Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-05<\/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 | 2026-04-05<\/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\/7LWNCE62V5P6IM\" class=\"app-title\">Influcio<\/a><\/p>\n<div class=\"one-liner\">AI marketing Agent for result-driven influencer campaign<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">472<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Influcio\u662f\u4e00\u6b3eAI\u8425\u9500\u4ee3\u7406\uff0c\u901a\u8fc7\u81ea\u5b66\u4e60\u7cfb\u7edf\u4e3a\u54c1\u724c\u63d0\u4f9b\u4ece\u7b56\u7565\u751f\u6210\u5230\u6267\u884c\u4f18\u5316\u7684\u7aef\u5230\u7aef\u7f51\u7ea2\u8425\u9500\u6d3b\u52a8\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u56e0\u7f3a\u4e4f\u6570\u636e\u9a71\u52a8\u7b56\u7565\u548c\u9ad8\u6548\u6267\u884c\u5de5\u5177\u800c\u5bfc\u81f4\u8425\u9500\u6548\u679c\u4e0d\u4f73\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\/e03f3d73-503c-4a0d-99fe-32c99589c892.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\/83c0812d-3ee0-49f1-9525-0015ea42b2b5.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\/a6b01e30-8007-4cf0-b94c-592fa8b32647.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\/e7ea3b20-7dea-4c79-ae86-10a6c078aaaa.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\/c504e041-31e1-4d70-98f6-8cca8586cff8.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\/581b155d-aed0-435d-a6d2-1953b37083dc.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\/1b04c5b6-ab54-4f49-a620-45f99d8ef982.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ea2\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u7b56\u7565\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b66\u4e60\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u679c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">B2B\u8425\u9500\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\u5173\u6ce8AI\u5982\u4f55\u786e\u4fdd\u7f51\u7ea2\u4e0e\u54c1\u724c\u8c03\u6027\u5339\u914d\u3001\u5982\u4f55\u8861\u91cf\u6548\u679c\u53ca\u5b66\u4e60\u673a\u5236\uff0c\u8be2\u95ee\u9884\u7b97\u95e8\u69db\u4e0e\u8bd5\u7528\u53ef\u80fd\uff0c\u5e76\u8d28\u7591\u6548\u679c\u5f52\u56e0\u96be\u5ea6\u3002\u5efa\u8bae\u63d0\u4f9b\u4ea7\u54c1\u9884\u89c8\u548c\u6848\u4f8b\uff0c\u660e\u786e\u5dee\u5f02\u5316\u4f18\u52bf\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 Influcio\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u201cAI CMO\u201d\uff0c\u5176\u91ce\u5fc3\u5728\u4e8e\u7528\u7cfb\u7edf\u5316\u95ed\u73af\u53d6\u4ee3\u7f51\u7ea2\u8425\u9500\u4e2d\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c\u548c\u5206\u6563\u5de5\u5177\u7684\u4f20\u7edf\u6a21\u5f0f\u3002\u4ea7\u54c1\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u7f51\u7ea2\u53d1\u73b0\uff0c\u800c\u662f\u8bd5\u56fe\u586b\u8865\u4ece\u6a21\u7cca\u60f3\u6cd5\u5230\u53ef\u6267\u884c\u3001\u53ef\u4f18\u5316\u7b56\u7565\u7684\u201c\u6218\u7565\u9e3f\u6c9f\u201d\u3002\u8fd9\u76f4\u51fb\u4e86\u5f53\u524d\u5e02\u573a\u7684\u771f\u5b9e\u75db\u70b9\uff1a\u5927\u591a\u6570\u56e2\u961f\u7f3a\u4e4f\u5c06\u521b\u610f\u8f6c\u5316\u4e3a\u6709\u6548\u6d3b\u52a8\u7684\u6570\u636e\u5316\u65b9\u6cd5\u8bba\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u8d28\u7591\u6781\u4e3a\u5c16\u9510\uff0c\u4e5f\u6070\u6070\u662f\u6b64\u7c7b\u4ea7\u54c1\u6210\u8d25\u7684\u5173\u952e\u3002\u5176\u4e00\uff0c\u201c\u81ea\u5b66\u4e60\u201d\u7684\u6839\u57fa\u5728\u4e8e\u6548\u679c\u5f52\u56e0\uff0c\u800c\u7f51\u7ea2\u8425\u9500\u7684\u5f52\u56e0\u672c\u5c31\u662f\u884c\u4e1a\u987d\u75be\u3002\u82e5\u65e0\u6cd5\u6784\u5efa\u53ef\u9760\u7684\u6570\u636e\u53cd\u9988\u95ed\u73af\uff0c\u6240\u8c13\u7684\u5b66\u4e60\u4f18\u5316\u4fbf\u662f\u65e0\u6e90\u4e4b\u6c34\u3002\u5176\u4e8c\uff0c\u4ea7\u54c1\u5c06\u201c\u7b56\u7565\u201d\u4f5c\u4e3a\u5356\u70b9\uff0c\u4f46AI\u751f\u6210\u7b56\u7565\u7684\u53ef\u89e3\u91ca\u6027\u4e0e\u54c1\u724c\u4ef7\u503c\u89c2\u7684\u5339\u914d\u5ea6\u5b58\u7591\uff0c\u8fd9\u9700\u8981\u5e73\u53f0\u5177\u5907\u6df1\u5ea6\u7684\u54c1\u724c\u7406\u89e3\u548c\u5185\u5bb9\u6d1e\u5bdf\uff0c\u800c\u975e\u4ec5\u9760\u6570\u636e\u5339\u914d\u3002\u5176\u4e09\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u521d\u671f\u5b9a\u4f4d\u4f3c\u4e4e\u6e38\u79fb\u5728\u9884\u7b97\u5145\u8db3\u7684\u56e2\u961f\u4e0e\u4ece\u96f6\u5f00\u59cb\u7684\u4e2a\u4f53\u521b\u4e1a\u8005\u4e4b\u95f4\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u4ea7\u54c1\u8bbe\u8ba1\u548c\u670d\u52a1\u6a21\u578b\u51fa\u73b0\u77db\u76fe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0cInflucio\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u6218\u7565-\u6267\u884c-\u5b66\u4e60\u201d\u7684\u5168\u81ea\u52a8\u98de\u8f6e\uff0c\u8fd9\u8981\u6c42\u5b83\u5fc5\u987b\u540c\u65f6\u662f\u9876\u5c16\u7684AI\u7b56\u7565\u987e\u95ee\u3001\u5e9e\u5927\u7684\u7f51\u7ea2\u7ecf\u7eaa\u5e73\u53f0\u548c\u7cbe\u51c6\u7684\u8425\u9500\u5206\u6790\u7cfb\u7edf\u3002\u4efb\u4f55\u4e00\u73af\u7684\u8584\u5f31\u90fd\u4f1a\u8ba9\u95ed\u73af\u5931\u6548\u3002\u5982\u679c\u5b83\u80fd\u4ee5\u6e05\u6670\u7684\u6848\u4f8b\u8bc1\u660e\u5176AI\u5728\u590d\u6742\u5f52\u56e0\u73af\u5883\u4e0b\u4ecd\u80fd\u6301\u7eed\u63d0\u5347\u6d3b\u52a8ROI\uff0c\u5e76\u5efa\u7acb\u8d77\u8de8\u884c\u4e1a\u3001\u8de8\u9884\u7b97\u7684\u9002\u914d\u80fd\u529b\uff0c\u624d\u53ef\u80fd\u4ece\u201c\u53c8\u4e00\u4e2a\u7f51\u7ea2\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u98a0\u8986\u5de5\u4f5c\u6d41\u7684\u65b0\u54c1\u7c7b\u3002\u5426\u5219\uff0c\u201cAI CMO\u201d\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u534e\u4e3d\u7684\u8425\u9500\u8bdd\u672f\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\">Influcio<\/span>\n <\/div>\n<div class=\"comment-content\">Influcio replaces one-off influencer campaigns with a self-learning AI system. It finds the best influencers, runs campaigns end-to-end, helps you manage them in an all-in-one platform, and uses performance data to optimize every next launch.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\u2728<strong> \u201cUnlock your business momentum with trackable AI-powered campaigns\u201d<\/strong><\/p>\n<p>\ud83d\udc4b Hey Product Hunt! I\u2019m the PM at Influcio.<\/p>\n<p>We realized the real challenge in influencer marketing isn\u2019t execution\u2014it\u2019s strategy. Most teams don\u2019t know how to go from an idea to a campaign that actually performs. Tools give filters, agencies give opinions\u2014but there\u2019s no repeatable, data-driven way to figure it out.<\/p>\n<p>So we built Aria, our AI CMO. It turns rough ideas into structured strategies, finds the right creators, and continuously improves using real campaign data\u2014so every launch gets smarter.<\/p>\n<p>Excited to hear your thoughts and feedback \ud83d\ude4c<br \/>\u2014 Alice<\/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\/@alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> <\/p>\n<p>The \u201cidea \u2192 strategy \u2192 execution \u2192 learning\u201d loop is the most interesting part here.<br \/>If Aria nails that feedback cycle, this could become incredibly powerful.<\/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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> Congrats on the launch Influcio! The idea of a self-evolving AI marketing agent that handles strategy, content, and influencer campaigns sounds really powerful.<\/p>\n<\/p>\n<p>One thing I noticed is the homepage dives straight into the big vision and stats, but it\u2019s not immediately clear how the actual AI agent works or what its output looks like.<\/p>\n<\/p>\n<p>I\u2019m really curious how you\u2019re thinking about letting new users quickly experience or preview the AI in action before signing up, would love to hear your approach<\/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\/@alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> For bootstrapped founders with tight budgets, how does it recommend creators that punch above their follower weight for max ROI?