0f\uff0c\u76f4\u63a5\u5bf9\u6807\u5e76\u6311\u6218OpenAI\u7684Whisper\u3001Google Speech\u4e43\u81f3\u4e00\u4f17\u521d\u521b\u8bed\u97f3API\u670d\u52a1\u3002\u8fd9\u4e00\u5b9a\u4ef7\u7b56\u7565\uff0c\u914d\u5408\u201c\u7279\u65af\u62c9\u540c\u6b3e\u201d\u7684\u6280\u672f\u80cc\u4e66\uff0c\u65e8\u5728\u5feb\u901f\u5438\u5f15\u5f00\u53d1\u8005\u8fdb\u884c\u8fc1\u79fb\u548c\u6d4b\u8bd5\uff0c\u62a2\u5360\u751f\u6001\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u4e00\u662f\u201cGrok\u201d\u54c1\u724c\u81ea\u5e26\u7684\u201c\u53db\u9006\u201d\u4e2a\u6027\uff0c\u867d\u5ba3\u79f0\u53ef\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8bcd\u5b8c\u5168\u63a7\u5236\uff0c\u4f46\u54c1\u724c\u8054\u60f3\u672c\u8eab\u5c31\u53ef\u80fd\u8ba9\u90e8\u5206\u4f01\u4e1a\u7ea7\u5ba2\u6237\u671b\u800c\u5374\u6b65\u3002\u4e8c\u662f\u5176\u6280\u672f\u6808\u7684\u5c01\u95ed\u6027\u3002\u6240\u8c13\u201cin-house stack\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u63d0\u4f9b\u6df1\u5ea6\u4f18\u5316\u53ef\u80fd\u7684\u540c\u65f6\uff0c\u4e5f\u610f\u5473\u7740\u5f00\u53d1\u8005\u5c06\u88ab\u6df1\u5ea6\u7ed1\u5b9a\u5728xAI\u7684\u751f\u6001\u5185\uff0c\u5176\u957f\u671f\u6f14\u8fdb\u7684\u8def\u7ebf\u56fe\u548c\u7a33\u5b9a\u6027\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u6b3e\u201c\u4f53\u9a8c\u9a71\u52a8\u201d\u800c\u975e\u201c\u6280\u672f\u70ab\u6280\u201d\u7684API\u3002\u5b83\u8868\u660exAI\u7684\u7ade\u4e89\u601d\u8def\u6b63\u4ece\u7eaf\u7cb9\u7684\u6a21\u578b\u80fd\u529b\u7ade\u8d5b\uff0c\u8f6c\u5411\u9488\u5bf9\u5177\u4f53\u4ea4\u4e92\u573a\u666f\u7684\u201c\u4f53\u9a8c\u5c01\u88c5\u201d\u7ade\u8d5b\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u8bba\u6587\u7684\u6307\u6807\uff0c\u800c\u53d6\u51b3\u4e8e\u6709\u591a\u5c11\u5f00\u53d1\u8005\u613f\u610f\u4e3a\u8fd9\u4efd\u6253\u5305\u597d\u7684\u201c\u6d41\u7545\u4f53\u9a8c\u201d\u4ed8\u8d39\uff0c\u5e76\u5fcd\u53d7\u5176\u6f5c\u5728\u7684\u751f\u6001\u9501\u5b9a\u7684\u98ce\u9669\u3002\u8fd9\u662fAI\u57fa\u7840\u8bbe\u65bd\u7ade\u4e89\u8fdb\u5165\u6df1\u6c34\u533a\u7684\u4e00\u4e2a\u6807\u5fd7\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Grok Voice Agent API<\/span>\n <\/div>\n<div class=\"comment-content\">Grok Voice Agent API lets developers build real-time voice agents using xAI’s in-house stack (VAD, tokenizer, audio models). It features <1s latency, function calling, and native multilingual support.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Yeah, not goinfg to give Elon 5 cents\/minute. That’s my 2 cents.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> At least you gave your 2 cents to Producthunt then \ud83d\ude02<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> I like your 2 cents\ud83d\ude3c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>Chatting with Grok’s Voice Mode is honestly a fascinating experience. The voices are just so vivid and full of personality that it makes talking to AI feel genuinely engaging.<\/p>\n<p>Now xAI is opening this exact stack to developers. You get access to the same native audio models that power millions of Teslas. It handles interruptions incredibly well and supports native tool use like Web search right out of the box.<\/p>\n<p>The pricing is also very interesting. At a flat rate of $0.05 per minute, it is one of the most competitive options among tier-1 voice APIs.<\/p>\n<p>For those who might worry about Grok’s “edgy” personality, don’t be. The API gives you full control via system prompts. You get the world-class voice quality with whatever personality you define for your app.<\/p>\n<p>Give it a try <a href=\"https:\/\/console.x.ai\/team\/default\/voice\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">in the playground<\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> World-class voices and competitive pricing\u2014$0.05\/min is a bold move by xAI. The interruption handling alone makes this a top contender for conversational AI apps right now. Thanks for the breakdown!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> The interruption handling is what stood out to me too \u2014 that\u2019s where most voice agents still feel unnatural. Nice to see function calling and multilingual support baked in from day one.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FB27IFSBBC6C42\" class=\"app-title\">Yestoday<\/a><\/p>\n<div class=\"one-liner\">Compare yesterday & today\u2018s weather<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">109<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u5e76\u6392\u5bf9\u6bd4\u6628\u65e5\u4e0e\u4eca\u65e5\u5929\u6c14\u72b6\u51b5\uff0c\u5e76\u914d\u4ee5\u547c\u5e94\u5929\u6c14\u7684\u6cb9\u753b\u827a\u672f\u754c\u9762\uff0c\u8ba9\u7528\u6237\u77ac\u95f4\u611f\u77e5\u51b7\u6696\u53d8\u5316\u3001\u7701\u53bb\u7e41\u7410\u64cd\u4f5c\u3001\u63d0\u5347\u65e5\u5e38\u67e5\u770b\u4f53\u9a8c\u7684\u5929\u6c14\u5e94\u7528\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b08162a2-dcb3-4f1c-96ac-112a98f9c5fd.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6c2e4116-918a-4475-93fc-c2dfc08079ac.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6ec78f8f-74c7-4c30-919e-bc109dfacb2f.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Weather<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5929\u6c14\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5bf9\u6bd4<\/span><br \/>\n <span class=\"tag\">\u65e5\u5e38\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u5316\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5e76\u6392\u5bf9\u6bd4\u7684\u6838\u5fc3\u6d1e\u5bdf\u4e0e\u827a\u672f\u5316\u754c\u9762\uff0c\u8ba4\u4e3a\u5176\u7cbe\u51c6\u6293\u4f4f\u4e86\u201c\u76f8\u5bf9\u6027\u201d\u9700\u6c42\u3002\u4e3b\u8981\u95ee\u9898\/\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u827a\u672f\u753b\u4f5c\u662f\u5426\u4f1a\u6839\u636e\u5177\u4f53\u65f6\u8fb0\u53d8\u5316\uff1b\u662f\u5426\u8003\u8651\u52a0\u5165\u201c\u660e\u65e5\u201d\u5bf9\u6bd4\uff08\u5f00\u53d1\u8005\u56de\u590d\u5df2\u4f5c\u4e3a\u4f1a\u5458\u529f\u80fd\u9690\u85cf\u5b9e\u73b0\uff09\uff1b\u4ee5\u53ca\u671f\u5f85\u63a2\u7d22\u66f4\u591a\u201c\u5c0f\u800c\u65e5\u5e38\u201d\u7684\u6570\u636e\u5bf9\u6bd4\u573a\u666f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Yestoday \u7684\u806a\u660e\u4e4b\u5904\uff0c\u5728\u4e8e\u5b83\u8fdb\u884c\u4e86\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u9700\u6c42\u964d\u7ef4\u6253\u51fb\u201d\u3002\u5728\u5929\u6c14\u5e94\u7528\u529f\u80fd\u65e5\u76ca\u81c3\u80bf\uff08\u96f7\u8fbe\u56fe\u3001\u5206\u949f\u7ea7\u964d\u6c34\u3001\u590d\u6742\u6307\u6570\uff09\u7684\u5f53\u4e0b\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u5265\u79bb\u4e86\u201c\u9884\u6d4b\u201d\u4e0e\u201c\u8be6\u8ff0\u201d\uff0c\u5c06\u6838\u5fc3\u951a\u5b9a\u5728\u4eba\u7c7b\u6700\u539f\u59cb\u3001\u6700\u672c\u80fd\u7684\u611f\u77e5\u9700\u6c42\u4e0a\uff1a\u201c\u4eca\u5929\u6bd4\u6628\u5929\u51b7\u8fd8\u662f\u70ed\uff1f\u201d \u8fd9\u5e76\u975e\u6280\u672f\u9769\u65b0\uff0c\u800c\u662f\u8ba4\u77e5\u6d1e\u5bdf\u7684\u80dc\u5229\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ea7\u54c1\u4ef7\u503c\u4f53\u73b0\u5728\u4e24\u5c42\uff1a\u7b2c\u4e00\u5c42\u662f\u529f\u80fd\u6027\u4ef7\u503c\uff0c\u901a\u8fc7\u201c\u6628\u65e5vs\u4eca\u65e5\u201d\u7684\u5e76\u6392\u8bbe\u8ba1\uff0c\u5c06\u539f\u672c\u9700\u8981\u8bb0\u5fc6\u548c\u591a\u6b21\u70b9\u51fb\u7684\u4fe1\u606f\u5dee\u6241\u5e73\u5316\uff0c\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u201c\u4e00\u79d2\u83b7\u77e5\u201d\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u201c\u6bd4\u8f83\u201d\u8fd9\u4e00\u9ad8\u9891\u5374\u672a\u88ab\u4e13\u95e8\u6ee1\u8db3\u7684\u75db\u70b9\u3002\u7b2c\u4e8c\u5c42\uff0c\u4e5f\u662f\u5176\u6784\u5efa\u58c1\u5792\u7684\u5173\u952e\uff0c\u662f\u60c5\u7eea\u4ef7\u503c\u3002\u5b83\u7528\u7cbe\u5fc3\u6311\u9009\u7684\u3001\u547c\u5e94\u5929\u6c14\u7684\u53e4\u5178\u6cb9\u753b\uff0c\u66ff\u4ee3\u4e86\u5343\u7bc7\u4e00\u5f8b\u7684\u6570\u7801\u56fe\u6807\u548c\u52a8\u6548\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e3a\u4e86\u201c\u597d\u770b\u201d\uff0c\u800c\u662f\u5c06\u4e00\u6b21\u529f\u5229\u6027\u7684\u4fe1\u606f\u67e5\u8be2\uff0c\u5347\u534e\u4e3a\u4e00\u79cd\u5e26\u6709\u5ba1\u7f8e\u610f\u8da3\u548c\u5b81\u9759\u6c1b\u56f4\u7684\u65e5\u5e38\u4eea\u5f0f\u3002\u8fd9\u79cd\u201c\u529f\u80fd\u6027\u4e0e\u827a\u672f\u611f\u201d\u7684\u7ed3\u5408\uff0c\u4f7f\u5176\u4ece\u5de5\u5177\u5411\u201c\u6570\u5b57\u751f\u6d3b\u914d\u4ef6\u201d\u6f14\u8fdb\uff0c\u7784\u51c6\u4e86\u5bf9\u751f\u6d3b\u54c1\u8d28\u548c\u60c5\u7eea\u611f\u53d7\u6709\u8981\u6c42\u7684\u4eba\u7fa4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u5176\u4e00\uff0c\u5355\u4e00\u529f\u80fd\u7684\u5929\u82b1\u677f\u6781\u4f4e\uff0c\u201c\u6bd4\u8f83\u5929\u6c14\u201d\u7684\u9700\u6c42\u9891\u6b21\u548c\u7528\u6237\u7c98\u6027\u5b58\u7591\uff0c\u5bb9\u6613\u6ca6\u4e3a\u201c\u5c1d\u9c9c\u5373\u8d70\u201d\u7684\u5e94\u7528\u3002\u5f00\u53d1\u8005\u5df2\u901a\u8fc7\u9690\u85cf\u7684\u201c\u660e\u65e5\u201d\u5bf9\u6bd4\u7b49\u4f1a\u5458\u529f\u80fd\u8bd5\u56fe\u5ef6\u4f38\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u6dfb\u52a0\u590d\u6742\u5ea6\uff0c\u4e0e\u5176\u6781\u7b80\u54f2\u5b66\u7565\u6709\u80cc\u79bb\u3002\u5176\u4e8c\uff0c\u5176\u7f8e\u5b66\u8bbe\u8ba1\u662f\u53cc\u5203\u5251\uff0c\u5f3a\u70c8\u7684\u98ce\u683c\u53ef\u80fd\u7b5b\u9009\u7528\u6237\uff0c\u4e14\u6cb9\u753b\u4e0e\u5929\u6c14\u7684\u5339\u914d\u5ea6\u3001\u7cbe\u7ec6\u5ea6\u5c06\u662f\u957f\u671f\u7684\u5185\u5bb9\u8fd0\u8425\u8d1f\u62c5\u3002\u603b\u4f53\u800c\u8a00\uff0cYestoday \u662f\u4e00\u6b3e\u6770\u51fa\u7684\u201c\u6982\u5ff5\u4ea7\u54c1\u201d\uff0c\u5b83\u7528\u6781\u81f4\u805a\u7126\u548c\u72ec\u7279\u54c1\u5473\uff0c\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\u6495\u5f00\u4e86\u4e00\u9053\u53e3\u5b50\uff0c\u4f46\u5b83\u6240\u9a8c\u8bc1\u7684\u201c\u60c5\u7eea\u5316\u5de5\u5177\u201d\u548c\u201c\u5fae\u89c2\u9700\u6c42\u201d\u8d5b\u9053\uff0c\u6216\u8bb8\u6bd4\u5e94\u7528\u672c\u8eab\u66f4\u5177\u884c\u4e1a\u542f\u793a\u610f\u4e49\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Yestoday<\/span>\n <\/div>\n<div class=\"comment-content\">My weather need is simple: is it warmer or colder today? Yestoday shows yesterday and today next to each other, so you instantly know if today is warmer or colder\u2014no digging through screens. To make the daily check feel calm rather than utilitarian, the UI blends in curated oil paintings that echo current conditions\u2014clear skies, rain, and night scenes\u2014so the atmosphere on screen matches outside.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The iPhone Weather app can show yesterday’s weather of course, but it takes extra steps. After putting up with this for a long time, I built a demo with Apple Weather data to place \u201ctoday vs yesterday\u201d side by side. A few weeks later, it felt right, so I turned it into a full app\u2014Yestoday (Meaning Yesterday + Today).<\/p>\n<\/p>\n<p>I’d love to hear your thoughts, feedback or ideas for what’s coming next \u2014 thanks for checking it out! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ddiiiik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddiiiik<\/a> The side-by-side framing is such a clean insight it\u2019s surprising how often we just want relative context, not forecasts and charts. The atmospheric visuals are a really nice touch too. Curious what other \u201csmall but daily\u201d comparisons you\u2019re thinking of exploring next.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ddiiiik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddiiiik<\/a> I love when functional things don\u2019t look utilitarian. This feels quiet, thoughtful, and kinda comforting to have on screen ) cute \ud83d\ude0a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Yestoday is brilliant! I love how the UI uses art to reflect the weather. Does the art change hourly to match the specific time of day, or just sunrise\/sunset?