<\/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>\ud83d\udc4b Hey Product Hunt! I\u2019m Ally, CEO of Influcio. We built Influcio to <strong>unlock your business momentum with trackable AI-powered campaigns<\/strong>\u2014because growth shouldn\u2019t feel like guesswork.<\/p>\n<p>Our<strong> AI CMO, Aria<\/strong>. Aria analyzes your business, identifies the right strategy, and connects you with the most relevant influencers to execute campaigns that actually perform. What used to take days of back-and-forth can now happen in minutes, with better outcomes. Instead of overwhelming users with tools, we focused on delivering outcomes. Every campaign is designed to be measurable, traceable, and optimized over time\u2014so you\u2019re not just launching campaigns, you\u2019re building momentum you can see and scale.<\/p>\n<p>We\u2019re excited to bring this to you\u2014and would love your feedback \ud83d\ude4c<\/p>\n<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does the AI ensure the recommended influencers align with my brand\u2019s values and tone?<\/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>The ‘AI CMO’ framing is interesting \u2014 most tools stop at discovery and leave the strategy gap wide open. As an indie maker about to launch my first app solo, I’m curious: is Influcio built for teams with existing campaign budgets, or can it work for someone starting from scratch with zero influencer experience and a tight budget?<\/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>Huge congrats <a href=\"https:\/\/www.producthunt.com\/@alice_zeng\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> and team! Love the product the vision.<\/p>\n<\/p>\n<p>Curious:<\/p>\n<ul>\n<li>\n<p>How do you differentiate vs. other comps like Clikq (also ugc) and Helena by Enrich Labs (ai cmo)?<\/p>\n<\/li>\n<li>\n<p>What\u2019s your creator pool? Do you \u2018own\u2019 them?<\/p>\n<\/li>\n<li>\n<p>Any findings from all the campaigns you have ran? What budget works best? What category \/ sector should run ugc more?<\/p>\n<\/li>\n<\/ul>\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>What metrics does the AI use to determine if an influencer is a good fit for a campaign?<\/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\">The self-learning part is interesting. Does Aria actually get better at picking influencers over time based on your past campaigns, or is it more like it uses general data from all users?<\/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>“self-learning” is doing a lot of work here – learning on what signal? influencer performance attribution is notoriously hard. curious how you handle that before the system learns anything useful.<\/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>Was Aria primarily trained on e-commerce\/DTC brands, or does she perform equally well for longer sales cycles like high-ticket B2B and finance?<\/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>Happy launch! <\/p>\n<\/p>\n<p>The self-learning system sounds like the holy grail for this. How does it weigh different conversion events when it’s optimizing?<\/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>Very interesting idea – but it seemingly locks out the people that would be most interested in this product (new small businesses). Any thoughts on putting in a trial or smaller starter budget?<\/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>Hey, congrats on the launch! Does it improve over time based on past campaigns?<\/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>Would love to hear more about case studies showing how this can improve influencer marketing outcomes.<\/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>So instead of just finding influencers, this actually helps figure out what campaign to run? That\u2019s interesting.<\/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>As a marketer, influencer marketing is a crucial part for our growth. I’m really excited to see products like this emerging and looking forward to the brand new AI powered influencer campaigns.<\/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>Any plan to support Facebook influencers?<\/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\">I do really want to know how to control campaign budget in 1000 usd. I think flato.ai need influcio<\/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>Congrats! Looks super cool \u2013 how can I try it rn? <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eb78895d-daf3-4791-a63c-6d1d1f87fc87.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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! How can Influco obtain data forinfluencers’ insights?<\/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>Hey Product Hunt <\/p>\n<p>I\u2019m the UI\/UX designer behind Influcio, responsible for shaping the experience of our AI CMO, Aria.<\/p>\n<p>Instead of overwhelming users with tools, Aria takes your budget, product, and goals and turns them into a clear, actionable campaign plan \u2014 from platform strategy to creator matching and budget allocation.<\/p>\n<p>Our focus was on designing her as a thinking partner, not just another AI interface, so complex decisions feel simple and usable.<\/p>\n<p>Would love your thoughts \u2014 and your support means a lot 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<div class=\"comment-item\">\n<div class=\"comment-content\">Interesting product, self learning for marketing agent.<\/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<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Can I adjust influencer selection based on specific campaign goals, or is it set by default?<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\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>Most interesting launch of the day for sure! Btw what\u2019s one counterintuitive insight aria has learned that goes against traditional influencer marketing advice?<\/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 integration of performance data and AI optimization sounds like a big step forward in influencer marketing. Can\u2019t wait to see the results!<\/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\/MXL7VB5VLJTDEB\" class=\"app-title\">Panorama<\/a><\/p>\n<div class=\"one-liner\">AI that finds your team\u2019s workflows and hidden structures<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">300<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Panorama\u662f\u4e00\u6b3e\u901a\u8fc7AI\u5206\u6790\u56e2\u961f\u5de5\u4f5c\u6570\u636e\uff0c\u81ea\u52a8\u53d1\u73b0\u91cd\u590d\u6027\u5de5\u4f5c\u6d41\u5e76\u63a8\u8350\u81ea\u52a8\u5316\u65b9\u6848\u7684\u5e73\u53f0\uff0c\u65e8\u5728\u5e2e\u52a9\u56e2\u961f\u51cf\u5c11\u201c\u80f6\u6c34\u5de5\u4f5c\u201d\uff0c\u63d0\u5347\u6838\u5fc3\u5de5\u4f5c\u6295\u5165\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\/806110b8-6022-4868-b368-f711e13b70f1.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\/7c80281f-7359-4516-8d02-c1e20c10a63a.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\/d36d542f-000b-4963-ac8a-ee6841d6608b.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\/a81ef720-25fd-48e7-9663-5af73fb60ab4.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\/e14fe205-8cc2-4634-adee-69a73fe0e3a0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=SaRIaTFOwLM\"><source src=\"https:\/\/www.youtube.com\/watch?v=SaRIaTFOwLM\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u529e\u516c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u6316\u6398<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\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\u80af\u5b9a\u5176\u201c\u4e3b\u52a8\u53d1\u73b0\u201d\u81ea\u52a8\u5316\u9700\u6c42\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5e76\u5173\u6ce8\u6570\u636e\u9700\u6c42\u5468\u671f\u3001\u9690\u79c1\u5b89\u5168\u3001\u5ba1\u6279\u673a\u5236\u7b49\u5b9e\u65bd\u7ec6\u8282\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u589e\u5f3a\u4ea7\u54c1\u6f14\u793a\u900f\u660e\u5ea6\u3001\u660e\u786e\u7ba1\u7406\u8005\u4e0e\u4e2a\u4eba\u7684\u6570\u636e\u6d1e\u5bdf\u6743\u9650\u3001\u4ee5\u53ca\u62d3\u5c55\u96c6\u6210\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 Panorama\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u5de7\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u5b83\u4e0d\u63d0\u4f9b\u53c8\u4e00\u4e2a\u81ea\u52a8\u5316\u6784\u5efa\u5668\uff0c\u800c\u662f\u552e\u5356\u201c\u81ea\u52a8\u5316\u53d1\u73b0\u201d\u80fd\u529b\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6267\u884c\u5c42\u9762\u7684\u81ea\u52a8\u5316\uff08\u8fd9\u662fZapier\u7b49\u6210\u719f\u5de5\u5177\u7684\u9886\u57df\uff09\uff0c\u800c\u5728\u4e8e\u8bca\u65ad\u5c42\u9762\u7684\u201c\u5de5\u4f5c\u6d41\u900f\u89c6\u201d\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u4e00\u4e2a\u6839\u672c\u6027\u7ec4\u7ec7\u56f0\u5883\uff1a\u968f\u7740\u56e2\u961f\u89c4\u6a21\u6269\u5f20\uff0c\u7528\u4e8e\u534f\u8c03\u3001\u6c47\u62a5\u3001\u8854\u63a5\u7684\u201c\u80f6\u6c34\u5de5\u4f5c\u201d\u4f1a\u6307\u6570\u7ea7\u589e\u957f\uff0c\u800c\u56e2\u961f\u6210\u5458\u6df1\u9677\u5176\u4e2d\uff0c\u751a\u81f3\u65e0\u6cd5\u7cfb\u7edf\u6027\u5730\u8bc6\u522b\u54ea\u4e9b\u662f\u503c\u5f97\u4e14\u80fd\u591f\u81ea\u52a8\u5316\u7684\u91cd\u590d\u52b3\u52a8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u4f46\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5206\u6790\u6d1e\u5bdf\u7684\u51c6\u786e\u6027\u4e0e\u6df1\u5ea6\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u5df2\u80fd\u8bc6\u522b\u201c\u5468\u62a5\u8d77\u8349\u201d\u3001\u201c\u4f1a\u8bae\u4efb\u52a1\u8f6c\u7968\u52a1\u201d\u7b49\u660e\u9762\u6a21\u5f0f\uff0c\u751a\u81f3\u8bd5\u56fe\u89e6\u53ca\u201c\u56e2\u961f\u5026\u6020\u611f\u201d\u7b49\u9690\u6027\u7ed3\u6784\uff0c\u8fd9\u5c55\u793a\u4e86\u5176\u91ce\u5fc3\uff0c\u4f46\u4e5f\u5c06\u81ea\u8eab\u63a8\u5165\u4e86\u7ec4\u7ec7\u884c\u4e3a\u5206\u6790\u7684\u6df1\u6c34\u533a\u3002\u6b64\u7c7b\u654f\u611f\u6d1e\u5bdf\u82e5\u5904\u7406\u4e0d\u5f53\uff0c\u6781\u6613\u5f15\u53d1\u5458\u5de5\u5bf9\u76d1\u63a7\u7684\u62b5\u89e6\u4e0e\u9690\u79c1\u5fe7\u8651\u3002\u56e2\u961f\u5173\u4e8e\u6570\u636e\u52a0\u5bc6\u3001\u4e34\u65f6\u5b58\u50a8\u53ca\u672a\u6765\u4e13\u7528\u6a21\u578b\u8bad\u7ec3\u7684\u56de\u5e94\uff0c\u6b63\u662f\u5bf9\u6b64\u8fb9\u754c\u7684\u8c28\u614e\u8bd5\u63a2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u6210\u529f\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u6b63\u5411\u5faa\u73af\uff1a\u9700\u8981\u8db3\u591f\u591a\u7684\u9ad8\u4ef7\u503c\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u4ee5\u4ea7\u51fa\u8db3\u591f\u7cbe\u51c6\u7684\u63a8\u8350\u6765\u5438\u5f15\u7528\u6237\u6301\u7eed\u4f7f\u7528\u5e76\u63d0\u4f9b\u66f4\u591a\u6570\u636e\u3002\u8bc4\u8bba\u4e2d\u201c\u4e24\u5468\u6570\u636e\u89c1\u6548\u201d\u7684\u56de\u5e94\u662f\u5173\u952e\uff0c\u5b83\u8bbe\u5b9a\u4e86\u7528\u6237\u7684\u4ef7\u503c\u671f\u5f85\u7a97\u53e3\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u5de5\u4f5c\u6d41\u672c\u5c31\u677e\u6563\u6216\u4e0d\u89c4\u8303\u7684\u5c0f\u56e2\u961f\uff0c\u5176\u521d\u59cb\u4ef7\u503c\u4ea4\u4ed8\u53ef\u80fd\u9762\u4e34\u6311\u6218\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cPanorama\u662f\u4e00\u6b3e\u201c\u5143\u7ba1\u7406\u5de5\u5177\u201d\u3002\u5b83\u4e0d\u4ec5\u4ec5\u4f18\u5316\u5177\u4f53\u4efb\u52a1\uff0c\u66f4\u65e8\u5728\u4f18\u5316\u201c\u5de5\u4f5c\u6d41\u7684\u4f18\u5316\u8fc7\u7a0b\u201d\u672c\u8eab\u3002\u5982\u679c\u5b83\u80fd\u6210\u529f\u5efa\u7acb\u4fe1\u4efb\uff0c\u8de8\u8d8a\u6570\u636e\u9690\u79c1\u4e0e\u6d1e\u5bdf\u5b9e\u7528\u6027\u7684\u9e3f\u6c9f\uff0c\u5b83\u6709\u671b\u4ece\u4e00\u6b3e\u6548\u7387\u5de5\u5177\uff0c\u6f14\u8fdb\u4e3a\u7ec4\u7ec7\u5185\u90e8\u5de5\u4f5c\u6a21\u5f0f\u8fdb\u5316\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002\u5176\u771f\u6b63\u7684\u7ade\u4e89\u5bf9\u624b\u5e76\u975e\u5176\u4ed6\u81ea\u52a8\u5316\u5e73\u53f0\uff0c\u800c\u662f\u56e2\u961f\u56fa\u6709\u7684\u3001\u96be\u4ee5\u81ea\u6211\u89c9\u5bdf\u7684\u5de5\u4f5c\u60ef\u6027\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\">Panorama<\/span>\n <\/div>\n<div class=\"comment-content\">Panorama analyzes your workplace data to recommend hidden structures and AI workflows your team can run together. Nobody has time to sit down, look at everything their team does, and figure out which parts a computer could handle. Panorama does that for you. It watches how your team works, finds the parts that are always the same, and says \u201cI\u2019ll do that from now on.\u201d<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! I\u2019m Jackie, co-founder of <strong>Panorama<\/strong>.<\/p>\n<p>As a scientist and first employee at Lila Sciences I witnessed something strange \u2014 along our trajectory from 1 employee to 100 there was always the same problem. Instead of spending 100% of time doing the work that propels the company forward, more and more time was spent constructing glue between teams, preparing for meetings, filling in forms. <\/p>\n<p>At twitter, Lyft, CashApp, and Google, my co-founder Jingwei saw the same thing even on the best teams.<\/p>\n<p><strong>Panorama is built to free humans from this burden<\/strong>, by leveraging work data, surfacing hidden structures, and recommending personalized, collaborative flows.<\/p>\n<ul>\n<li>\n<p>It sees you fill out the same notion document every Friday, and offers to provide a draft.<\/p>\n<\/li>\n<li>\n<p>It notices your team planning doc gets turned into linear tickets, and steps in to do it automatically.<\/p>\n<\/li>\n<li>\n<p>It notices subtle things you\u2019ve been looking for answers to but don\u2019t have time for \u2014 counting how many times the team is distracted, noticing who is burnt out and who can take on more.<\/p>\n<\/li>\n<\/ul>\n<p>Try <a href=\"http:\/\/compose.withpanorama.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">compose.withpanorama.com<\/a> for free, and start running automations recommended just for you!<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/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\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> Congrats on the launch Panorama! <\/p>\n<p> The idea of automating repetitive workplace tasks using your own data to create more space for creative work sounds really valuable.<\/p>\n<\/p>\n<p>What stood out to me is that the homepage leans heavily into the vision and benefits, but it\u2019s not immediately clear how the actual automation works or what the output looks like in practice.<\/p>\n<\/p>\n<p>I\u2019m really curious how you\u2019re thinking about letting new users quickly see or experience the AI in action early on would love to hear your approach.<\/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\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> For a small remote team grinding on content workflows, what’s one “hidden structure” insight it’s surfaced that blew your mind during 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> Noticing “who is burnt out and who can take on more” from work data sounds useful on paper, but who has access to those insights; managers only, or can leadership see individual burnout signals across teams without the person knowing?<\/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>\ud83d\udc4b try <a href=\"http:\/\/compose.withpanorama.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">compose.withpanorama.com<\/a> for free, our team will be online to debug and support issues!