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great job <a href=\"https:\/\/www.producthunt.com\/@ddiiiik\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ddiiiik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddiiiik<\/a> , congrats on the launch! Have you though about adding the Tomorrow as well ? In order to have an easy view on yesterday , today and tomorrow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pamela_requena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pamela_requena<\/a> <br \/>Thanks for the thoughtful suggestion\u2014and for checking out Yestoday! I actually include a Tomorrow comparison as part of the membership features. I know it isn\u2019t immediately obvious; that\u2019s intentional so it doesn\u2019t add extra noise when it isn\u2019t relevant. There are two ways to see it: on the Today vs Yesterday table, swipe left to reveal Tomorrow\u2019s weather; and after 7:00 PM, the app automatically switches to a Today vs Tomorrow comparison. The widgets follow the same behavior.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b3a8dea5-6ea7-42e7-be70-8d4dfceb683b.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Weather Apps are surely hard to innovate in 2025, but you’ve managed it! \ud83e\udd13<br \/>Congratulations on your launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PKZWY5IZNNVTTF\" class=\"app-title\">Image Object Removal API<\/a><\/p>\n<div class=\"one-liner\">Remove unwanted objects from images in seconds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">104<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8e\u5148\u8fdbAI\u7684API\u63a5\u53e3\uff0c\u53ef\u5feb\u901f\u3001\u5e72\u51c0\u5730\u79fb\u9664\u56fe\u7247\u4e2d\u7684\u4eba\u7269\u3001\u7269\u4f53\u3001\u6587\u5b57\u7b49\u5e72\u6270\u5143\u7d20\uff0c\u4e3a\u5f00\u53d1\u8005\u548c\u4ea7\u54c1\u56e2\u961f\u89e3\u51b3\u4e86\u5728\u7535\u5546\u3001\u6444\u5f71\u7b49\u573a\u666f\u4e2d\u9ad8\u6548\u3001\u4f4e\u6210\u672c\u83b7\u5f97\u4e13\u4e1a\u7ea7\u4fee\u56fe\u6548\u679c\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0a9e2f75-bdcb-4822-a2e3-3da442ce42b1.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c28c9e9f-63cb-4e6a-b19d-ed2e5480d5c1.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9c96ced-91cf-46a4-8e04-c0e76ac52fc4.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u56fe\u50cf\u5904\u7406<\/span><br \/>\n <span class=\"tag\">API\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u4fee\u590d<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8c61\u79fb\u9664<\/span><br \/>\n <span class=\"tag\">\u80cc\u666f\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6027\u4ef7\u6bd4\u9ad8<\/span><br \/>\n <span class=\"tag\">\u6613\u4e8e\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Replicate\u5e73\u53f0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u89e3\u51b3\u4e86\u751f\u4ea7\u73af\u5883\u4e0b\u7684\u771f\u5b9e\u75db\u70b9\uff0c\u5e76\u8d5e\u8d4f\u5176\u7b80\u5355\u3001\u9ad8\u8d28\u91cf\u548c\u9762\u5411\u751f\u4ea7\u7684\u5b9a\u4f4d\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u521d\u671f\u4ea7\u54c1\u94fe\u63a5\u5931\u6548\uff08\u5df2\u4fee\u590d\uff09\uff1b\u8be2\u95ee\u6280\u672f\u7ec6\u8282\uff08\u5982\u5904\u7406\u6bdb\u53d1\u3001\u9634\u5f71\u7684\u673a\u5236\u3001\u5ef6\u8fdf\u548c\u4ef7\u683c\uff09\uff1b\u786e\u8ba4\u5176API\u5f62\u6001\u53ca\u9664\u4eba\u50cf\u5916\u7684\u5176\u4ed6\u79fb\u9664\u80fd\u529b\uff08\u5982\u6c34\u5370\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Image Object Removal API \u7684\u672c\u8d28\uff0c\u662f\u5c06\u6b64\u524d\u96c6\u4e2d\u4e8e\u524d\u7aef\u5e94\u7528\uff08\u5982Photoshop\u3001\u5404\u7c7b\u4fee\u56feApp\uff09\u7684\u201c\u667a\u80fd\u79fb\u9664\u201d\u80fd\u529b\uff0c\u8fdb\u884c\u6807\u51c6\u5316\u3001\u670d\u52a1\u5316\u4e0e\u5e73\u6c11\u5316\u5c01\u88c5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7684\u7edd\u5bf9\u524d\u6cbf\u6027\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u201c\u4ea7\u54c1\u5b9a\u4e49\u201d\uff1a\u7784\u51c6\u201c\u751f\u4ea7\u7528\u9014\u201d\uff0c\u5f3a\u8c03\u201c\u7b80\u5355\u8f93\u5165\u3001\u5e72\u51c0\u8f93\u51fa\u201d\uff0c\u8fd9\u76f4\u63a5\u5207\u4e2d\u4e86\u4e2d\u5c0f\u578b\u5f00\u53d1\u8005\u4e0e\u521b\u4e1a\u516c\u53f8\u7684\u547d\u8109\u2014\u2014\u4ed6\u4eec\u9700\u8981\u5ab2\u7f8e\u5927\u5382\u7684\u540e\u7aef\u56fe\u50cf\u5904\u7406\u80fd\u529b\uff0c\u5374\u65e0\u529b\u627f\u62c5\u81ea\u7814AI\u6a21\u578b\u7684\u9ad8\u6602\u6210\u672c\u4e0e\u590d\u6742\u5ea6\uff0c\u4e5f\u65e0\u6cd5\u627f\u53d7\u6309\u5f20\u6536\u8d39\u7684C\u7aef\u5de5\u5177\u5728\u89c4\u6a21\u5316\u4f7f\u7528\u65f6\u7684\u5929\u4ef7\u8d26\u5355\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e92\u52a8\u53ef\u4ee5\u770b\u51fa\uff0c\u5176\u57fa\u4e8eReplicate\u5e73\u53f0\u6784\u5efa\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u96c6\u6210\u95e8\u69db\u4e0e\u8fd0\u7ef4\u8d1f\u62c5\u3002\u521b\u59cb\u4eba\u5bf9\u4e8e\u6280\u672f\u8fb9\u754c\uff08\u5982\u5904\u7406\u590d\u6742\u8fb9\u7f18\uff09\u548c\u6027\u80fd\u6307\u6807\uff082-5\u79d2\u5ef6\u8fdf\uff09\u7684\u5766\u8bda\u56de\u5e94\uff0c\u4e5f\u5c55\u73b0\u4e86\u9762\u5411\u5f00\u53d1\u8005\u5e02\u573a\u7684\u4e13\u4e1a\u6c9f\u901a\u59ff\u6001\u3002\u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\uff1a\u4f5c\u4e3a\u4e00\u5c42\u8584\u8584\u7684API\u5c01\u88c5\uff0c\u5176\u6280\u672f\u62a4\u57ce\u6cb3\u76f8\u5bf9\u8f83\u6d45\uff0c\u4e25\u91cd\u4f9d\u8d56\u5e95\u5c42\u5f00\u6e90\u6a21\u578b\uff08\u5982\u6269\u6563\u6a21\u578b\uff09\u7684\u6f14\u8fdb\uff0c\u4e14\u5b9a\u4ef7\u6a21\u5f0f\u9762\u4e34\u540c\u7c7b\u5e73\u53f0\u548c\u5f00\u6e90\u65b9\u6848\u7684\u76f4\u63a5\u7ade\u4e89\u3002\u80fd\u5426\u4ece\u201c\u6709\u7528\u7684\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u670d\u52a1\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u4fdd\u8bc1\u8d28\u91cf\u4e0e\u901f\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u6301\u7eed\u4f18\u5316\u6210\u672c\u7ed3\u6784\uff0c\u5e76\u56f4\u7ed5\u7279\u5b9a\u5782\u76f4\u573a\u666f\uff08\u5982\u7535\u5546\u5546\u54c1\u56fe\u6807\u51c6\u5316\u3001\u8bc1\u4ef6\u7167\u5904\u7406\uff09\u6784\u5efa\u66f4\u6df1\u7684\u5de5\u4f5c\u6d41\u96c6\u6210\u4e0e\u6570\u636e\u98de\u8f6e\u3002\u5f53\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u75db\u70b9\u3001\u5b9a\u4f4d\u6e05\u6670\u7684\u4f18\u79c0\u4ea7\u54c1\uff0c\u4f46\u901a\u5f80\u201c\u4f1f\u5927\u201d\u4e4b\u8def\uff0c\u4ecd\u9700\u5728\u751f\u6001\u4e0e\u58c1\u5792\u4e0a\u591a\u52a0\u6784\u7b51\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Image Object Removal API<\/span>\n <\/div>\n<div class=\"comment-content\">This API uses state-of-the-art AI to cleanly remove people, objects, text, or background distractions while preserving image quality and realism. \u26a1 One-call API \u2014 simple input, clean output \ud83c\udfaf High-quality inpainting \u2014 natural, artifact-free results \ud83e\udde0 Works on complex scenes \u2014 people, shadows, clutter \ud83d\udcb8 Affordable & fast \u2014 ideal for production use \ud83d\udd0c Built on Replicate \u2014 easy to integrate<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m Bikash, the maker of Image Object Removal API.<\/p>\n<p>I built this after repeatedly needing to remove people, clutter, and random objects from images while building products and realizing most tools were either manual, expensive, or low quality output.<\/p>\n<p>This API focuses on:<br \/>\nclean, realistic result<br \/>\nsimple input<br \/>\nspeed + affordability for real production use<\/p>\n<p>I\u2019d love feedback from:<br \/>\ndevelopers integrating image tools<br \/>\nfounders building photo or e-commerce products<br \/>\nanyone who\u2019s struggled with Photoshop \ud83d\ude05<\/p>\n<p>Happy to answer questions, share benchmarks, or talk about how it works under the hood.<\/p>\n<p>Thanks for checking it out and supporting makers! \ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bikash_pokharel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bikash_pokharel<\/a> Really like how clearly you\u2019ve scoped this around production needs simple input, clean output, fast results. Excited to see how developers build on this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bikash_pokharel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bikash_pokharel<\/a> hi there! i am founder building photos for e-commerce products =) my feedback – feels very straightforward in a good way. Mark it, remove it, done<\/p>\n<p>Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The idea seems good to me and could work well as an integration for other services. Unfortunately, your website doesn’t open, so I can’t check your API endpoints or understand what your solution is capable of.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@olegphenomenon\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olegphenomenon<\/a> <\/p>\n<\/p>\n<p>The link is fixed now. You can check the full API details here:<\/p>\n<p><a href=\"https:\/\/replicate.com\/dpakkk\/image-object-removal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/replicate.com\/dpakkk\/image-object-removal<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This hits a very real pain point \u2014 clean object removal at <em>API level<\/em> is surprisingly hard to get right. Love the focus on realistic results and production readiness, not just demos.<br \/>Curious: how does the API handle tricky cases like hair, shadows, or overlapping objects, and what kind of latency are you seeing in real-world use?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pany_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pany_ai<\/a> <\/p>\n<p>Thank you for your kind words!<\/p>\n<p>For hair, shadows, and overlapping objects, the API uses diffusion-based inpainting rather than classical segmentation + fill. The masked region is reconstructed using surrounding context, so soft edges (hair strands), cast shadows, and partial occlusions are handled as part of the generation step instead of being hard-cut. Results are best with precise masks, but the model is fairly tolerant to imperfect boundaries.<\/p>\n<\/p>\n<p>For latency, typical end-to-end inference is in the ~2\u20135 second range per image at common resolutions. Latency scales with image size and mask complexity, and the API is stateless, so it works well behind queues or async workers in production.<\/p>\n<\/p>\n<p>This is already being used in automated pipelines, not just interactive demos.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is this provided as an API?<br \/>How is it priced?<br \/>Can it remove elements other than people, such as watermarks or subtitles?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@stellawwwwwww\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stellawwwwwww<\/a> <\/p>\n<p>Yes \u2014 it is an API that you can integrate into your app or workflow. It\u2019s built on Replicate and exposes a simple REST API where you send an image + mask and get back the edited result. <\/p>\n<p>You can check this product page for pricing. It’s basically $1 for 4545 API request. <a href=\"https:\/\/replicate.com\/dpakkk\/image-object-removal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/replicate.com\/dpakkk\/image-object-removal<\/a><\/p>\n<p>It can remove objects, text, background distractions, and more, not just people.<\/p>\n<\/p>\n<p>Let me know if you need any help!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>That’s an interesting idea to have this service as an API. You should check your product link, it doesn’t seem to work atm – “Page not found” error.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Hi Anton, i just fixed the link. Thanks for the heads-up! <\/p>\n<p>Update link here: <a href=\"https:\/\/replicate.com\/dpakkk\/image-object-removal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/replicate.com\/dpakkk\/image-object-removal<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, this Image Object Removal API is seriously cool! The high-quality inpainting looks amazing. Im curious, how well does it handle removing reflections in glass or water?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SJ3QCB2A5XXHJK\" class=\"app-title\">Pill Mom<\/a><\/p>\n<div class=\"one-liner\">Never miss a dose again<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">97<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pill Mom\u901a\u8fc7\u667a\u80fd\u836f\u74f6\u626b\u63cf\u548c\u62df\u4eba\u5316\u63d0\u9192\uff0c\u5728\u6162\u6027\u75c5\u60a3\u8005\u9700\u957f\u671f\u89c4\u5f8b\u670d\u836f\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u63d0\u9192\u5e94\u7528\u51b0\u51b7\u3001\u6613\u5ffd\u7565\uff0c\u4ee5\u53ca\u624b\u52a8\u5f55\u5165\u836f\u54c1\u4fe1\u606f\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/247b6375-9ec6-4176-ad10-78d9e6deee3c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9654d0d-ce89-4e2d-b07a-0100c6f086a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dec62a63-3c5f-40a8-8ca6-2bbee1a8f118.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7cd20280-af0f-48a2-8b68-3708d2cb2fda.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1acb9fc6-f590-48fe-ae3f-87550d5e671e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6fface68-1fc6-466a-8a17-c763a14639a8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39b11b72-1842-4999-9683-48af2f7fa076.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7165af52-7453-4847-85d7-c71becc5ffc2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cb8785e9-56a9-4dc9-aea7-3c43ea2b7939.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5b39ee81-7b15-40bc-b77b-cd92f61e8d1f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/54008cf1-1386-4ce9-889f-bb3d497659d0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/AkOzhHwGP5o\"><source src=\"https:\/\/www.youtube.com\/shorts\/AkOzhHwGP5o\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Alarms<\/span><br \/>\n <span class=\"tag\">Medical<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7528\u836f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u670d\u836f\u63d0\u9192<\/span><br \/>\n <span class=\"tag\">\u836f\u54c1\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">FDA\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u533b\u60a3\u8054\u52a8<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5065\u5eb7\u52a9\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u836f\u74f6\u626b\u63cf\u529f\u80fd\u548c\u62df\u4eba\u5316\u8bbe\u8ba1\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u62d3\u5c55\u5bf9\u4e0d\u540c\u836f\u54c1\u901a\u7528\u540d\u7684\u8bc6\u522b\u80fd\u529b\uff0c\u4ee5\u53ca\u96c6\u6210\u667a\u80fd\u624b\u8868\u7b49\u66f4\u53ef\u9760\u7684\u63d0\u9192\u6e20\u9053\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u5e76\u63a2\u8ba8\u4e86\u4ea7\u54c1\u8bbe\u8ba1\u521d\u8877\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Pill Mom\u7684\u201c\u806a\u660e\u201d\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u7528\u836f\u7ba1\u7406\u9886\u57df\u4e24\u4e2a\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u8f6f\u808b\uff1a\u4ea4\u4e92\u7684\u51b7\u6f20\u4e0e\u6570\u636e\u5f55\u5165\u7684\u6469\u64e6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u63d0\u9192\u201d\uff0c\u800c\u662f\u901a\u8fc7\u201c\u626b\u63cf\u8bc6\u522b\u201d\u548c\u201c\u89d2\u8272\u5316\u966a\u4f34\u201d\u8fd9\u4e24\u5927\u8bbe\u8ba1\uff0c\u5b8c\u6210\u4e86\u4ece\u201c\u5de5\u5177\u201d\u5230\u201c\u4f19\u4f34\u201d\u7684\u5347\u7ef4\u3002\u626b\u63cf\u529f\u80fd\u5229\u7528FDA\u6570\u636e\u5e93\u6743\u5a01\u6027\uff0c\u5c06\u67af\u71e5\u6613\u9519\u7684\u624b\u52a8\u8f93\u5165\u8f6c\u5316\u4e3a\u4e00\u6b65\u5230\u4f4d\u7684\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u8fd9\u4e0d\u4ec5\u662f\u6548\u7387\u63d0\u5347\uff0c\u66f4\u662f\u964d\u4f4e\u4e86\u7528\u6237\uff08\u5c24\u5176\u662f\u8001\u5e74\u7fa4\u4f53\uff09\u7684\u4f7f\u7528\u95e8\u69db\u548c\u5fc3\u7406\u8d1f\u62c5\u3002\u66f4\u5177\u6d1e\u5bdf\u529b\u7684\u662f\uff0c\u5b83\u5c06\u201c\u63d0\u9192\u201d\u8fd9\u4e00\u53cd\u4eba\u6027\u7684\u52a8\u4f5c\uff0c\u5305\u88c5\u6210\u201cPill Mom\u201d\u8fd9\u4e2a\u9ad8\u80fd\u91cf\u3001\u5173\u6000\u578b\u89d2\u8272\u7684\u4e92\u52a8\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u884c\u4e3a\u8bbe\u8ba1\uff0c\u901a\u8fc7\u8d4b\u4e88\u51b7\u51b0\u51b0\u7684\u7528\u836f\u6d41\u7a0b\u4ee5\u60c5\u611f\u6e29\u5ea6\u548c\u6e38\u620f\u5316\u7684\u6210\u5c31\u611f\uff08\u5e86\u795d\u8fde\u7eed\u8bb0\u5f55\uff09\uff0c\u6765\u5bf9\u6297\u670d\u836f\u61c8\u6020\uff0c\u63d0\u5347\u4f9d\u4ece\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u7eb5\u6df1\u4e5f\u5728\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u5176\u6570\u636e\u58c1\u5792\u6709\u9650\uff0c\u626b\u63cf\u8bc6\u522b\u9ad8\u5ea6\u4f9d\u8d56\u7f8e\u56fdFDA\u6570\u636e\u5e93\u548c\u6807\u51c6\u836f\u74f6\u6807\u7b7e\uff0c\u8fd9\u65e2\u662f\u5176\u542f\u52a8\u4f18\u52bf\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u5168\u7403\u5316\u6216\u9002\u5e94\u975e\u6807\u836f\u54c1\u7684\u74f6\u9888\u3002\u5176\u6b21\uff0c\u201c\u62df\u4eba\u5316\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u957f\u671f\u4f7f\u7528\u540e\uff0c\u7528\u6237\u662f\u5426\u4f1a\u5bf9\u56fa\u5b9a\u7684\u8bdd\u672f\u548c\u4e92\u52a8\u6a21\u5f0f\u4ea7\u751f\u75b2\u52b3\u611f\uff1f\u5176\u60c5\u611f\u7ef4\u7cfb\u7684\u4ef7\u503c\u80fd\u5426\u6301\u7eed\uff0c\u53d6\u51b3\u4e8e\u89d2\u8272\u80fd\u5426\u201c\u6210\u957f\u201d\u6216\u63d0\u4f9b\u66f4\u6df1\u5ea6\u7684\u5065\u5eb7\u6d1e\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u201c\u667a\u80fd\u624b\u8868\u96c6\u6210\u201d\u7684\u5efa\u8bae\u53ef\u4ee5\u770b\u51fa\uff0c\u7528\u6237\u671f\u5f85\u7684\u662f\u6784\u5efa\u4e00\u4e2a\u201c\u9632\u6f0f\u7f51\u201d\u822c\u7684\u63d0\u9192\u4f53\u7cfb\u3002\u8fd9\u63ed\u793a\u4e86\u4ea7\u54c1\u7684\u4e0b\u4e00\u9636\u6bb5\u4ef7\u503c\uff1a\u4ece\u201c\u624b\u673a\u4f34\u4fa3\u201d\u53d1\u5c55\u4e3a\u201c\u5168\u573a\u666f\u5065\u5eb7\u4e2d\u67a2\u201d\u3002\u82e5\u80fd\u6574\u5408\u53ef\u7a7f\u6234\u8bbe\u5907\u3001\u836f\u623f\u5e93\u5b58\u3001\u751a\u81f3\u533b\u4fdd\u6570\u636e\uff0c\u5b83\u6709\u671b\u6210\u4e3a\u4e2a\u4eba\u6162\u6027\u75c5\u7ba1\u7406\u7684\u521d\u7ea7\u5165\u53e3\u3002\u76ee\u524d\u6765\u770b\uff0cPill Mom\u6210\u529f\u5730\u5c06\u4e00\u4e2a\u5de5\u5177\u7c7b\u5e94\u7528\u505a\u51fa\u4e86\u60c5\u611f\u6ea2\u4ef7\u548c\u7528\u6237\u4f53\u9a8c\u7684\u5dee\u5f02\u5316\uff0c\u4f46\u5176\u62a4\u57ce\u6cb3\u7684\u6df1\u5ea6\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u6570\u636e\u8fde\u63a5\u7684\u5e7f\u5ea6\u4e0e\u5065\u5eb7\u670d\u52a1\u7684\u6574\u5408\u80fd\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Pill Mom<\/span>\n <\/div>\n<div class=\"comment-content\">Pill Mom stands out with smart pill bottle scanning – snap a photo and the app identifies your medication using the FDA database. No manual typing. Instead of generic alarms, you get friendly reminders from a caring character who celebrates your streaks. Easily add doctors and pharmacies linked to your medications – everything in one place for refills and questions. Your health data stays private and syncs securely. A clean design makes managing medications easy, not overwhelming.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I built Pill Mom after my boyfriend kept pushing me to create something to help people manage their medications. He saw how common it was for people to forget doses, mix up refill dates, and lose track of which doctor prescribed what.<\/p>\n<p>Most reminder apps felt like glorified alarm clocks – cold, robotic, easy to ignore. I wanted something that felt more like having a caring friend who actually knows your medications and checks in on you.<\/p>\n<p>The pill bottle scanner came from frustration with typing out long drug names. Now you just snap a photo and the app reads the label for you.<\/p>\n<p>Would love to hear what features you’d want to see next. Happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@b1776\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"b1776\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@b1776<\/a> cool app man, will definetly try it out! Best of luck this launch (not too good though you’re only 3 spots behind me!) <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Smartwatch integration feels important here<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@miasantos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miasantos<\/a> Yes you’re absolutely right! Notifications sometimes get blocked or don’t arrive on time, a more reliable ping is an option that distracted people would certainly benefit from. Thanks for your comment Mia.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on your launch! Very useful product for those who take pills on time. \ud83d\ude80<\/p>\n<p>Gotta admire that demo vid you have there – extremely good.<\/p>\n<p>The character, the music, the pacing!<\/p>\n<p>Just perfect explanation of what the product is, who needs it, and how much does it cost! \ud83d\ude07<br \/>Keep up the great work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@avloss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avloss<\/a> Thank you, I just felt inspired but most of the credit goes to AI. I needed a character that makes a boring routine fun and energetic. A higher pitched, high energy voice seemed to be more convincing. Pill mom helps you stay accountable vis a vis your treatment. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Pill Mom looks amazing! The bottle scanning is genius. Does it handle different generic versions of the same medication okay? So cool!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/H75IRMEOKUOZ53\" class=\"app-title\">Sip Savvy<\/a><\/p>\n<div class=\"one-liner\">Find Hidden Gems on Any Wine List<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7OCR\u626b\u63cf\u9910\u5385\u9152\u5355\u5e76\u5229\u7528AI\u6bd4\u5bf9\u96f6\u552e\u4ef7\u8fdb\u884c\u52a0\u4ef7\u5206\u6790\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u7528\u9910\u573a\u666f\u4e2d\u5feb\u901f\u8bc6\u522b\u9ad8\u6027\u4ef7\u6bd4\u8461\u8404\u9152\uff0c\u907f\u514d\u76f2\u76ee\u70b9\u5355\u7684\u201c\u53e3\u888b\u4f8d\u9152\u5e08\u201d\u5e94\u7528\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0f426926-4a3b-4dd1-8749-a41ec05524f4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4a6be5d-7642-44d2-8ba3-075e75ac8f37.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8c6972aa-2d1a-4619-bc47-7a123e2942f7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e9e45150-5238-4a0d-97c5-2b6826001cc9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6e1d73f9-181b-4de3-9ce9-d85fc8ed7e12.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/217ac093-afa2-4137-a7bb-8125344d9991.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/L3b0UyYqeMw\"><source src=\"https:\/\/youtu.be\/L3b0UyYqeMw\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Wine<\/span><br \/>\n <span class=\"tag\">Drinking<\/span><br \/>\n <span class=\"tag\">Dining<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8461\u8404\u9152\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u9910\u996e\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u6bd4\u4ef7<\/span><br \/>\n <span class=\"tag\">OCR\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u51b3\u7b56\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u65b9\u5f0f<\/span><br \/>\n <span class=\"tag\">\u7cbe\u51c6\u6d88\u8d39<\/span><br \/>\n <span class=\"tag\">\u4f8d\u9152\u5e08<\/span><br \/>\n <span class=\"tag\">\u4ef7\u503c\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u70b9\u9152<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u9910\u684c\u4e0b\u75af\u72c2\u8c37\u6b4c\u201d\u75db\u70b9\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5e76\u5bf9OCR\u83dc\u5355\u626b\u63cf\u529f\u80fd\u8868\u793a\u8d5e\u8d4f\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1. \u5bf9\u6570\u636e\u51c6\u786e\u6027\uff08\u5982\u5e74\u4efd\u5dee\u5f02\u3001\u4ef7\u683c\u6765\u6e90\uff09\u548c\u5339\u914d\u903b\u8f91\u7684\u7591\u8651\uff1b2. \u5f3a\u70c8\u671f\u5f85\u589e\u52a0\u9910\u98df\u642d\u914d\u529f\u80fd\uff1b3. \u8ba4\u53ef\u4ef7\u503c\u8bc4\u5206\u548c\u52a0\u4ef7\u5206\u6790\u80fd\u6709\u6548\u6539\u53d8\u6d88\u8d39\u884c\u4e3a\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Sip Savvy \u7784\u51c6\u4e86\u4e00\u4e2a\u7cbe\u5de7\u7684\u7ec6\u5206\u5e02\u573a\u75db\u70b9\u2014\u2014\u9910\u5385\u9152\u5355\u7684\u4fe1\u606f\u4e0d\u5bf9\u79f0\u6ea2\u4ef7\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u521b\u9020\u4e00\u4e2a\u5168\u65b0\u7684\u9700\u6c42\uff0c\u800c\u662f\u5c06\u8461\u8404\u9152\u7231\u597d\u8005\u79c1\u4e0b\u8fdb\u884c\u7684\u3001\u7b28\u62d9\u7684\u6bd4\u4ef7\u8c03\u7814\uff08Google\u641c\u7d22\uff09\u8fc7\u7a0b\u4ea7\u54c1\u5316\u3001\u4f18\u96c5\u5316\u548c\u5373\u65f6\u5316\uff0c\u8bd5\u56fe\u5c06\u6d88\u8d39\u51b3\u7b56\u4ece\u201c\u4fe1\u4efb\u535a\u5f08\u201d\u626d\u8f6c\u4e3a\u201c\u6570\u636e\u9a71\u52a8\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u4f46\u62a4\u57ce\u6cb3\u4e0e\u98ce\u9669\u5e76\u5b58\u3002\u5176\u6838\u5fc3\u58c1\u5792\u5728\u4e8e\u4e24\u70b9\uff1a\u4e00\u662fOCR\u8bc6\u522b\u5728\u7eb7\u7e41\u590d\u6742\u7684\u9152\u5355\u6392\u7248\u4e0b\u7684\u51c6\u786e\u6027\u4e0e\u9c81\u68d2\u6027\uff1b\u4e8c\u662f\u5176\u80cc\u540e\u8461\u8404\u9152\u96f6\u552e\u4ef7\u683c\u6570\u636e\u5e93\u7684\u5e7f\u5ea6\u3001\u65f6\u6548\u6027\u4e0e\u6743\u5a01\u6027\u3002\u4ece\u521b\u59cb\u4eba\u7684\u56de\u590d\u770b\uff0c\u4ed6\u4eec\u91c7\u7528\u4e86\u201c\u786c\u7f16\u7801\u903b\u8f91\u201d\u548c\u4eba\u5de5\u63a8\u65ad\u6765\u5f25\u8865\u6570\u636e\u5339\u914d\u7684\u4e0d\u8db3\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u5176\u65e9\u671f\u9636\u6bb5\u7684\u8106\u5f31\u6027\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u9700\u8981\u6301\u7eed\u5582\u517b\u6570\u636e\u5e76\u4f18\u5316\u7b97\u6cd5\u7684\u6a21\u578b\uff0c\u89c4\u6a21\u6269\u5f20\u53ef\u80fd\u4f34\u968f\u8bef\u5dee\u7387\u7684\u63d0\u5347\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u7684\u8d28\u7591\u76f4\u51fb\u8981\u5bb3\uff1a\u8461\u8404\u9152\u4e16\u754c\u5b58\u5728\u5de8\u5927\u7684SKU\u590d\u6742\u5ea6\u3001\u5e74\u4efd\u5dee\u5f02\u548c\u533a\u57df\u4ef7\u683c\u6ce2\u52a8\u3002\u4ec5\u63d0\u4f9b\u201c\u4ef7\u503c\u5206\u6570\u201d\u800c\u672a\u80fd\u5145\u5206\u900f\u660e\u5316\u6570\u636e\u6765\u6e90\u548c\u8ba1\u7b97\u903b\u8f91\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u4e13\u4e1a\u7528\u6237\u6216\u9ad8\u4ef7\u9152\u6d88\u8d39\u8005\u7684\u4fe1\u4efb\u3002\u6b64\u5916\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u60f3\u8c61\u7a7a\u95f4\u76ee\u524d\u5c40\u9650\u4e8e\u5de5\u5177\u5c5e\u6027\uff0c\u7528\u6237\u4f7f\u7528\u9891\u6b21\u5929\u7136\u53d7\u9650\u4e8e\u5916\u51fa\u7528\u9910\u53ca\u70b9\u9152\u7684\u573a\u666f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u7cbe\u51c6\u6293\u4f4f\u4e86\u5f53\u4ee3\u6d88\u8d39\u8005\u201c\u62d2\u7edd\u4e3a\u4fe1\u606f\u5dee\u4e70\u5355\u201d\u7684\u5fc3\u7406\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6bd4\u4ef7\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u201c\u6d88\u8d39\u5e73\u6743\u201d\u7684\u5fc3\u7406\u6697\u793a\uff0c\u8d4b\u4e88\u7528\u6237\u8c08\u5224\uff08\u4e0e\u4f8d\u9152\u5e08\u4ea4\u6d41\uff09\u7684\u5e95\u6c14\u3002\u82e5\u80fd\u5728\u4fdd\u8bc1\u6838\u5fc3\u529f\u80fd\u51c6\u786e\u6027\u7684\u57fa\u7840\u4e0a\uff0c\u5411\u201c\u9910\u9152\u642d\u914d\u201d\u6216\u201c\u4e2a\u6027\u5316\u53e3\u5473\u63a8\u8350\u201d\u5ef6\u4f38\uff0c\u6216\u8bb8\u80fd\u4ece\u201c\u51b3\u7b56\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u9910\u996e\u4f53\u9a8c\u4f19\u4f34\u201d\uff0c\u6784\u5efa\u66f4\u6df1\u5c42\u7684\u7528\u6237\u7c98\u6027\u3002\u5f53\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u65f6\u523b\u7126\u8651\u7684\u4f18\u79c0MVP\uff0c\u4f46\u8981\u4ece\u201c\u6709\u7528\u201d\u5230\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u8fd8\u6709\u5f88\u957f\u7684\u6570\u636e\u4e0e\u4fe1\u4efb\u4e4b\u8def\u8981\u8d70\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Sip Savvy<\/span>\n <\/div>\n<div class=\"comment-content\">Stop panic-ordering the second cheapest bottle. \ud83c\udf77 Sip Savvy is your pocket sommelier that instantly analyzes restaurant wine lists to find the best value bottles. How it works: \ud83d\udcf8 Snap a photo \u2022 \ud83e\udde0 AI cross-references retail prices \u2022 \u2705 See “Value Scores” to spot gems and avoid markups. Features: Smart OCR on any menu \u2022 Real markup analysis per bottle \u2022 Personalized recommendations. Drink better. Spend smarter. Dine with confidence.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>“Stop panic-ordering the second cheapest bottle.” – haha, was just about to write a joke about that when realised you already have that as part of your description. \ud83d\ude04<\/p>\n<p>Does your app also matches food with wine?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@avloss \ud83e\udd23 funny because it\u2019s true! Then I always have buyer remorse when I see it\u2019s a $20 bottle that I just paid $60 for\u2026<\/p>\n<p>The descriptions of each wine we use Gemini to add which types of food it may go well with, but we\u2019ve discussed how to match actual menu items with the wine list. If it\u2019s requested enough we will add the feature!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>\ud83d\udc4b Hi Product Hunt!<\/strong><\/p>\n<p>I\u2019m Taylor. After 10+ years as a product engineer in tech, I\u2019m used to optimizing everything. But whenever I went out to dinner, I found myself stuck with two terrible options when the wine list arrived:<\/p>\n<ol>\n<li>\n<p><strong>Blindly trust the waiter:<\/strong> Which usually meant getting recommended a “house favorite” that was actually a mediocre bottle with a 400% markup.<\/p>\n<\/li>\n<li>\n<p><strong>Do the manual labor:<\/strong> Spend the first 15 minutes of the meal ignoring my date\/friends while I furiously Googled individual bottles under the table to check ratings and MSRP.<\/p>\n<\/li>\n<\/ol>\n<p>I wanted a third option. I wanted the data without the homework.<\/p>\n<\/p>\n<p>So, I built <strong>Sip Savvy<\/strong> with my friend <a href=\"https:\/\/www.producthunt.com\/@luke_mulcahy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"luke_mulcahy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_mulcahy<\/a>.<\/p>\n<\/p>\n<p>We didn’t want another app that scans <em>labels<\/em> (useless until you order). We built an <strong>OCR engine that reads the menu.<\/strong><\/p>\n<\/p>\n<p><strong>How it solves the dilemma:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Snap:<\/strong> Take a photo of the list.<\/p>\n<\/li>\n<li>\n<p><strong>Analyze:<\/strong> We cross-reference menu prices against real-world retail data instantly.<\/p>\n<\/li>\n<li>\n<p><strong>Decide:<\/strong> We highlight the “Hidden Gems”\u2014bottles with great ratings and fair pricing\u2014so you can order confidently in seconds, not minutes.<\/p>\n<\/li>\n<\/ul>\n<p><strong>We\u2019d love your feedback on:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>The Scan Accuracy:<\/strong> Try it on a photo of a menu from your camera roll.<\/p>\n<\/li>\n<li>\n<p><strong>The “Value Score”:<\/strong> Does knowing the markup change what you would order?<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.producthunt.com\/@luke_mulcahy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"luke_mulcahy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_mulcahy<\/a> and I will be here all day answering questions. Can\u2019t wait to hear what you think! \ud83c\udf77<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The ‘furiously Googling under the table’ visual is so relatable. \ud83d\ude02 <\/p>\n<\/p>\n<p>Love that you focused on OCR for the <em>menu<\/em> rather than just scanning labels\u2014that’s the real friction point before ordering. Congrats on the launch, Taylor!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@superchargeext thanks so much! Appreciate the support.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Sip Savvy is exactly what I need! Love the markup analysis feature. Does the AI account for vintage variations when calculating the value score? Super cool product!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jaydev13 yes! The value is based on the MSRP of the specific vintage that is showing on the menu. <\/p>\n<p>V2 will also have a fall back option to a wine average if the vintage MSRP\/current retail price is way higher than the average.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is actually really lovely =) I\u2019d 100% keep this on my phone as a go-to when I\u2019m staring at a wine list and feeling lost <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@marina_sysoeva thanks Marina! Let me know if you have any feedback or things we can improve.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool app <a href=\"https:\/\/www.producthunt.com\/@tayrob5\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"tayrob5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tayrob5<\/a> will definetly give it a spin this christmas. <\/p>\n<\/p>\n<p>All the best this launch! Just don’t go too hard as I see you’re only 4 places behind my own launch \ud83d\ude31 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@peter_van_doorn thank you! Congrats on your launch as well.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I want to love this but I\u2019m skeptical about the accuracy. There are like a million different wines out there, prices vary wildly between retailers and regions, and every restaurant formats their menus differently – some just say \u2018Bordeaux\u2019 without the vintage or producer. How are you actually pulling reliable pricing data and matching it correctly? Seems like there\u2019s a lot of room for error here.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@abod_rehman Yes! This was a tricky problem. We ended up having to hardcode some logic and think like a human would. For instance, if it\u2019s a reserve wine and there isn\u2019t the word reserve on the menu, then it\u2019s probably not the reserve. Also, what is most likely based on popularity and price point. At or slightly under MSRP happens and is fun to find, but likely it\u2019s not going to be 20% of MSRP etc.<\/p>\n<p>Still lots of work to go, but we got it to a point where it\u2019s right more than it is wrong for now. Will continue to try to improve it!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6EN3MK46QQREZI\" class=\"app-title\">LifeGrid<\/a><\/p>\n<div class=\"one-liner\">Connect your daily tasks to what actually matters<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">28<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LifeGrid\u662f\u4e00\u6b3e\u4e2a\u4eba\u89c4\u5212\u7cfb\u7edf\uff0c\u901a\u8fc7\u5c06\u65e5\u5e38\u4efb\u52a1\u4e0e\u4eba\u751f\u76ee\u6807\uff08\u751f\u6d3b\u9886\u57df\u3001OKRs\uff09\u76f4\u63a5\u5173\u8054\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u591a\u4e2a\u5de5\u5177\u95f4\u5207\u6362\u3001\u4efb\u52a1\u4e0e\u957f\u671f\u76ee\u6807\u8131\u8282\uff0c\u5bfc\u81f4\u5fd9\u788c\u5374\u65e0\u771f\u5b9e\u8fdb\u5c55\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cdb59726-0ea4-4e42-a60e-482b3e4967fc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d5250ac-b9bc-48c7-942b-1faad10ea8a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dfee4e30-4e6f-4ddb-bada-e422987bb1ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/138fc9b3-cdef-4a70-a2a4-462b3f4132d1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e0e56309-07a4-4322-a164-a81454cbefee.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8278feee-c970-4458-a9ed-159ea146d012.