<\/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>Been following Panorama’s journey since the early days! So pumped to see it launch and helping every team automate the right things. Huge congrats to Jingwei and the team!! <\/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\/@rishi_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rishi_builder<\/a> \ud83d\ude42 thanks for supporting us all this 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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rishi_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rishi_builder<\/a> thank you for your support Rushi, let’s catch up!<\/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\/@rishi_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rishi_builder<\/a> Love this, thanks for being an early supporter!<\/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>Most automation tools assume you already know what needs automating, which is half the problem. We’re a small team using Slack, Notion, Google Workspace, and a bunch of other tools, and I’m sure there are workflows we repeat every week without realizing they could be automated. Having AI analyze the actual patterns and recommend automations instead of building them from scratch is a much better starting point. How much data does it need before the recommendations become useful? Like does it need weeks of history or can it find patterns pretty quickly?<\/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\/@ben_gend\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ben_gend<\/a> Hi Ben, great question! We’ve seen that 2 weeks of historical data gives the best results. But depending on the activity volume in your tools, that can vary a lot. For example, if your team is actively communicating on Slack, even 1 day of data can help uncover some hidden team communication patterns or improvements.<\/p>\n<p>“Most automation tools assume you already know what needs automating, which is half the problem”<br \/>100%. That was something we noticed with many of our early users as well.<\/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 are common patterns you’ve seen in terms of workflows teams find themselves getting stuck in that are able to be automated? What do the ideal solutions generally look like?<\/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\/@zacharyziegler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zacharyziegler<\/a> Hi Zack \ud83d\ude42 We’re working now on expanding the system to better cover team use cases not just individual, so I’m really excited to see what interesting automations pop out. <\/p>\n<p>A few we’ve seen that we’re excited to support are scheduling meetings for large groups with complicated calendars (for example the automation would be “find all the people in a slack thread, cross-reference their calendars to find an open slot, then send an invite”), and taking meeting notes and turning them into tasks, and tracking the tasks as they get finished (this one might be “take the granola notes from our meeting, and post a message in the #eng channel of slack with a list of action items tagging the assignees. If they thumbs up, turn it into a ticket. If they thumbs down or don’t reply, ask for clarification”). <\/p>\n<p>We can do the first one already, the second one the system can’t tackle yet but we’re excited to continue building toward 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been using this and it seriously 10x our efficiency.<\/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\/@yujian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yujian<\/a> Thanks for 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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yujian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yujian<\/a> \ud83d\ude4c\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>discovery is the easy part – who prioritizes which workflows to actually run? curious if there’s a scoring layer or if that’s left to the team.<\/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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> Thanks for the great question!<\/p>\n<p>Right now every team member gets access to their own personalized recommendations and insights (though evaluated on a team context). The nice thing is, by analyzing each person’s individual activities, Panorama does a good job of identifying what’s important to you (are you an IC who wants to optimize their processes and needs to see what are your blockers, or a manager who wants better visibility into the team and projects?). So recommendations are already prioritized according to your own needs.<\/p>\n<p>We are looking at a layer where team managers get special team wide insights and recommendations that can help improve the team’s efficiency as a whole, and not just their own. <\/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! What sort of features have you planned on the roadmap <a href=\"https:\/\/www.producthunt.com\/@jingweihao\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jingweihao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jingweihao<\/a> & <a href=\"https:\/\/www.producthunt.com\/@jaclyn_lunger\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/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\/@jingweihao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jingweihao<\/a> <a href=\"https:\/\/www.producthunt.com\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> <a href=\"https:\/\/www.producthunt.com\/@larkef\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@larkef<\/a> <\/p>\n<p>Thank you Jord! Chiming in on behalf of the team here, there’s plenty planned out for ahead, but would love to hear what you would like to see \ud83d\ude42<\/p>\n<p>(sneak peak includes surfacing team-wide hidden structures and adding integrations we know our current users have been asking for – LinkedIn, Salesforce etc.)<\/p>\n<p>You can also follow our journey through our bi-weekly updates at <a href=\"https:\/\/withpanorama.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/withpanorama.com\/<\/a> (top right corner) !<\/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>Coolest launch of the day fs! What surprised you the most when observing how teams actually work vs how they think they work?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Thanks for the kind words! Gonna chime in for the team here and say I love it when it calls out moments to reflect on our communication style. For example, I thought I was doing a good job with async communication by posting lots of details in slack, but Panorama pointed out to me that the fact that most teammates responded with follow-up clarification suggests that posts were too long for them to digest and they might benefit from a TLDR.<\/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\">Hey Jackie, that trajectory from 1 to 100 employees and watching more and more time get eaten by glue work instead of real work is such a common pattern. Was there a specific week where you looked at your calendar or your to-do list and realized you\u2019d spent most of it just preparing for things instead of actually doing them?<\/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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> I never quite got to most of my time being preparing instead of doing (maybe that happens at 200 employees)? Was definitely ramping though. To give an example, there were 3 different “updates” I had to fill out every Friday, they all had the same information just for a slightly different audience. And a 2 hour meeting on Monday where everyone has to give an update on their tickets. <\/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>This sounds very helpful! Curious how this works for companies with strict privacy regulations. Does Panorama store the workflow data it collects for training, or is it processed and discarded?<\/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\/@olga_kargopolova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olga_kargopolova<\/a> good point, we hear this worry a lot especially around slack data. We encrypt the embeddings of the data, it means we aren\u2019t able to read it, and storage is only temporary and gets deleted. The longer term plan is to train specialized models so we don\u2019t send user\u2019s data to big labs.<\/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 launch! <\/p>\n<\/p>\n<p>I like the idea of outsourcing the analysis part. When Panorama suggests an AI workflow, is there a human approval step before it “takes over” the task?<\/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\/@krutytskyi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krutytskyi<\/a> great question, yes! Panorama recommends automations to you, it doesn’t turn them on without your approval. We also learned users want to be able to “preview” results of automations before actually running them, so it can do that 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<div class=\"comment-item\">\n<div class=\"comment-content\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/23b7ea56-f7e7-4b77-b944-75b0a197e9e6.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Here\u2019s me being amused by Panorama telling me I only review code when feeling extra guilty<\/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\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> now i know how to get you do do more code reviews lol<\/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 great project! Does it support local models as well? <\/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\/@melvinmorina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@melvinmorina<\/a> you mean bringing your own model? <\/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\">@jingweihao yeah for example. but I just mean local models specifically, just for data purposes<\/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\/VEQ4W55QX5CCSE\" class=\"app-title\">Tiny Aya<\/a><\/p>\n<div class=\"one-liner\">Local, open-weight AI designed for real-world languages<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">193<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Tiny Aya\u662f\u4e00\u6b3e\u4e13\u4e3a\u672c\u5730\u8bbe\u5907\u8bbe\u8ba1\u7684\u8f7b\u91cf\u7ea7\u5f00\u6e90\u591a\u8bed\u8a00AI\u6a21\u578b\uff0c\u901a\u8fc7\u5728\u624b\u673a\u3001\u6559\u5ba4\u548c\u793e\u533a\u5b9e\u9a8c\u5ba4\u7b49\u79bb\u7ebf\u6216\u4f4e\u8fde\u63a5\u6027\u73af\u5883\u4e2d\u8fd0\u884c\uff0c\u89e3\u51b3\u4e86\u5168\u7403\u4f17\u591a\u8bed\u8a00\u793e\u533a\u56e0\u7f3a\u4e4f\u4e91\u7aef\u57fa\u7840\u8bbe\u65bd\u800c\u65e0\u6cd5\u83b7\u5f97\u9ad8\u8d28\u91cfAI\u670d\u52a1\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\/fe69e56f-a417-4a0f-b303-133177ebcf7a.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\/6b0ba0b2-5814-4491-8b9b-61c8e7a043dc.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\/157cbc45-e78e-470b-9d72-e8a1416ac3f8.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\/7400b04b-2d1d-4285-aba1-5a72cd761801.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\/4df9158e-67b7-40db-83cc-ddecbd19915a.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\/1cbdec30-9e2f-4f5f-9b67-6a5d1346bc8e.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\/83794ffe-b061-428e-bf2f-1ddf9f85dff6.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\">Open Source<\/span><br \/>\n <span class=\"tag\">Education<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8f7b\u91cf\u7ea7AI\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00AI<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u533a\u57df\u4e13\u4e1a\u5316<\/span><br \/>\n <span class=\"tag\">\u8fb9\u7f18\u8ba1\u7b97<\/span><br \/>\n <span class=\"tag\">\u8bed\u8a00\u8986\u76d6<\/span><br \/>\n <span class=\"tag\">\u53ef\u8bbf\u95ee\u6027<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u5b9e\u9a8c\u5ba4<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\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\u533a\u57df\u4e13\u4e1a\u5316\u67b6\u6784\u548c\u5bf9\u670d\u52a1\u4e0d\u8db3\u5730\u533a\u7684\u5173\u6ce8\uff0c\u8ba4\u4e3a\u8fd9\u662f\u66f4\u667a\u80fd\u3001\u66f4\u6709\u610f\u4e49\u7684\u65b9\u5411\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a1. \u5b9e\u9645\u4f4e\u8fde\u63a5\u6027\u73af\u5883\u90e8\u7f72\u6848\u4f8b\u4e0e\u6548\u679c\uff1b2. \u6a21\u578b\u5982\u4f55\u5904\u7406\u8de8\u533a\u57df\u8bed\u8a00\u7684\u4ee3\u7801\u5207\u6362\uff1b3. \u5bf9\u7279\u5b9a\u8bed\u8a00\uff08\u5982\u5e0c\u4f2f\u6765\u8bed\uff09\u7684\u6027\u80fd\u8868\u73b0\uff1b4. 3.35B\u53c2\u6570\u89c4\u6a21\u662f\u5426\u652f\u6301\u6709\u6548\u7684\u9886\u57df\u5fae\u8c03\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 Tiny Aya\u7684\u51fa\u73b0\uff0c\u4e0e\u5176\u8bf4\u662f\u6280\u672f\u53c2\u6570\u7684\u7a81\u7834\uff0c\u4e0d\u5982\u8bf4\u662fAI\u6c11\u4e3b\u5316\u8def\u7ebf\u7684\u4e00\u6b21\u52a1\u5b9e\u6821\u51c6\u3002\u5b83\u5c16\u9510\u5730\u6307\u5411\u4e86\u5f53\u524d\u5927\u6a21\u578b\u7ade\u8d5b\u4e2d\u7684\u4e00\u4e2a\u76f2\u533a\uff1a\u5bf9\u201c\u5168\u7403\u8986\u76d6\u201d\u7684\u8ff7\u604b\u5f80\u5f80\u4ee5\u727a\u7272\u6df1\u5ea6\u548c\u6587\u5316\u7ec6\u5fae\u5dee\u522b\u4e3a\u4ee3\u4ef7\uff0c\u5c24\u5176\u662f\u5bf9\u975e\u4e3b\u6d41\u8bed\u8a00\u533a\u3002Cohere Labs\u5c0670\u591a\u79cd\u8bed\u8a00\u6309\u5730\u57df\u5212\u5206\u4e3a\u201c\u5730\u7403\u201d\u3001\u201c\u706b\u201d\u3001\u201c\u6c34\u201d\u4e09\u4e2a\u5b50\u6a21\u578b\uff0c\u8fd9\u79cd\u67b6\u6784\u9009\u62e9\u662f\u4e00\u79cd\u627f\u8ba4\u8bed\u8a00\u4e0d\u5e73\u7b49\u73b0\u5b9e\u7684\u653f\u6cbb\u6027\u6280\u672f\u51b3\u7b56\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u7528\u201c\u533a\u57df\u4e13\u5bb6\u201d\u8054\u76df\uff0c\u66ff\u4ee3\u4e00\u4e2a\u529b\u4e0d\u4ece\u5fc3\u7684\u201c\u5168\u7403\u901a\u624d\u201d\uff0c\u5728\u6709\u9650\u7684\u53c2\u6570\u91cf\u4e0b\u4f18\u5148\u4fdd\u8bc1\u7279\u5b9a\u8bed\u8a00\u7fa4\u7684\u53ef\u7528\u6027\uff0c\u800c\u975e\u6240\u6709\u8bed\u8a00\u7684\u5e73\u5eb8\u8868\u73b0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u6f5c\u529b\u5728\u4e8e\u201c\u672c\u5730\u5316\u201d\u7684\u5f7b\u5e95\u6027\u2014\u2014\u4ece\u6a21\u578b\u8bbe\u8ba1\u5230\u90e8\u7f72\u73af\u5883\u3002\u5c06AI\u4ece\u4e91\u7aef\u795e\u575b\u62c9\u5165\u6559\u5ba4\u3001\u793e\u533a\u5b9e\u9a8c\u5ba4\u548c\u666e\u901a\u624b\u673a\uff0c\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u4f18\u5316\uff0c\u66f4\u662f\u6743\u529b\u7ed3\u6784\u7684\u8f6c\u79fb\u3002\u5b83\u8ba9AI\u670d\u52a1\u7684\u63a7\u5236\u6743\u548c\u53ef\u7528\u6027\u56de\u5f52\u672c\u5730\u793e\u533a\uff0c\u5c24\u5176\u5bf9\u4e8e\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\u8584\u5f31\u6216\u6570\u636e\u4e3b\u6743\u654f\u611f\u7684\u5730\u533a\uff0c\u63d0\u4f9b\u4e86\u53e6\u4e00\u79cd\u53ef\u80fd\u6027\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u8d28\u7591\u540c\u6837\u6df1\u523b\uff1a3.35B\u7684\u201c\u5c0f\u4f53\u578b\u201d\u5728\u5e94\u5bf9\u590d\u6742\u4efb\u52a1\u548c\u9886\u57df\u9002\u914d\u65f6\u662f\u5426\u8db3\u591f\uff1f\u4eba\u4e3a\u5212\u5206\u7684\u533a\u57df\u6a21\u578b\u5982\u4f55\u5e94\u5bf9\u73b0\u5b9e\u4e2d\u9ad8\u5ea6\u6d41\u52a8\u3001\u6df7\u6742\u7684\u8bed\u8a00\u4f7f\u7528\u573a\u666f\uff1f\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u201c\u4e13\u7cbe\u201d\u4e0e\u201c\u6cdb\u5316\u201d\u3001\u201c\u6548\u7387\u201d\u4e0e\u201c\u5305\u5bb9\u6027\u201d\u4e4b\u95f4\u8d70\u94a2\u4e1d\u3002Tiny Aya\u7684\u4ef7\u503c\uff0c\u4e0d\u5728\u4e8e\u5b83\u5f53\u4e0b\u80fd\u5b8c\u7f8e\u56de\u7b54\u6240\u6709\u95ee\u9898\uff0c\u800c\u5728\u4e8e\u5b83\u52c7\u6562\u5730\u63d0\u51fa\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u5ffd\u89c6\u7684\u95ee\u9898\uff0c\u5e76\u4e3aAI\u7684\u5305\u5bb9\u6027\u672a\u6765\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u8fed\u4ee3\u3001\u53ef\u9a8c\u8bc1\u7684\u5de5\u7a0b\u6837\u672c\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u771f\u5b9e\u7684\u3001\u5608\u6742\u7684\u5168\u7403\u5357\u90e8\u793e\u533a\u4e2d\u624e\u6839\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u8bba\u6587\u4e0a\u7684\u57fa\u51c6\u5206\u6570\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\">Tiny Aya<\/span>\n <\/div>\n<div class=\"comment-content\">Tiny Aya is Cohere Labs”s 3.35B open-weight multilingual model family built for local use. It covers 70+ languages, goes deeper on underserved regions instead of shallow global coverage, and is small enough for phones, classrooms, and community labs.