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4eba\u751f\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u76ee\u6807\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">OKR\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u64cd\u4f5c\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u4f18\u5148\u7ea7\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6218\u7565\u6267\u884c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u96c6\u4e2d\u4e8e\uff1a\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u5176\u4e2a\u4eba\u75db\u70b9\u7684\u5f00\u53d1\u521d\u8877\u4e0e\u6838\u5fc3\u8bbe\u8ba1\u54f2\u5b66\uff1b\u6709\u7528\u6237\u8be2\u95ee\u4e0eToggl\u7b49\u65f6\u95f4\u8ffd\u8e2a\u5de5\u5177\u7684\u533a\u522b\uff0c\u5f97\u5230\u201c\u89c4\u5212\u65f6\u95f4\u53bb\u5411\u201d\u4e0e\u201c\u8ffd\u8e2a\u65f6\u95f4\u53bb\u5411\u201d\u7684\u6f84\u6e05\uff1b\u53e6\u6709\u7528\u6237\u5bf9\u9700\u8981\u7ed1\u5b9a\u652f\u4ed8\u65b9\u5f0f\u624d\u80fd\u8bd5\u7528\u8868\u793a\u4e0d\u6ee1\uff0c\u5f00\u53d1\u8005\u8868\u793a\u4f1a\u8003\u8651\u6b64\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n LifeGrid\u7684\u91ce\u5fc3\u5e76\u975e\u518d\u9020\u4e00\u4e2a\u4efb\u52a1\u7ba1\u7406\u5668\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u4e2a\u4eba\u751f\u6d3b\u7684\u201c\u6218\u7565\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5728\u4e8e\u5bf9\u751f\u4ea7\u529b\u5de5\u5177\u5e95\u5c42\u903b\u8f91\u7684\u4e00\u6b21\u98a0\u8986\u6027\u5c1d\u8bd5\uff1a\u5c06\u4f20\u7edf\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\uff08\u4efb\u52a1\u9a71\u52a8\uff09\u7684\u7ba1\u7406\u6a21\u5f0f\uff0c\u626d\u8f6c\u4e3a\u201c\u81ea\u4e0a\u800c\u4e0b\u201d\uff08\u613f\u666f\u9a71\u52a8\uff09\u7684\u89c4\u5212\u6a21\u5f0f\u3002\u901a\u8fc7\u5f3a\u5236\u7528\u6237\u5148\u5b9a\u4e49\u201c\u751f\u6d3b\u9886\u57df\u201d\u548c\u201cOKRs\u201d\uff0c\u518d\u884d\u751f\u51fa\u9879\u76ee\u3001\u4e60\u60ef\u548c\u6bcf\u65e5\u4efb\u52a1\uff0c\u5b83\u5f3a\u884c\u5efa\u7acb\u4e86\u5fae\u89c2\u884c\u52a8\u4e0e\u5b8f\u89c2\u76ee\u6807\u7684\u56e0\u679c\u94fe\u6761\uff0c\u65e8\u5728\u6839\u6cbb\u201c\u6218\u672f\u4e0a\u7684\u52e4\u594b\u63a9\u76d6\u6218\u7565\u4e0a\u7684\u61d2\u60f0\u201d\u8fd9\u4e00\u73b0\u4ee3\u901a\u75c5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7406\u5ff5\u9887\u5177\u6d1e\u5bdf\u529b\uff0c\u4f46\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5b83\u8981\u6c42\u7528\u6237\u5177\u5907\u9ad8\u5ea6\u7684\u81ea\u6211\u8ba4\u77e5\u548c\u6218\u7565\u89c4\u5212\u80fd\u529b\uff0c\u8fd9\u5bf9\u8bb8\u591a\u5c1a\u5904\u4e8e\u76ee\u6807\u6a21\u7cca\u9636\u6bb5\u7684\u7528\u6237\u6784\u6210\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4ea7\u54c1\u53ef\u80fd\u5929\u7136\u7b5b\u9009\u51fa\u4e00\u6279\u9ad8\u8ba1\u5212\u6027\u7528\u6237\u3002\u5176\u6b21\uff0c\u5c06\u590d\u6742\u3001\u6d41\u52a8\u7684\u4eba\u751f\u5f3a\u884c\u7eb3\u5165\u201c\u751f\u6d3b\u9886\u57df\u2192OKR\u2192\u9879\u76ee\u2192\u4efb\u52a1\u201d\u7684\u521a\u6027\u6846\u67b6\uff0c\u662f\u5426\u4f1a\u5e26\u6765\u65b0\u7684\u7ba1\u7406\u8d1f\u62c5\u4e0e\u7126\u8651\uff1f\u5176\u201c\u6e05\u6670\u201d\u7684\u7ed3\u6784\u662f\u5426\u8db3\u4ee5\u5bb9\u7eb3\u751f\u6d3b\u7684\u5076\u7136\u6027\u4e0e\u521b\u9020\u6027\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u4e0eToggl\u7684\u5bf9\u6bd4\u6070\u6070\u70b9\u660e\u4e86\u5176\u5b9a\u4f4d\uff1a\u5b83\u4e0d\u662f\u4e8b\u540e\u5206\u6790\u7684\u65f6\u95f4\u4f1a\u8ba1\uff0c\u800c\u662f\u4e8b\u524d\u51b3\u7b56\u7684\u6218\u7565\u53c2\u8c0b\u3002\u7136\u800c\uff0c\u521b\u59cb\u4eba\u201c\u4e3a\u81ea\u5df1\u800c\u5efa\u201d\u7684\u80cc\u666f\u65e2\u662f\u5176\u8bbe\u8ba1\u6df1\u5ea6\u7684\u6765\u6e90\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u666e\u9002\u6027\u7684\u76f2\u70b9\u3002\u7528\u6237\u5173\u4e8e\u8bd5\u7528\u6d41\u7a0b\u7684\u62b1\u6028\uff0c\u5219\u63ed\u793a\u4e86\u5176\u4f5c\u4e3a\u4e00\u6b3e\u4ed8\u8d39\u751f\u4ea7\u529b\u5de5\u5177\u5728\u589e\u957f\u7b56\u7565\u4e0a\u7684\u7ecf\u5178\u56f0\u5883\u2014\u2014\u5982\u4f55\u5728\u964d\u4f4e\u4f53\u9a8c\u95e8\u69db\u4e0e\u4fdd\u969c\u5546\u4e1a\u53ef\u6301\u7eed\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cLifeGrid\u662f\u4e00\u6b3e\u7406\u5ff5\u5148\u884c\u7684\u201c\u89c2\u70b9\u578b\u4ea7\u54c1\u201d\u3002\u5b83\u672a\u5fc5\u9002\u5408\u6240\u6709\u4eba\uff0c\u4f46\u5bf9\u4e8e\u90a3\u4e9b\u6df1\u53d7\u76ee\u6807\u4e0e\u6267\u884c\u8131\u8282\u4e4b\u82e6\u3001\u6e34\u671b\u7cfb\u7edf\u6027\u5bf9\u9f50\u751f\u6d3b\u4e0e\u884c\u52a8\u7684\u7528\u6237\u800c\u8a00\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u503c\u5f97\u6df1\u5165\u5c1d\u8bd5\u7684\u4e25\u8083\u6846\u67b6\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u8fd9\u4e2a\u6846\u67b6\u5728\u957f\u671f\u4f7f\u7528\u4e2d\uff0c\u662f\u6210\u4e3a\u4e00\u79cd\u89e3\u653e\u601d\u60f3\u7684\u201c\u64cd\u4f5c\u7cfb\u7edf\u201d\uff0c\u8fd8\u662f\u53e6\u4e00\u79cd\u9700\u8981\u7cbe\u5fc3\u7ef4\u62a4\u7684\u201c\u7cfb\u7edf\u8d1f\u62c5\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LifeGrid<\/span>\n <\/div>\n<div class=\"comment-content\">LifeGrid connects your daily tasks to your life goals through three layers: Strategy (Life Areas + OKRs) Tactics (Projects + Habits) Action (Daily Focus). LifeGrid is an operating system for your life. Ensuring every task you complete moves you toward your goals.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey Product Hunt \ud83d\udc4b I just shipped something I’ve wanted to exist for years.<\/strong><\/p>\n<p>I’ll be upfront: I broke the classic founder rule of “don’t build for yourself.” But I’d been waiting for someone else to solve this problem, and year after year, nothing showed up that worked the way I needed. So I finally built it.<\/p>\n<p><strong>The product:<\/strong> <a href=\"https:\/\/lifegrid.do\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">LifeGrid<\/a> is a personal planning system designed to force a real connection between your long-term priorities and what you actually spend your time on each day.<\/p>\n<p><strong>The problem it solves:<\/strong><\/p>\n<p>For years, I kept bumping into the same frustrating question: <em>Is what I’m doing today actually moving me toward the things that matter in my life?<\/em><\/p>\n<p>And I never had a good answer.<\/p>\n<p>My tasks lived in one app. My goals lived in another. My habits were tracked somewhere else. None of them talked to each other. I’d finish a productive week, check off dozens of tasks, and still feel like I hadn’t made real progress on the things I cared about most.<\/p>\n<p>The problem wasn’t a lack of tools. The problem was that none of those tools started with the right question: <em>What actually matters to you, and how does today’s work serve that?<\/em><\/p>\n<p><strong>How LifeGrid works:<\/strong><\/p>\n<p>LifeGrid flips the typical productivity approach. Instead of starting with tasks and hoping they roll up into something meaningful, you start at the top and work down.<\/p>\n<p>First, you define your Life Areas: the domains that matter to you. Health, career, relationships, finances, personal growth, whatever is real for your life.<\/p>\n<p>Then you set OKRs (Objectives and Key Results) within each Life Area. These are your goals with measurable outcomes attached.<\/p>\n<p>From there, you create Projects and Habits that directly support those OKRs. Every project and every habit is explicitly anchored to a life area and objective.<\/p>\n<p>The result: instead of juggling a scattered collection of tasks across multiple apps, you get a single prioritized queue for your entire life. You can see at a glance what’s getting attention and, more importantly, what’s being neglected.<\/p>\n<p>Weekly planning becomes the moment where you decide what deserves your focus. Daily planning becomes the control point for what actually enters your day. And because everything traces back to your life priorities, you always know <em>why<\/em> you’re doing what you’re doing.<\/p>\n<p><strong>Two features I really like:<\/strong><\/p>\n<p><strong>Defer:<\/strong> Not every task is ready to be worked on right now. Maybe you’re waiting for information, or the timing just isn’t right. Deferring lets you “snooze” tasks until a specific date. They disappear from your queue and resurface automatically when they’re relevant. It keeps your focus on what’s actually actionable today without losing track of future work.<\/p>\n<p><strong>Delegate:<\/strong> When someone else needs to take action, you can hand off the task while keeping it in your system. Delegated tasks live in a “Waiting on Others” view, and you can set follow-up dates so the task resurfaces when it’s time to check on progress. You stay accountable for work you’ve handed off without it cluttering your active queue.<\/p>\n<p><strong>The core philosophy:<\/strong><\/p>\n<p>Your to-do list should serve your life vision, not the other way around.<\/p>\n<p>Most productivity systems treat tasks as the atomic unit. LifeGrid treats your life priorities as the foundation: Life Areas \u2192 OKRs \u2192 Projects and Habits \u2192 Tasks. It’s a small shift in structure, but it changes everything about how planning feels.<\/p>\n<p><strong>I’d genuinely love your feedback.<\/strong><\/p>\n<p>This has been a solo project born out of personal frustration, and I know it won’t be perfect out of the gate. If you try it and something doesn’t click, I want to hear about it.<\/p>\n<p>14-day free trial to explore everything. And if you decide to stick around after that, the coupon code <strong>LaunchParty<\/strong> gets you 20% off.<\/p>\n<p>\ud83d\udd17 <a href=\"http:\/\/lifegrid.do\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">lifegrid.do<\/a><\/p>\n<p>Thanks for reading, and for any feedback you’re willing to share. \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is it similar to Toggl? Or? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> <br \/>Good question! Toggl tracks <em>where<\/em> your time went. <br \/>LifeGrid helps you decide <em>where<\/em> your time should go, i.e what matters to you. <\/p>\n<p>Different problems, both useful depending on what you need.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice idea and clean concept.<\/p>\n<p>A bit unfortunate there\u2019s no free access without trial to explore it first.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for the feedback <a href=\"https:\/\/www.producthunt.com\/@miasantos\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"miasantos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miasantos<\/a> <br \/>We do offer a 14-day trial, though you’re right that it requires signing up with a payment method. Totally fair point, it’s something we’ll keep in mind.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/O2ISVWE6DJ2DI4\" class=\"app-title\">aicofounder.com<\/a><\/p>\n<div class=\"one-liner\">Make something people actually want<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">25<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u521b\u4e1a\u8005\u63d0\u4f9b\u7ed3\u6784\u5316\u8def\u5f84\u7684AI\u534f\u540c\u5e73\u53f0\uff0c\u901a\u8fc7\u6574\u5408\u5e02\u573a\u7814\u7a76\u3001\u9700\u6c42\u9a8c\u8bc1\u3001\u7f51\u7ad9\u521b\u5efa\u7b49\u5de5\u5177\uff0c\u5728\u4ece\u521b\u610f\u5230\u4ea7\u54c1\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u89e3\u51b3\u9a8c\u8bc1\u4e0d\u8db3\u3001\u65b9\u5411\u504f\u79bb\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5e2e\u52a9\u521b\u59cb\u4eba\u907f\u514d\u6253\u9020\u201c\u65e0\u4eba\u95ee\u6d25\u201d\u7684\u4ea7\u54c1\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/586b01f1-172c-4ed0-8535-4e86c17b5f43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6cab17e3-d247-46b1-8ce5-3d36214f23d3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c2e96b6f-7d63-4b3a-b518-b7500c6a2d7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6206af42-2374-4ece-bad8-9edaba0ffda2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/43155390-a6f9-40be-9f6b-044e071df668.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=tMl588aZLk0\"><source src=\"https:\/\/www.youtube.com\/watch?v=tMl588aZLk0\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Maker Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u521b\u4e1a\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u7cbe\u76ca\u521b\u4e1a<\/span><br \/>\n <span class=\"tag\">\u9700\u6c42\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5185\u5bb9<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1\u6846\u67b6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u80af\u5b9a\u5176\u5e26\u6765\u7684\u6e05\u6670\u5ea6\u548c\u9a8c\u8bc1\u4ef7\u503c\uff0c\u80fd\u907f\u514d\u65e0\u6548\u5f00\u53d1\u3001\u8282\u7701\u65f6\u95f4\u3002\u6b63\u9762\u8bc4\u4ef7\u96c6\u4e2d\u5728\u7ed3\u6784\u5316\u6307\u5bfc\u3001\u514d\u8d39\u5c42\u6177\u6168\u3002\u5efa\u8bae\/\u95ee\u9898\u5305\u62ec\uff1a\u4ef7\u683c\u76f8\u5bf9\u7ade\u54c1\u8f83\u9ad8\uff0c\u90e8\u5206\u529f\u80fd\u53ef\u901a\u8fc7\u901a\u7528AI\u5b9e\u73b0\uff1b\u65e9\u671f\u7248\u672c\u754c\u9762\u590d\u6742\uff0c\u73b0\u5df2\u4f18\u5316\u7b80\u5316\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n aicofounder.com \u7684\u672c\u8d28\uff0c\u5e76\u975e\u4e00\u4e2a\u6280\u672f\u98a0\u8986\u6027\u7684AI\u6a21\u578b\uff0c\u800c\u662f\u4e00\u4e2a\u5c06\u7cbe\u76ca\u521b\u4e1a\u65b9\u6cd5\u8bba\u4e0e\u73b0\u6709AI\u80fd\u529b\u8fdb\u884c\u6df1\u5ea6\u6574\u5408\u7684\u201c\u6d41\u7a0b\u5f15\u64ce\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5bf9\u6297\u521b\u59cb\u4eba\u5929\u751f\u7684\u201c\u89e3\u51b3\u65b9\u6848\u8ff7\u604b\u201d\u548c\u8ba4\u77e5\u504f\u5dee\uff0c\u901a\u8fc7\u5f3a\u5236\u6027\u7684\u7ed3\u6784\u5316\u6b65\u9aa4\uff08\u5982\u5148\u8fdb\u884c\u793e\u4ea4\u5a92\u4f53\u9700\u6c42\u641c\u7d22\u518d\u751f\u6210\u7f51\u7ad9\uff09\uff0c\u5c06\u6a21\u7cca\u7684\u7075\u611f\u8f6c\u5316\u4e3a\u53ef\u6d4b\u8bd5\u7684\u5047\u8bbe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u6293\u4f4f\u4e86\u5f53\u524dAI\u5e94\u7528\u5c42\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u901a\u7528\u5927\u6a21\u578b\u80fd\u529b\u5f3a\u5927\u4f46\u8fc7\u7a0b\u201c\u6df7\u4e71\u4e0e\u5206\u6563\u201d\uff0c\u800c\u4e13\u4e1a\u7528\u6237\u9700\u8981\u7684\u662f\u53ef\u91cd\u590d\u3001\u53ef\u4f9d\u8d56\u7684\u5de5\u4f5c\u6d41\u3002\u5b83\u5c06ChatGPT\u7b49\u5de5\u5177\u53ef\u80fd\u5b9e\u73b0\u7684\u96f6\u6563\u529f\u80fd\uff0c\u5c01\u88c5\u6210\u9488\u5bf9\u521b\u4e1a\u7279\u5b9a\u573a\u666f\u7684\u201c\u64cd\u4f5c\u6e05\u5355\u201d\uff0c\u964d\u4f4e\u4e86\u8ba4\u77e5\u8d1f\u8377\u548c\u6267\u884c\u95e8\u69db\u3002\u8d85\u8fc720,000\u540d\u7528\u6237\u7684\u91c7\u7528\uff0c\u4fa7\u9762\u5370\u8bc1\u4e86\u5e02\u573a\u5bf9\u8fd9\u79cd\u201cAI\u52a0\u6301\u7684\u521b\u4e1a\u811a\u624b\u67b6\u201d\u5b58\u5728\u5f3a\u70c8\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u201c\u62a4\u680f\u201d\u4ef7\u503c\u4e0e\u201c\u7075\u6d3b\u6027\u201d\u4e4b\u95f4\u5b58\u5728\u5929\u7136\u5f20\u529b\uff0c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u521b\u4e1a\u8005\u53ef\u80fd\u89c9\u5f97\u6d41\u7a0b\u675f\u7f1a\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u6307\u51fa\u7684\u201c\u4ef7\u683c\u201d\u95ee\u9898\u89e6\u53ca\u6838\u5fc3\uff1a\u5f53\u7528\u6237\u5df2\u8ba2\u9605\u529f\u80fd\u5f3a\u5927\u7684\u901a\u7528AI\u65f6\uff0c\u4e3a\u7279\u5b9a\u5de5\u4f5c\u6d41\u652f\u4ed8\u989d\u5916\u8d39\u7528\u7684\u610f\u613f\u9608\u503c\u5f88\u9ad8\u3002\u5e73\u53f0\u5fc5\u987b\u6301\u7eed\u8bc1\u660e\u5176\u6574\u5408\u5e26\u6765\u7684\u6548\u7387\u63d0\u5347\u548c\u51b3\u7b56\u4f18\u5316\uff0c\u8fdc\u8d85\u7528\u6237\u81ea\u884c\u7ec4\u5408\u5de5\u5177\u7684\u6210\u672c\u3002\u6700\u540e\uff0c\u5176\u62a4\u57ce\u6cb3\u5728\u4e8e\u5bf9\u521b\u4e1a\u6d41\u7a0b\u7684\u6df1\u523b\u7406\u89e3\u548c\u6301\u7eed\u8fed\u4ee3\u7684\u6570\u636e\u53cd\u9988\uff0c\u800c\u975eAI\u6280\u672f\u672c\u8eab\u3002\u82e5\u4e0d\u80fd\u5c06\u7528\u6237\u884c\u4e3a\u6570\u636e\u8f6c\u5316\u4e3a\u66f4\u7cbe\u51c6\u7684\u6d1e\u5bdf\u548c\u5efa\u8bae\uff0c\u5b83\u53ef\u80fd\u6700\u7ec8\u53ea\u662f\u4e00\u4e2a\u8bbe\u8ba1\u826f\u597d\u7684\u6a21\u677f\u96c6\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u7cbe\u51c6\u5207\u5165\u5229\u57fa\u5e02\u573a\u7684\u5b9e\u7528\u578b\u4ea7\u54c1\uff0c\u5b83\u7528AI\u89e3\u51b3\u4e86\u201c\u5982\u4f55\u6b63\u786e\u601d\u8003\u201d\u7684\u95ee\u9898\uff0c\u800c\u975e\u201c\u5982\u4f55\u66f4\u5feb\u7f16\u7801\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u662f\u5bf9\u201c\u7ed3\u6784\u5316AI\u4ee3\u7406\u5de5\u4f5c\u6d41\u201d\u8fd9\u4e00\u5546\u4e1a\u6a21\u5f0f\u53ef\u884c\u6027\u7684\u91cd\u8981\u8bd5\u91d1\u77f3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">aicofounder.com<\/span>\n <\/div>\n<div class=\"comment-content\">aicofounder gives you the structure you have been looking for to go from idea to a product people actually want. Over 20,000 founders research and build their product with their AI cofounder.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hej! We are the Swedish brothers behind <a href=\"http:\/\/aicofounder.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">aicofounder.com<\/a><\/p>\n<\/p>\n<p>As founders building products, we were looking for a better way to go from idea to product without missing crucial steps along the way like proper market research and idea validation.<\/p>\n<\/p>\n<p>Building with general LLMs is messy and scattered, which results in many founders spending months building something nobody wants. So we decided to build an AI cofounder specifically designed to help founders go from idea to a product people actually want.<\/p>\n<\/p>\n<p>aicofounder currently helps over 20,000 founders research, build, and market their products.<\/p>\n<\/p>\n<p>The platform contains 5 phases: Ideation -> Research -> Solution -> Website -> Marketing<\/p>\n<\/p>\n<p>Each phase with tools to help you:<\/p>\n<ul>\n<li>\n<p>Find real demand by searching social media with AI agents<\/p>\n<\/li>\n<li>\n<p>Build a website to validate demand before building your product<\/p>\n<\/li>\n<li>\n<p>Generate social media content to drive traffic to your website and confirm demand with real signups<\/p>\n<\/li>\n<\/ul>\n<p>We have a generous free tier (credits renew daily), so give it a try if:<\/p>\n<ul>\n<li>\n<p>You want to build a product but need help finding a good idea<\/p>\n<\/li>\n<li>\n<p>You\u2019re sitting on a business idea but not sure where to start or if it has real potential<\/p>\n<\/li>\n<\/ul>\n<p>We\u2019re here all day to answer any questions you have!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@felixheikka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@felixheikka<\/a> <\/p>\n<\/p>\n<p>Love the tool and it has been ultra helpful in clearly articulating each area of the business. Good luck guys<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>aicofounder helped me so much this year. Thanks so much for this incredible product. For all the clarity it brought to my solopreneur journey. Outstanding value for the price. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jonaskamber\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jonaskamber<\/a> That’s awesome to hear, Jonas! I’m really glad to hear it provided value to you as a solopreneur. Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of the most important parts of building a product is actually validating that you have a way to reach paying customers. With aicofounder I was actually able to see that I did NOT have this for my idea. Disappointing of course, but it saved me so much time. Getting to that point in days before writing a single line of code. I will pivot and keep working on figuring out what the right product is AND how to market it. But I\u2019m glad to have this tool to help me in the process. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>aicofounder is great!! Stops you falling into the classic trap of solutionising too early \/ betting everything on your product without first validating the problem and sizing the market. <\/p>\n<\/p>\n<p>I think its a bit pricier for what you get as technically you could coax the same results of a Claude\/ChatGPT subscription (and most people trying this probably have one of those paid already)…. but way cheaper than investing in a startup without validation AND there’s a generous free tier.<\/p>\n<\/p>\n<p>I also love how its evolved – back when it was called ‘buildpad’ there were way more phases and a spider diagram that was a lot more confusing. It’s much clearer and more focussed now.<\/p>\n<\/p>\n<p>Congrats on launching Felix and team!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/RYGNATD3KCD47S\" class=\"app-title\">LARA | AI That Runs & Optimizes Ads<\/a><\/p>\n<div class=\"one-liner\">AI Agent to Run, Optimize & Scale Meta Ads for Founders<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">19<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LARA\u662f\u4e00\u6b3e\u901a\u8fc7\u7b80\u5355\u804a\u5929\u63a7\u5236\u7684\u81ea\u4e3bAI\u5e7f\u544a\u4ee3\u7406\uff0c\u4e13\u4e3a\u521b\u59cb\u4eba\u8bbe\u8ba1\uff0c\u5728Meta\u5e73\u53f0\u4e0a\u81ea\u52a8\u8fd0\u884c\u3001\u4f18\u5316\u548c\u6269\u5c55\u5e7f\u544a\uff0c\u89e3\u51b3\u4e86\u5c0f\u4f01\u4e1a\u4e3b\u7f3a\u4e4f\u65f6\u95f4\u548c\u4e13\u4e1a\u77e5\u8bc6\u8fdb\u884c\u590d\u6742\u3001\u624b\u52a8\u5e7f\u544a\u7ba1\u7406\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4bf13248-eed6-461e-99ea-cf1ee0aa2596.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c306bfa2-1c64-40b1-91cf-d017a1455994.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb31e1a8-7838-4294-a575-d2bed2a072e1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ffaed1bb-54d8-41e0-b8d3-7aa8b8d8c27e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/75f81d0c-1e37-4822-9005-86da4e8caca9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19e93dd9-55e9-4dca-b787-c993d659ff60.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e31e44b7-6f48-4e74-ad39-7d477e455d02.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/071b2264-70ee-403c-bfeb-3da3921f2e7b.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/22ad4226ebf44f17819b38c14dd8f9e4\"><source src=\"https:\/\/www.loom.com\/share\/22ad4226ebf44f17819b38c14dd8f9e4\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Advertising<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">YouTube<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5e7f\u544a\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">Meta\u5e7f\u544a\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u4ea4\u4e92\u5e7f\u544a\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5e7f\u544a\u521b\u610f\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u53d7\u4f17\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u5168\u5929\u5019\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5370\u5c3c\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u64cd\u4f5c<\/span><br \/>\n <span class=\"tag\">\u7ee9\u6548\u8425\u9500<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u521b\u59cb\u4eba\u4eb2\u8ff0\u89e3\u51b3\u201c\u624b\u52a8\u3001\u5b64\u72ec\u201d\u8425\u9500\u7684\u75db\u70b9\u3002\u4ea7\u54c1\u88ab\u8d5e\u4e3a\u201c\u6539\u53d8\u6e38\u620f\u89c4\u5219\u201d\uff0c\u80fd\u964d\u4f4eCPA\uff0c\u50cf\u62e5\u6709\u5168\u804c\u5e7f\u544a\u4e70\u624b\u3002\u6838\u5fc3\u5efa\u8bae\u805a\u7126\u4e8e\uff1a\u5982\u4f55\u5efa\u7acb\u7528\u6237\u5bf9AI\u7ba1\u7406\u5e7f\u544a\u9884\u7b97\u7684\u4fe1\u4efb\uff0c\u4ee5\u53ca\u5982\u4f55\u4ece\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u7684\u5de5\u5177\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n LARA\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u75bc\u75db\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u8d44\u6e90\u6709\u9650\u3001\u5374\u4e0d\u5f97\u4e0d\u4f9d\u8d56\u6570\u5b57\u5e7f\u544a\u7684\u4e2d\u5c0f\u4f01\u4e1a\u4e3b\u4e0e\u4e2a\u4f53\u521b\u4e1a\u8005\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\u6027\u7a81\u7834\uff0c\u800c\u662f\u4f53\u9a8c\u4e0e\u5de5\u4f5c\u6d41\u7684\u91cd\u6784\u2014\u2014\u7528\u804a\u5929\u754c\u9762\u53d6\u4ee3\u590d\u6742\u7684\u5e7f\u544a\u4eea\u8868\u76d8\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u964d\u7ef4\u6253\u51fb\u201d\uff0c\u5c06\u4e13\u4e1a\u5a92\u4f53\u4e70\u624b\u7684\u64cd\u4f5c\u903b\u8f91\u5c01\u88c5\u6210\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u201c\u4fe1\u4efb\u201d\u662f\u6700\u5927\u62e6\u8def\u864e\u3002\u5c06\u771f\u91d1\u767d\u94f6\u7684\u5e7f\u544a\u9884\u7b97\u4ea4\u7ed9\u4e00\u4e2a\u201c\u9ed1\u7bb1\u201dAI\u4f18\u5316\uff0c\u9700\u8981\u6781\u5f3a\u7684\u6548\u679c\u80cc\u4e66\u548c\u900f\u660e\u5ea6\u673a\u5236\uff0c\u4ec5\u9760\u201c\u50cf\u961f\u53cb\u201d\u7684\u60c5\u611f\u724c\u8fdc\u8fdc\u4e0d\u591f\u3002\u5176\u6b21\uff0c\u5176\u201c\u5168\u5929\u5019\u4f18\u5316\u201d\u7684\u6838\u5fc3\u5356\u70b9\uff0c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7b97\u6cd5\u5728Meta\u5e7f\u544a\u751f\u6001\u5185\u7684\u4f18\u5316\u6548\u7387\uff0c\u8fd9\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u5782\u76f4\u9886\u57df\u80fd\u5426\u6301\u7eed\u4ea7\u751f\u4f18\u52bf\uff0c\u6709\u5f85\u9a8c\u8bc1\u3002\u8bc4\u8bba\u4e2d\u7528\u6237\u76f4\u63a5\u63d0\u51fa\u7684\u201c\u5982\u4f55\u5efa\u7acb\u4fe1\u4efb\u201d\u548c\u201c\u5982\u4f55\u53d8\u5f97\u4e0d\u53ef\u6216\u7f3a\u201d\u4e24\u4e2a\u95ee\u9898\uff0c\u6070\u6070\u6233\u4e2d\u4e86\u4ea7\u54c1\u5f53\u524d\u6700\u8106\u5f31\u7684\u8f6f\u808b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ece\u5370\u5c3c\u5e02\u573a\u8d77\u6b65\u662f\u660e\u667a\u7684\u7b56\u7565\uff0c\u5f53\u5730\u6709\u5927\u91cf\u4e9f\u5f85\u6570\u5b57\u5316\u7684\u4e2d\u5c0f\u5546\u5bb6\uff0c\u4e14\u7ade\u4e89\u73af\u5883\u53ef\u80fd\u76f8\u5bf9\u5bbd\u677e\u3002\u4f46\u201c\u8001\u5976\u5976\u65b9\u6cd5\u201d\u5851\u9020\u7684\u6781\u81f4\u6613\u7528\u6027\uff0c\u5728\u5411\u66f4\u6210\u719f\u3001\u66f4\u590d\u6742\u7684\u5e02\u573a\u6269\u5f20\u65f6\uff0c\u53ef\u80fd\u4f1a\u4e0e\u5e7f\u544a\u4e3b\u5bf9\u6df1\u5ea6\u63a7\u5236\u548c\u6570\u636e\u5206\u6790\u7684\u9700\u6c42\u4ea7\u751f\u51b2\u7a81\u3002LARA\u7684\u5b9a\u4f4d\u66f4\u50cf\u662f\u201c\u5e7f\u544a\u81ea\u52a8\u9a7e\u9a76\u8f85\u52a9\u201d\uff0c\u800c\u975e\u201c\u5168\u81ea\u52a8\u9a7e\u9a76\u201d\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u5728\u4e8eAI\u662f\u5426\u6bd4\u8d44\u6df1\u4f18\u5316\u5e08\u66f4\u806a\u660e\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u572880%\u7684\u5e38\u89c4\u573a\u666f\u4e2d\uff0c\u53ef\u9760\u5730\u66ff\u4ee3\u4eba\u529b\uff0c\u5e76\u8ba9\u521b\u59cb\u4eba\u6562\u4e8e\u653e\u624b\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u627e\u5230\u4e86\u6b63\u786e\u7684\u8d77\u70b9\uff0c\u4f46\u901a\u5f80\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u4e4b\u8def\uff0c\u4ecd\u9700\u7528\u6301\u7eed\u7684\u3001\u53ef\u91cf\u5316\u7684ROI\u6765\u8bf4\u8bdd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LARA | AI That Runs & Optimizes Ads<\/span>\n <\/div>\n<div class=\"comment-content\">LARA is your always-on AI ads partner, built so you can focus on growing your business instead of managing ads. It\u2019s an autonomous AI agent for Meta Ads that you control through simple chat\u2014no dashboards. LARA works in English and Bahasa Indonesia, generates ad creatives or uses yours, builds smart audiences including retargeting, launches lead and sales campaigns, and optimizes 24\/7 by cutting losing ads and scaling winners.