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>What stands out about Tiny Aya is that <a href=\"https:\/\/www.producthunt.com\/products\/cohere-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"cohere-2\" target=\"_blank\" rel=\"noopener\">@Cohere<\/a> did not treat multilingual AI as one flat problem.<\/p>\n<p>Instead of forcing 70+ languages into one generic model, they built a <a href=\"https:\/\/huggingface.co\/collections\/CohereLabs\/tiny-aya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">3.35B family<\/a> with regional specialization: <a href=\"https:\/\/huggingface.co\/CohereLabs\/tiny-aya-earth\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Earth<\/strong><\/a> for Africa and West Asia, <a href=\"https:\/\/huggingface.co\/CohereLabs\/tiny-aya-fire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Fire<\/strong><\/a> for South Asia, and <a href=\"https:\/\/huggingface.co\/CohereLabs\/tiny-aya-water\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Water<\/strong><\/a> for Asia-Pacific and Europe. That is a much smarter way to get stronger linguistic grounding and cultural nuance while still keeping the model small enough for local deployment.<\/p>\n<p>Tiny Aya is built to run where people actually are: on local devices, in classrooms, in community labs, and in places where large-scale cloud infrastructure is not a given.<\/p>\n<p>That is a pretty meaningful direction for multilingual AI.<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> great work<\/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> Have you seen early wins from devs deploying Tiny Aya offline in low-connectivity spots like classrooms or villages?<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> Regional specialization across three sub-models is a smart architectural bet, but how does the system handle users who code-switch between languages across different regional families mid-conversation, which is extremely common in multilingual communities?<\/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 a big deal for accessibility. The focus on underserved regions instead of just adding more European languages is the right call – there’s a massive gap there. How does Tiny Aya perform on Hebrew specifically? And is it practical to fine-tune on domain-specific data at this size, or is 3.35B too small for meaningful customization?<\/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>local multilingual at 3.35B is interesting – have you benchmarked against the usual monolingual fine-tune approach? curious if regional specialization actually outperforms at task level.<\/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<\/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\/WJBALPSG6RFTY3\" class=\"app-title\">Shotwell<\/a><\/p>\n<div class=\"one-liner\">The screenshot editor for iPhone.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">184<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Shotwell\u662f\u4e00\u6b3e\u539f\u751fiPhone\u5e94\u7528\uff0c\u8ba9\u5f00\u53d1\u8005\u3001\u8bbe\u8ba1\u5e08\u548c\u72ec\u7acb\u521b\u4f5c\u8005\u80fd\u5728\u624b\u673a\u4e0a\u76f4\u63a5\u4e3a\u622a\u56fe\u6dfb\u52a0\u8bbe\u5907\u8fb9\u6846\u3001\u80cc\u666f\u548c\u9634\u5f71\uff0c\u89e3\u51b3\u4e86\u9700\u8de8\u8bbe\u5907\u4f7f\u7528\u4e13\u4e1a\u5de5\u5177\u8fdb\u884c\u622a\u56fe\u7f8e\u5316\u7684\u7e41\u7410\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\/0a33b0d0-3648-4eb6-98a3-e5ee8eb2066e.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\/7393364d-fde6-4624-ad72-39905db2bea1.webp?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\/8f763770-5581-4b03-bb53-1b07aceab7c6.webp?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\/65e2ae28-cb05-403a-89c8-081dd0d95322.webp?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\/270a3cd2-cb1a-4d1d-b3a0-44f7512229d5.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Apple<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u7f8e\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u7aef\u539f\u751f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8bbe\u5907\u6a21\u62df\u6846<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6f14\u793a<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/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\u201c\u539f\u751f\u3001\u5728\u8bbe\u5907\u7aef\u5b8c\u6210\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u6d88\u9664\u4e86\u8de8\u8bbe\u5907\u7f16\u8f91\u7684\u6469\u64e6\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u662f\u5426\u652f\u6301\u5b89\u5353\u3001\u957f\u622a\u56fe\u3001\u5c4f\u5e55\u5f55\u5236\uff1b\u80fd\u5426\u81ea\u5b9a\u4e49\u80cc\u666f\/\u8fb9\u6846\u53ca\u4fdd\u5b58\u9884\u8bbe\uff1b\u5bf9\u65b0iPhone\u673a\u578b\uff08\u5982\u7075\u52a8\u5c9b\uff09\u7684\u9002\u914d\u901f\u5ea6\uff1b\u4ee5\u53ca\u662f\u5426\u652f\u6301\u8001\u65e7\u6216\u5c0f\u4f17\u8bbe\u5907\u578b\u53f7\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 Shotwell\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u771f\u5b9e\u7684\u751f\u4ea7\u529b\u7f1d\u9699\uff1a\u5c06\u201c\u622a\u56fe\u7f8e\u5316\u201d\u8fd9\u4e00\u9ad8\u9891\u3001\u8f7b\u91cf\u7684\u9700\u6c42\uff0c\u4ece\u81c3\u80bf\u7684\u684c\u9762\u8bbe\u8ba1\u8f6f\u4ef6\u6216\u590d\u6742\u7684\u4e91\u7aef\u5de5\u5177\u94fe\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u56de\u5f52\u5230\u8bbe\u5907\u672c\u8eab\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u4e0d\u5728\u4e8e\u529f\u80fd\u521b\u65b0\uff08\u6dfb\u52a0\u8fb9\u6846\u548c\u9634\u5f71\u5b9e\u5c5e\u5e38\u89c1\uff09\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u5de5\u4f5c\u6d41\u201d\u7684\u6781\u81f4\u538b\u7f29\u548c\u573a\u666f\u91cd\u6784\u3002\u5b83\u7cbe\u51c6\u72d9\u51fb\u4e86\u4e13\u4e1a\u4eba\u7fa4\uff08\u5f00\u53d1\u8005\u3001\u8bbe\u8ba1\u5e08\uff09\u5728\u5206\u4eab\u4f5c\u54c1\u65f6\uff0c\u90a3\u79cd\u201c\u4e3a\u4e86\u4e00\u5f20\u56fe\uff0c\u542f\u52a8Figma\/Photoshop\u201d\u7684\u4eea\u5f0f\u611f\u4e0e\u5197\u4f59\u64cd\u4f5c\uff0c\u5c06\u4e4b\u7b80\u5316\u4e3a\u624b\u673a\u4e0a\u7684\u201c\u5bfc\u5165-\u6837\u5f0f-\u5bfc\u51fa\u201d\u4e09\u6b65\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u7528\u6237\u6b22\u547c\u7684\u5e76\u975e\u70ab\u9177\u529f\u80fd\uff0c\u800c\u662f\u201c\u7ec8\u4e8e\u4e0d\u7528\u5728Mac\u548ciPhone\u95f4Airdrop\u4e86\u201d\u2014\u2014\u8fd9\u6070\u6070\u5370\u8bc1\u4e86\u5176\u4ef7\u503c\u672c\u8d28\u662f**\u6d41\u7a0b\u7a0e**\u7684\u6d88\u9664\u8005\u3002\u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u62a4\u57ce\u6cb3\u4e5f\u9762\u4e34\u62f7\u95ee\uff1a\u529f\u80fd\u76f8\u5bf9\u5355\u4e00\uff0c\u6613\u88ab\u5927\u578b\u8bbe\u8ba1\u5de5\u5177\uff08\u5982Canva\uff09\u4ee5\u201c\u79fb\u52a8\u7aef\u589e\u5f3a\u201d\u6216\u201c\u6a21\u677f\u5316\u201d\u65b9\u5f0f\u8986\u76d6\uff1b\u5176\u6838\u5fc3\u8d44\u4ea7\u201c\u8bbe\u5907\u5e27\u201d\u7684\u66f4\u65b0\u7ef4\u62a4\uff0c\u662f\u4e0e\u82f9\u679c\u53d1\u5e03\u8282\u594f\u7ed1\u5b9a\u7684\u82e6\u5f79\uff0c\u4e14\u7528\u6237\u5df2\u5f00\u59cb\u8981\u6c42\u652f\u6301\u8001\u65e7\u8bbe\u5907\u548c\u5b89\u5353\uff0c\u8fd9\u9884\u793a\u7740\u6a2a\u5411\u6269\u5c55\u7684\u6210\u672c\u538b\u529b\u3002\u6b64\u5916\uff0c\u201c\u4fdd\u5b58\u81ea\u5b9a\u4e49\u9884\u8bbe\u201d\u7b49\u547c\u58f0\uff0c\u8bf4\u660e\u7528\u6237\u89c6\u5176\u4e3a\u54c1\u724c\u5de5\u4f5c\u6d41\u7684\u4e00\u90e8\u5206\uff0c\u8fd9\u8981\u6c42\u4ea7\u54c1\u4ece\u201c\u4fbf\u6377\u5de5\u5177\u201d\u5411\u201c\u4e2a\u6027\u5316\u6548\u7387\u5e73\u53f0\u201d\u6f14\u8fdb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cShotwell\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u51cf\u6cd5\u201d\u4ea7\u54c1\uff0c\u5b83\u901a\u8fc7\u505a\u5c11\u3001\u505a\u4e13\u3001\u505a\u5feb\uff0c\u5728\u5de8\u5934\u65e0\u6687\u987e\u53ca\u7684\u5939\u7f1d\u4e2d\u63d0\u4f9b\u4e86\u4f18\u96c5\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f46\u5176\u957f\u671f\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5c06\u8fd9\u79cd\u8f7b\u91cf\u3001\u539f\u751f\u7684\u4f53\u9a8c\u4f18\u52bf\uff0c\u8f6c\u5316\u4e3a\u53ef\u6269\u5c55\u7684\u751f\u6001\u6216\u7528\u6237\u4e60\u60ef\u58c1\u5792\uff0c\u800c\u975e\u505c\u7559\u5728\u5355\u4e00\u529f\u80fd\u70b9\u7684\u4fbf\u5229\u4e0a\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\">Shotwell<\/span>\n <\/div>\n<div class=\"comment-content\">Shotwell adds device frames, backgrounds, and shadows to iPhone screenshots natively on your phone. For developers, designers, and indie makers who share work online.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Shotwell caught my eye because it solves a problem I didn’t realise was annoying me until I stopped doing it.<\/p>\n<\/p>\n<p>It’s a native iPhone app that adds device frames, backgrounds, shadows, and clean layouts to your screenshots directly on your phone.<\/p>\n<\/p>\n<p><strong>The gap it fills<\/strong>: polishing a screenshot for sharing usually means airdropping it to a Mac, opening a design tool, doing the framing, exporting, and sending it back. That round trip adds friction every single time.<\/p>\n<\/p>\n<p>Shotwell removes the round trip entirely. Import a screenshot, style it, export. That’s the whole loop, on device.<\/p>\n<\/p>\n<p><strong>What makes it different<\/strong> is that it’s built natively for iPhone, not a mobile wrapper around a web tool. The editing is focused and intentional, not a stripped-down version of something bigger.<\/p>\n<\/p>\n<p><strong>Key features<\/strong>:<\/p>\n<ul>\n<li>\n<p>Device frames for clean product presentation<\/p>\n<\/li>\n<li>\n<p>Background, shadow, and stroke controls<\/p>\n<\/li>\n<li>\n<p>Adjustable padding, roundness, and inset via the Tune menu<\/p>\n<\/li>\n<li>\n<p>Presets to save and reapply your preferred look<\/p>\n<\/li>\n<li>\n<p>Export, copy, or share in one action<\/p>\n<\/li>\n<\/ul>\n<p>Built for developers sharing app updates, designers documenting UI work, and indie makers who post screenshots regularly and want them to look intentional.<\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/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><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> What’s the most requested frame\/background combo you’ve seen from users so far, and any preset tweaks on the roadmap for super-niche devices like older iPhones?<\/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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> When new iPhone models release with different aspect ratios or notch designs, how quickly do the device frames update, and is that a manual submission process or does it ship automatically?<\/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’m currently working on my product launch and can use exactly this but for android.<\/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>Nice work! As a solo app founder, I need better screenshots constantly. The frame + shadow feature is exactly what I’ve been doing manually in Canva. Going to try this for my App Store screenshots.<\/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>Love the clean design! Will it support long screenshots?<\/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>native on-device is the right call – nobody wants to upload screenshots to a web tool. does it handle the dynamic island cutout automatically or is that manual?<\/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>This is exactly what I’ve been looking for \u2014 I’m about to launch my first iOS app and was dreading having to use a desktop tool just to make screenshots look presentable for the App Store and social.<\/p>\n<p>Does it support custom backgrounds or just presets?<\/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>The airdrop-to-Mac-to-Figma-to-export loop for polishing one screenshot is absurd and I’ve been doing it for years without questioning it. Having this directly on iPhone makes so much sense for quick app store screenshot updates or sharing progress on social. Do you support custom device frames or just the default iPhone ones?<\/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>This is super useful! Does it support screen recordings?<\/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 launch! <\/p>\n<\/p>\n<p>The defaults look super clean. Any thoughts on letting users save their own custom background\/shadow presets for a consistent brand look?<\/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>Hey, looks really nice! I am creating a device mockup tool myself and this is cool! Can you use a custom background?<\/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\/4W4Y3U3HB6U5XQ\" class=\"app-title\">Ember<\/a><\/p>\n<div class=\"one-liner\">Meal scan, macros & AI coach<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">154<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Ember\u662f\u4e00\u6b3e\u901a\u8fc7\u62cd\u7167\u6216\u63cf\u8ff0\u5373\u53ef\u5feb\u901f\u8bc6\u522b\u98df\u7269\u70ed\u91cf\u4e0e\u8425\u517b\u7d20\u7684AI\u8425\u517b\u6559\u7ec3\u5e94\u7528\uff0c\u5728\u996e\u98df\u8ffd\u8e2a\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u8bb0\u5f55\u65b9\u5f0f\u7e41\u7410\u3001\u8017\u65f6\u4e14\u96be\u4ee5\u575a\u6301\u7684\u7528\u6237\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\/c725d4db-d745-4927-bcc2-2530641e4214.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\/313bc426-9f70-41d7-8644-1136e9e5cc82.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\/fe4958e4-249a-4e5c-b378-23574395f679.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\/c2f6472b-7e4a-49bf-b29b-62b06503fba9.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\/1d2605a8-8f7a-45d0-8fae-2e7aa9fbcf62.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\/670f019d-6bfa-40b5-8689-5533e38ce84d.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Cooking<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u8425\u517b\u6559\u7ec3<\/span><br \/>\n <span class=\"tag\">\u996e\u98df\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u5b8f\u91cf\u8425\u517b\u7d20<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5efa\u8bae<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u65e0\u6469\u64e6\u8bb0\u5f55<\/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\u6613\u7528\u6027\u4e0eUI\u8bbe\u8ba1\uff0cAI\u8bc6\u522b\u591a\u8bed\u8a00\u98df\u7269\u540d\u79f0\u7684\u80fd\u529b\u83b7\u80af\u5b9a\u3002\u6838\u5fc3\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u80fd\u5426\u8bbe\u7f6e\u996e\u98df\u7981\u5fcc\u63d0\u9192\u3001AI\u5efa\u8bae\u662f\u5426\u8003\u8651\u7279\u5b9a\u5065\u5eb7\u72b6\u51b5\u3001\u63a8\u8350\u98df\u8c31\u9700\u591a\u5143\u5316\u3001\u4ed8\u8d39\u8bd5\u7528\u673a\u5236\u9700\u66f4\u6e05\u6670\uff0c\u4ee5\u53ca\u6570\u636e\u9690\u79c1\u5b89\u5168\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 