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi! I’m Michelle. I started as a solo online seller selling on Amazon and Shopify selling home fragrance products, my brand grew from 0 to 6 digits in a year. <a href=\"https:\/\/www.youtube.com\/watch?v=1iK9Y54K0zc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Won Best Innovation Award at CES Las Vegas 2020<\/a> by Reviewed.com, and also ran a Team Favorites project on <a href=\"https:\/\/www.producthunt.com\/@indiegogo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@indiegogo<\/a> .<\/p>\n<p>I ran ads myself, I checked performance obsessively. One person. One laptop. Too many tabs open at 2 a.m. LOL with no backup. Oftentimes I second-guessed every decision because one wrong move meant wasted money.<\/p>\n<p>What frustrated me most wasn\u2019t effort \u2014 it was how manual and lonely performance marketing felt. So together with some friends, I built LARA. Not as a \u201ctool\u201d. <br \/>But as the teammate I wished I had when I was doing everything alone. <\/p>\n<p>We\u2019re building LARA from Indonesia, for sellers globally who don\u2019t have time, teams, or endless budgets \u2014 but still want real results. <\/p>\n<p>What LARA does: <br \/>– AI digital marketing agent <br \/>– Launches and manages Meta ads through chat <br \/>– Creates audience (especially retargeting audience) <br \/>– Continuously optimizes your campaigns (and scales whatever works for you) <br \/>– All updates are sent to you via Whatsapp like “Your campaign is live” <\/p>\n<p>Who it\u2019s for <br \/>– Solo founders and small teams running online businesses (much like myself!) <br \/>– Ecommerce sellers tired of manual ad work <br \/>– Service industry business owners who want to get more leads <br \/>basically founders who understand marketing matters, but don\u2019t want it to consume their lives <\/p>\n<p>If you\u2019ve run ads before, we\u2019d love your thoughts on: <br \/>– What feels unclear or unnecessary? <br \/>– What would make you trust an AI with your ad budget? <br \/>– What would make this indispensable, not just \u201cnice to have\u201d? <\/p>\n<p>For the product hunt community, we have free credits so you can go ahead and try LARA today.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>20<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone! \ud83d\udc4b I\u2019m Rachel, the Product Lead behind <a href=\"https:\/\/www.producthunt.com\/products\/lara-ai-that-runs-optimizes-ads\" target=\"_blank\" rel=\"noopener\">@LARA | AI That Runs & Optimizes Ads<\/a><\/p>\n<\/p>\n<p>We started this because so many small business owners in Indonesia <em>exhausted<\/em>. They\u2019re forced to handle products, operations, customers, content, and ads all by themselves. Meta Ads dashboard in particular feels complicated, stressful, and easy to get wrong.<\/p>\n<\/p>\n<p>So we\u2019re building an AI assistant that helps sellers launch and run Meta ads simply by chatting. They don’t have to have ads knowledge or going to complicated dashboards.<\/p>\n<\/p>\n<p>From day one, we tested this directly with real sellers. We sat with moms running SMEs businesses and sellers from smaller cities, even remote areas like Papua, and walked through the product together. A lot of things didn\u2019t work well at first \ud83d\ude05 but their feedback helped us keep simplifying and improving it.<\/p>\n<\/p>\n<p>Here you can see some photos of our team working side by side with these moms! That hands-on process really shaped how the product works. Internally, we call this the \u201cgrandma method\u201d. If someone with no tech or ads background can use it comfortably, then we know we\u2019re building it right.<\/p>\n<\/p>\n<p>Our hope is simple that more SME sellers can finally use ads without feeling tired, overwhelmed, or left behind \ud83d\ude4f<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/44366e9d-8e21-4cf7-98aa-b34e30b6e7e9.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1760beef-0304-4941-bda6-e5b0143ec0e6.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rachel_larasati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rachel_larasati<\/a> And we are incredibly grateful for all the early feedback that helped us shape what LARA is today. Feedback from all these moms we met on the road were brutal but very honest. I still remember how overwhelmed Krisna got \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rachel_larasati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rachel_larasati<\/a> Proud of the team and grateful for the journey so far. Excited to learn from the feedback and keep building.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rachel_larasati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rachel_larasati<\/a> Designing tools while thinking \u201cGrandma\/Mom should understand this\u201d is not an easy task, and that is the most exciting one. If a Grandma\/Mom feels overwhelmed using it, then it\u2019s just bad design. Personally, I don\u2019t want to grow older and feel scared of new tech either. \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>LARA has been a game-changer for our workflow. I used to spend hours lost in Meta\u2019s dashboard trying to figure out why my ads weren’t performing. Since switching to LARA, I manage everything through chat, and the 24\/7 optimization has significantly lowered our CPA. It really feels like having a full-time media buyer on the team!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We also made a short YouTube video showing how LARA can super charge your ads. <br \/>Would love for you to check it out <\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=yB1AxmJsYrQ\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">This AI runs your ads so you dont have to | LARA<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vinay_kamal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vinay_kamal<\/a> I’m excited to see how people use LARA and what we can learn from them!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EHHF6KSLOCDS5P\" class=\"app-title\">AccuKnox [Gen-AI CNAPP Security]<\/a><\/p>\n<div class=\"one-liner\">Secure At Scale, Inside All Stacks, All Apps, Anywhere.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">17<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>AccuKnox\u662f\u4e00\u6b3e\u96c6\u6210AI\u7684\u4e91\u539f\u751f\u5e94\u7528\u4fdd\u62a4\u5e73\u53f0\uff0c\u901a\u8fc7\u5728\u6784\u5efa\u5230\u8fd0\u884c\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\u4e2d\u5b9e\u65bd\u4e3b\u52a8\u5b89\u5168\u9632\u62a4\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u5728\u591a\u4e91\u3001\u6df7\u5408\u4e91\u53caAI\u73af\u5883\u4e2d\u5b89\u5168\u5de5\u5177\u788e\u7247\u5316\u3001\u54cd\u5e94\u6ede\u540e\u548c\u5408\u89c4\u590d\u6742\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9c49d3a-6772-4f71-afe8-76e4eddb7217.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/275dea4e-d4f9-4527-86cb-3414fbf5c035.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71290f75-0085-4bf2-86dc-2ad403d8c946.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/844d1a30-3d13-48c5-aaf3-9a5850e828f0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/086e047f-6b1f-4fea-b940-ad57de7ad00b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/28bb7c34-9017-4dd3-b3b9-c5f8e28acec3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=H4kn9YQ0iWc\"><source src=\"https:\/\/www.youtube.com\/watch?v=H4kn9YQ0iWc\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Development<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e91\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">CNAPP<\/span><br \/>\n <span class=\"tag\">\u96f6\u4fe1\u4efb\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u8fd0\u884c\u65f6\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">AI\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e91\u539f\u751f<\/span><br \/>\n <span class=\"tag\">\u4e3b\u52a8\u9632\u5fa1<\/span><br \/>\n <span class=\"tag\">\u6001\u52bf\u53ef\u89c1\u6027<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u671f\u5f85\u4ea7\u54c1\u4e0a\u7ebf\uff0c\u8ba4\u4e3a\u5176UI\u4f18\u79c0\uff0c\u662f\u5b89\u5168\u56e2\u961f\u7684\u5f3a\u5927\u8865\u5145\u3002\u6838\u5fc3\u53cd\u9988\u662f\u8d5e\u8d4f\u5176\u6574\u5408\u788e\u7247\u5316\u5de5\u5177\u3001\u7b80\u5316\u4e91\u5b89\u5168\u7684\u7406\u5ff5\u3002\u6709\u6548\u63d0\u95ee\u96c6\u4e2d\u4e8e\u65e9\u671f\u91c7\u7528\u8005\u7528\u6237\u753b\u50cf\uff0c\u5b98\u65b9\u56de\u590d\u6307\u5411DevSecOps\u5de5\u7a0b\u5e08\u53caCISO\u7b49\u51b3\u7b56\u5c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n AccuKnox\u7684\u4eae\u76f8\uff0c\u76f4\u6307\u4e91\u5b89\u5168\u5e02\u573a\u7684\u987d\u75be\u2014\u2014\u201c\u5de5\u5177\u7f1d\u5408\u602a\u201d\u4e0e\u88ab\u52a8\u54cd\u5e94\u6a21\u5f0f\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u67d0\u4e2a\u5355\u70b9\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u4ee5\u7edf\u4e00\u5e73\u53f0\u6574\u5408\u4ece\u4ee3\u7801\u5230\u8fd0\u884c\u65f6\u3001\u4ece\u5408\u89c4\u57fa\u7ebf\u5230\u4e3b\u52a8\u5a01\u80c1\u9632\u62a4\u7684\u5168\u6808\u80fd\u529b\uff0c\u8fd9\u5951\u5408\u4e86\u4e91\u539f\u751f\u4e0eAI\u666e\u53ca\u540e\u5b89\u5168\u5de6\u79fb\u4e14\u9700\u6c42\u53f3\u6269\u7684\u73b0\u5b9e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u7f57\u5217\u7684\u4f17\u591a\u5408\u89c4\u6846\u67b6\uff0c\u662f\u5176\u5207\u5165\u4f01\u4e1a\u91c7\u8d2d\u6d41\u7a0b\u7684\u6572\u95e8\u7816\uff0c\u4f46\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\u5176\u201cGen-AI\u201d\u6807\u7b7e\u7684\u542b\u91d1\u91cf\u3002\u662f\u4ec5\u7528\u4e8e\u8425\u9500\u5671\u5934\uff0c\u8fd8\u662f\u80fd\u771f\u6b63\u5229\u7528AI\u7406\u89e3\u590d\u6742\u4e91\u73af\u5883\u5173\u8054\u98ce\u9669\u3001\u9884\u6d4b\u5e76\u81ea\u52a8\u4fee\u590d\u914d\u7f6e\u7f3a\u9677\uff1f\u8fd9\u51b3\u5b9a\u4e86\u5b83\u80fd\u5426\u4ece\u73b0\u6709\u7684CNAPP\u7ea2\u6d77\u4e2d\u8131\u9896\u800c\u51fa\u3002\u8bc4\u8bba\u4e2d\u900f\u9732\u7684\u201c\u7b80\u5316\u201d\u8bc9\u6c42\u662f\u771f\u5b9e\u7684\u7528\u6237\u4e4b\u75db\uff0c\u4f46\u6574\u5408\u7684\u80cc\u540e\u610f\u5473\u7740\u4ea7\u54c1\u9700\u8981\u6781\u6df1\u7684\u6280\u672f\u79ef\u6dc0\u4e0e\u5e9e\u5927\u7684\u6570\u636e\u5173\u8054\u80fd\u529b\uff0c\u5176\u6311\u6218\u5728\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u5e73\u53f0\u7edf\u4e00\u6027\u7684\u540c\u65f6\uff0c\u6ee1\u8db3\u5404\u7ec6\u5206\u573a\u666f\uff08\u5982K8s\u3001VM\u3001AI workload\uff09\u7684\u6df1\u5ea6\u9632\u62a4\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u65e9\u671f\u91c7\u7528\u8005\u753b\u50cf\uff08DevSecOps\u4e0eCISO\uff09\u6765\u770b\uff0c\u5176\u7b56\u7565\u6e05\u6670\uff1a\u65e2\u6253\u52a8\u4e00\u7ebf\u5de5\u7a0b\u5e08\u89e3\u51b3\u5b9e\u9645\u8fd0\u7ef4\u75db\u82e6\uff0c\u4e5f\u5411\u4e0a\u7ba1\u7406\u6ee1\u8db3\u51b3\u7b56\u5c42\u7684\u5408\u89c4\u4e0e\u6574\u4f53\u98ce\u9669\u53ef\u89c1\u6027\u9700\u6c42\u3002\u7136\u800c\uff0c17\u7968\u7684\u51b7\u542f\u52a8\u6570\u636e\u7565\u663e\u5e73\u6de1\uff0c\u8bf4\u660e\u5e02\u573a\u4ecd\u5904\u4e8e\u89c2\u671b\u72b6\u6001\u3002\u4ea7\u54c1\u7684\u6210\u529f\u5c06\u4e0d\u53d6\u51b3\u4e8e\u529f\u80fd\u6e05\u5355\u7684\u7f57\u5217\uff0c\u800c\u5728\u4e8e\u5176\u5ba3\u79f0\u7684\u201c\u4e3b\u52a8\u3001\u81ea\u52a8\u5316\u3001\u53ef\u6269\u5c55\u201d\u80fd\u5426\u5728\u5b9e\u9645\u590d\u6742\u73af\u5883\u4e2d\u7ecf\u53d7\u4f4f\u8003\u9a8c\uff0c\u771f\u6b63\u5c06\u5b89\u5168\u4ece\u6210\u672c\u4e2d\u5fc3\u8f6c\u5316\u4e3a\u8d4b\u80fd\u4e1a\u52a1\u7684\u6838\u5fc3\u652f\u6491\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">AccuKnox [Gen-AI CNAPP Security]<\/span>\n <\/div>\n<div class=\"comment-content\">Cloud security that secures “Build to Runtime” proactively eliminates vulnerabilities, enforces compliance, and stops active threats in your cloud, workload, and AI environment. Compliant with SOC2, STIG, PCI, HIPAA, CIS, MITRE, NIST, and more.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\ude80We are going live on 18th December!<\/p>\n<p>Super excited to finally share AccuKnox with all new features with the Product Hunt community. If you\u2019re building in the cloud, and juggling AWS configs, Kubernetes clusters, VMs, compliance, and security alerts, this is for you.<\/p>\n<p>AccuKnox helps you lock down your cloud environments with Zero Trust security, runtime protection, AI workload security, and end-to-end visibility from code to deployment to production.<br \/>We built this because modern cloud security shouldn\u2019t feel like stitching 10+ tools together or waiting until something breaks to react. It should be proactive, automated, and scalable.<\/p>\n<p>If you’re curious, testing a new stack, or already scaling cloud infra, we’d love your thoughts, questions, or feedback. <\/p>\n<p>Thanks for the support PH fam! \u2764\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Well, this is it! Let’s get hands-on with the <a href=\"https:\/\/app.demo.accuknox.com\/sign-up\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>AccuKnox trial<\/strong><\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Launching in 1 hour!! This is going to be a great addition to every security team! UI looks great imo<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7e55b0b0-0c0d-4ae9-bfc3-f5e6ab47ecee.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch <a href=\"https:\/\/www.producthunt.com\/@ssyedhadi14\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ssyedhadi14\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ssyedhadi14<\/a> this looks solid! <\/p>\n<p>Love the focus on simplifying cloud security without stitching together a dozen tools. Curious to know: which type of teams are seeing the fastest adoption so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harkirat_singh3777\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harkirat_singh3777<\/a> Loved the support! <br \/><strong><em>Teams such as:<\/em><\/strong><br \/>a) DevSecOps Er., Security Er. – from user group<br \/>b) CISO, CTOs, CIOs – from buying group <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/F7UWSLYRJ6LW7H\" class=\"app-title\">Cap Table Calculator<\/a><\/p>\n<div class=\"one-liner\">Calculate founder dilution across funding rounds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">15<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u9762\u5411\u521b\u4e1a\u8005\u7684\u514d\u8d39\u80a1\u6743\u7a00\u91ca\u8ba1\u7b97\u5de5\u5177\uff0c\u901a\u8fc7\u7b80\u5316\u4f30\u503c\u3001\u671f\u6743\u6c60\u548c\u878d\u8d44\u989d\u7b49\u53d8\u91cf\u7684\u8f93\u5165\uff0c\u5728\u51e0\u5206\u949f\u5185\u6e05\u6670\u5c55\u793a\u591a\u8f6e\u878d\u8d44\u540e\u7684\u80a1\u6743\u53d8\u5316\uff0c\u89e3\u51b3\u4e86\u521b\u59cb\u4eba\u5728\u878d\u8d44\u89c4\u5212\u4e2d\u56e0\u590d\u6742\u8ba1\u7b97\u548c\u672f\u8bed\u96be\u4ee5\u51c6\u786e\u9884\u4f30\u81ea\u8eab\u80a1\u6743\u5360\u6bd4\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ec815457-36ca-4095-a471-dd2eb3ea410a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3662e83e-dd75-401c-a446-f04149fec41c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b4808da7-9ee2-43d6-98bd-b372efe0dda4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Venture Capital<\/span><br \/>\n <span class=\"tag\">Fundraising<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u80a1\u6743\u8ba1\u7b97<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u80a1\u6743\u7a00\u91ca<\/span><br \/>\n <span class=\"tag\">Cap Table<\/span><br \/>\n <span class=\"tag\">\u521b\u59cb\u4eba\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8d22\u52a1\u6a21\u62df<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u6765\u81ea\u5f00\u53d1\u56e2\u961f\u7684\u8bc4\u8bba\uff0c\u65e8\u5728\u4ecb\u7ecd\u5f00\u53d1\u521d\u8877\u5e76\u5f81\u96c6\u7528\u6237\u53cd\u9988\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u6709\u6548\u8bc4\u8bba\u3001\u95ee\u9898\u6216\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n \u8fd9\u6b3e\u4ea7\u54c1\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u72ed\u7a84\u4f46\u521a\u9700\u7684\u5229\u57fa\u5e02\u573a\u2014\u2014\u65e9\u671f\u521b\u59cb\u4eba\u7684\u80a1\u6743\u878d\u8d44\u6559\u80b2\u76f2\u533a\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u98a0\u8986\uff0c\u800c\u662f\u8ba4\u77e5\u7ffb\u8bd1\uff1a\u5c06\u590d\u6742\u7684\u80a1\u6743\u7ed3\u6784\u8868\uff08Cap Table\uff09\u548c\u878d\u8d44\u672f\u8bed\uff0c\u8f6c\u5316\u4e3a\u521b\u59cb\u4eba\u53ef\u5373\u65f6\u4ea4\u4e92\u3001\u76f4\u89c2\u611f\u77e5\u7684\u6a21\u62df\u7ed3\u679c\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u6b3e\u201c\u51b3\u7b56\u8f85\u52a9\u201d\u5de5\u5177\uff0c\u5176\u6838\u5fc3\u58c1\u5792\u5728\u4e8e\u5bf9\u878d\u8d44\u6761\u6b3e\uff08\u5982\u671f\u6743\u6c60\u8bbe\u7acb\u5bf9\u521b\u59cb\u4eba\u7a00\u91ca\u7684\u201c\u524d\u7f6e\u201d\u5f71\u54cd\uff09\u7684\u4e13\u4e1a\u7406\u89e3\u4e0e\u6a21\u578b\u7b80\u5316\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5de5\u5177\u5c5e\u6027\u8fc7\u8f7b\uff0c\u6781\u6613\u88ab\u6a21\u4eff\u6216\u6574\u5408\u3002\u4e00\u4e2a\u529f\u80fd\u66f4\u590d\u6742\u7684\u8d22\u52a1\u6a21\u578b\u6216\u4e00\u6b3e\u65b0\u5174\u7684All-in-One\u521d\u521b\u516c\u53f8\u7ba1\u7406\u8f6f\u4ef6\uff0c\u90fd\u80fd\u8f7b\u6613\u5c06\u5176\u8986\u76d6\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u7591\u3002\u4f5c\u4e3a\u4e00\u6b3e\u5b9a\u4f4d\u201c\u514d\u8d39\u201d\u7684\u5de5\u5177\uff0c\u5b83\u5f88\u53ef\u80fd\u662f\u5176\u80cc\u540e\u6295\u8d44\u8005\u6570\u636e\u5e93\u5e94\u7528\u7684\u201c\u5f15\u6d41\u5668\u201d\u3002\u8fd9\u79cd\u6a21\u5f0f\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176\u4e3b\u4ea7\u54c1\u7684\u4ef7\u503c\u4e0e\u8f6c\u5316\u8def\u5f84\u662f\u5426\u8db3\u591f\u5f3a\u52b2\u3002\u6700\u540e\uff0c\u4ea7\u54c1\u7684\u771f\u5b9e\u6027\u4e0e\u53ef\u4fe1\u5ea6\u5c1a\u672a\u7ecf\u8fc7\u5e02\u573a\u5145\u5206\u9a8c\u8bc1\u3002\u76ee\u524d\u96f6\u771f\u5b9e\u7528\u6237\u53cd\u9988\u7684\u72b6\u6001\uff0c\u4f7f\u5176\u66f4\u50cf\u4e00\u4e2a\u201c\u6700\u5c0f\u53ef\u884c\u4ea7\u54c1\u201d\uff08MVP\uff09\u6216\u5185\u5bb9\u8425\u9500\u7684\u9644\u5c5e\u54c1\uff0c\u800c\u975e\u4e00\u4e2a\u6210\u719f\u3001\u53ef\u9760\u7684\u5de5\u5177\u3002\u5b83\u7684\u771f\u6b63\u8003\u9a8c\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u4e00\u6b21\u6027\u8ba1\u7b97\u5668\u201d\u5347\u7ea7\u4e3a\u5305\u542b\u5386\u53f2\u6570\u636e\u3001\u884c\u4e1a\u57fa\u51c6\u3001\u6761\u6b3e\u5e93\u7b49\u5185\u5bb9\u7684\u201c\u52a8\u6001\u89c4\u5212\u5e73\u53f0\u201d\uff0c\u4ece\u800c\u5efa\u7acb\u7528\u6237\u7c98\u6027\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u662f\u521b\u59cb\u4eba\u5728\u878d\u8d44\u7126\u8651\u4e2d\u5076\u7136\u4f7f\u7528\u3001\u968f\u5373\u9057\u5fd8\u7684\u4e00\u4e2a\u5feb\u6377\u7f51\u7ad9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\uff0c\u5b83\u662f\u4e00\u9762\u6709\u7528\u7684\u201c\u955c\u5b50\u201d\uff0c\u4f46\u8fd8\u4e0d\u662f\u4e00\u4f4d\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u519b\u5e08\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Cap Table Calculator<\/span>\n <\/div>\n<div class=\"comment-content\">Most founders underestimate how quickly dilution adds up across funding rounds. Running an investor database app, we often get this question: \u201cHow much will I actually own after pre-seed and seed?\u201d So we built a simple cap table calculator that lets you plug in your valuation, option pool, and investment amount and see how ownership changes in minutes. No spreadsheets. No overcomplicated finance terms. Just a clear way to understand dilution before you raise your round.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>We built this because cap table math is confusing for most founders, and spreadsheets usually make it worse.<\/p>\n<p>This free cap table calculator lets you quickly see how ownership changes across funding rounds, including the impact of option pools.<\/p>\n<p>Would love to hear what\u2019s missing or what scenarios you\u2019d want to see added.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ \u4e3a\u6240\u6709\u53ef\u70b9\u51fb\u5143\u7d20\u6dfb\u52a0\u89e6\u6478\u53cd\u9988\n const clickableElements = document.querySelectorAll(\n '.media-content, .close, .video-overlay, .play-icon'\n );<\/p>\n<p> clickableElements.forEach(el => {\n el.style.touchAction = 'manipulation'; \/\/ \u9632\u6b62\u53cc\u51fb\u7f29\u653e\n });\n }\n }<\/p>\n<p> \/\/ \u4e3a\u6240\u6709\u56fe\u7247\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\n const images = document.querySelectorAll(\"img.media-content\");\n images.forEach(img => {\n img.onclick = function() {\n modal.style.display = \"block\";\n modalImg.src = this.src;\n \/\/ \u963b\u6b62\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"hidden\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n img.addEventListener('touchstart', function(e) {\n \/\/ \u9632\u6b62\u89e6\u6478\u4e8b\u4ef6\u89e6\u53d1\u4e0d\u5fc5\u8981\u7684\u884c\u4e3a\n e.preventDefault();\n this.click();\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6 - \u8df3\u8f6c\u5230\u89c6\u9891URL\n const videos = document.querySelectorAll(\"video.media-content\");\n videos.forEach(video => {\n \/\/ \u70b9\u51fb\u89c6\u9891\u672c\u8eab\u65f6\u8df3\u8f6c\u5230\u89c6\u9891URL\n video.onclick = function(e) {\n \/\/ \u68c0\u67e5\u70b9\u51fb\u76ee\u6807\u662f\u5426\u662f\u89c6\u9891\u63a7\u4ef6\u6216\u5176\u5b50\u5143\u7d20\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> \/\/ \u5411\u4e0a\u904d\u5386DOM\uff0c\u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\u5143\u7d20\n while (target && target !== this) {\n \/\/ \u68c0\u67e5\u662f\u5426\u6709\u63a7\u4ef6\u76f8\u5173\u7684\u7c7b\u540d\u6216\u5c5e\u6027\n if (target.classList.contains('video-js') || \n target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.tagName.toLowerCase() === 'select' ||\n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> \/\/ \u53ea\u6709\u5f53\u70b9\u51fb\u7684\u662f\u89c6\u9891\u672c\u8eab\u800c\u975e\u63a7\u4ef6\u65f6\u624d\u8df3\u8f6c\n if (!isControlClick && e.target.tagName.toLowerCase() === 'video') {\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n video.addEventListener('touchstart', function(e) {\n \/\/ \u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> while (target && target !== this) {\n if (target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> if (!isControlClick) {\n e.preventDefault();\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u906e\u7f69\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\uff0c\u786e\u4fdd\u70b9\u51fb\u906e\u7f69\u4e5f\u80fd\u8df3\u8f6c\n const videoOverlays = document.querySelectorAll('.video-overlay');\n videoOverlays.forEach(overlay => {\n overlay.onclick = function(e) {\n \/\/ \u963b\u6b62\u4e8b\u4ef6\u5192\u6ce1\u5230\u89c6\u9891\u5143\u7d20\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n overlay.addEventListener('touchstart', function(e) {\n e.preventDefault();\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u5173\u95ed\u6a21\u6001\u6846\n closeBtn.onclick = function() {\n modal.style.display = \"none\";\n \/\/ \u6062\u590d\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"auto\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n closeBtn.addEventListener('touchstart', function(e) {\n e.preventDefault();\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }, { passive: false });\n }<\/p>\n<p> \/\/ \u70b9\u51fb\u6a21\u6001\u6846\u5916\u90e8\u5173\u95ed\n window.onclick = function(event) {\n if (event.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n modal.addEventListener('touchstart', function(e) {\n if (e.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }, { passive: true });\n }<\/p>\n<p> \/\/ 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