Ember\u8bd5\u56fe\u7528\u201c\u62cd\u7167\u8bc6\u8425\u517b\u201d\u548c\u201cAI\u6559\u7ec3\u201d\u4e24\u5927\u5356\u70b9\uff0c\u5207\u5165\u5df2\u662f\u4e00\u7247\u7ea2\u6d77\u7684\u996e\u98df\u8ffd\u8e2a\u5e02\u573a\u3002\u5176\u5ba3\u79f0\u7684\u201c\u65e0\u6469\u64e6\u201d\u4f53\u9a8c\uff0c\u76f4\u51fb\u4f20\u7edf\u8bb0\u5f55\u5e94\u7528\u201c\u96be\u4ee5\u575a\u6301\u201d\u7684\u6838\u5fc3\u547d\u95e8\uff0c\u8fd9\u662f\u5176\u6700\u7280\u5229\u7684\u4ef7\u503c\u4e3b\u5f20\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u56fe\u50cf\u4e0e\u6587\u672c\u8bc6\u522b\u6280\u672f\uff08\u751a\u81f3\u652f\u6301\u97e9\u6587\uff09\u7684\u4fbf\u6377\u6027\u5f97\u5230\u4e86\u521d\u6b65\u9a8c\u8bc1\uff0c\u8fd9\u6784\u6210\u4e86\u4ea7\u54c1\u751f\u5b58\u7684\u57fa\u672c\u76d8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201cAI\u6559\u7ec3\u201d\u7684\u771f\u5b9e\u6df1\u5ea6\u4e0e\u4e2a\u6027\u5316\u7a0b\u5ea6\uff0c\u76ee\u524d\u753b\u4e0a\u4e86\u4e00\u4e2a\u5de8\u5927\u7684\u95ee\u53f7\u3002\u7528\u6237\u8bc4\u8bba\u5c16\u9510\u5730\u6307\u51fa\u4e86\u5173\u952e\u7f3a\u9677\uff1a\u5b83\u80fd\u5426\u5904\u7406\u50cfPCOS\uff08\u591a\u56ca\u5375\u5de2\u7efc\u5408\u5f81\uff09\u8fd9\u7c7b\u7279\u6b8a\u5065\u5eb7\u72b6\u51b5\uff1f\u5176\u5efa\u8bae\u662f\u57fa\u4e8e\u901a\u7528\u77e5\u8bc6\u5e93\uff0c\u8fd8\u662f\u80fd\u8fdb\u884c\u771f\u6b63\u7684\u4e2a\u6027\u5316\u63a8\u7406\uff1f\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u4ea7\u54c1\u662f\u505c\u7559\u5728\u201c\u667a\u80fd\u8bb0\u5f55\u672c\u201d\u5c42\u9762\uff0c\u8fd8\u662f\u80fd\u664b\u5347\u4e3a\u503c\u5f97\u4fe1\u8d56\u7684\u201c\u6570\u5b57\u8425\u517b\u5e08\u201d\u3002\u5f00\u53d1\u8005\u5728\u8bc4\u8bba\u4e2d\u56de\u5e94\u65b0\u589e\u201c\u996e\u98df\u9650\u5236\u201d\u529f\u80fd\u7684\u60f3\u6cd5\u201c\u5f88\u68d2\u201d\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5f53\u524d\u7248\u672c\u5728\u6b64\u7c7b\u6df1\u5ea6\u529f\u80fd\u4e0a\u7684\u7f3a\u5931\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u4e2a\u6f5c\u5728\u98ce\u9669\u5728\u4e8e\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u7528\u6237\u4fe1\u4efb\u7684\u5e73\u8861\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4ed8\u8d39\u8bd5\u7528\u8ba1\u5212\u7684\u6df7\u6dc6\u53ca\u5f00\u53d1\u8005\u5173\u4e8e\u6570\u636e\u5b89\u5168\u7684\u8865\u5145\u8bf4\u660e\uff0c\u63ed\u793a\u4e86\u65e9\u671f\u4ea7\u54c1\u5728\u6c9f\u901a\u900f\u660e\u5ea6\u548c\u9690\u79c1\u6784\u5efa\u4e0a\u7684\u7a1a\u5ae9\u3002\u5728\u5065\u5eb7\u6570\u636e\u9886\u57df\uff0c\u8fd9\u7edd\u975e\u5c0f\u4e8b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7efc\u4e0a\uff0cEmber\u5c55\u73b0\u4e86\u4e00\u4e2a\u6b63\u786e\u7684\u65b9\u5411\u2014\u2014\u964d\u4f4e\u8bb0\u5f55\u95e8\u69db\uff0c\u5e76\u8bd5\u56fe\u63d0\u4f9b\u95ed\u73af\u5efa\u8bae\u3002\u4f46\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u8fdc\u672a\u5efa\u6210\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u80fd\u5426\u8bc6\u522b\u4e00\u7897\u201cGalbitang\u201d\uff08\u97e9\u5f0f\u725b\u9aa8\u6c64\uff09\u7684\u70ed\u91cf\uff0c\u800c\u53d6\u51b3\u4e8e\u5176AI\u80fd\u5426\u7406\u89e3\u8fd9\u7897\u6c64\u5bf9\u4e00\u4f4d\u6709\u80f0\u5c9b\u7d20\u62b5\u6297\u7684\u7528\u6237\u610f\u5473\u7740\u4ec0\u4e48\uff0c\u5e76\u7ed9\u51fa\u8d85\u8d8a\u901a\u7528\u767e\u79d1\u7684\u667a\u6167\u3002\u76ee\u524d\uff0c\u5b83\u53ea\u662f\u62c6\u6389\u4e86\u8bb0\u5f55\u8fd9\u5835\u201c\u5899\u201d\u7684\u7b2c\u4e00\u5757\u7816\uff0c\u540e\u9762\u66f4\u590d\u6742\u7684\u201c\u4e2a\u6027\u5316\u8425\u517b\u8ff7\u5bab\u201d\uff0c\u624d\u521a\u521a\u5f00\u59cb\u63a2\u7d22\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\">Ember<\/span>\n <\/div>\n<div class=\"comment-content\">Ember now features a powerful AI nutrition coach, get personalized advice for weight loss, muscle gain, or healthier eating. Track calories and macros in seconds by snapping a photo or describing your meal. No barcode scanning. No manual search. Stay consistent and reach your goals, without the friction.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello Ember! This app is amazing, i live in south korea and I typed the korean food in korean not in english or french. It recognized the almost appropriate food and I am not sure about the exact calories about Galbitang I typed whether that is accurate or not but I am pretty satisfied the easiness of just typing the words and it recognized calories approximately really well. <\/p>\n<\/p>\n<p>However , I am a free user, is it okay to register for pro before I cancel for using 2 days? Does it send me notifications or not? I am wondering. In addition, Recipe is pretty cool because it is in healthy western style but I am used to Asian cuisine so It will be more better if the Recipe contain more dining options! <\/p>\n<\/p>\n<p>Great healthy Ember! <\/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\/@jihwankim55\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jihwankim55<\/a> Hey, thanks for your message, you can indeed have a 7 days free trial, and you will be notified 2 days before the end \ud83d\ude4f\ud83c\udffd<\/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\">@jihwankim55 oh I am sorry I saw your subscription, I forget to tell you the trial was on yearly plan \ud83d\ude14 you can ask for a refund if you want, that my bad \ud83d\ude4f\ud83c\udffd<\/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\">@jihwankim55 thanks for your trust I really appreciate \ud83d\ude4f\ud83c\udffd Everythings safe, most of your data stays on your phone and no sensitive data is shared!<\/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>Are users able to enter in any dietary restrictions and have the app identify when there is (or might be) those restricted items in the food? That’d be huge for people trying to avoid certain ingredients.<\/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\/@youmeapps\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@youmeapps<\/a> That’s actually a great idea, I will defintely think about it \ud83d\ude4f\ud83c\udffd<\/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! Meal scan makes it so easy to use in a daily basis. Feel you gonna rock it Mus. All the best 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\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> Thanks a lot German I appreciate your message \ud83d\ude4f\ud83c\udffd<\/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 how I imagine a visually clear application. Good UI\/UX! \ud83d\ude42<\/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 a lot Nika \ud83d\ude4f\ud83c\udffd<\/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 given up on macro-tracking apps after a few weeks because it was too much work long-term and felt like a chore.Something like this could keep me engaged long term. Good luck! <\/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>When the AI coach makes personalized recommendations, is it working from general weight loss information or can it account for specific health conditions for example, someone managing PCOS where standard calorie advice doesn’t always apply?<\/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 to see this ship! The AI coach sounds like the key piece. Does it mostly give reactive advice based on my logs, or can it proactively suggest meals for the day based on my goals?<\/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>Actually It may work stably if it is having both type of presentation one is with camera- photos of that meal, again one another when we speak to it. One more thing is; it should also change with environment, suppose we are in hot sun we do not need eat much but drinks required.<\/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\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5PJ3K5ZJNHBOTW\" class=\"app-title\">Handle Extension<\/a><\/p>\n<div class=\"one-liner\">Refine UI in the browser, feed changes to your coding agent<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">136<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u53ef\u89c6\u5316\u5fae\u8c03UI\uff0c\u5e76\u5c06\u4fee\u6539\u53cd\u9988\u7ed9AI\u7f16\u7a0b\u52a9\u624b\uff0c\u89e3\u51b3\u4e86\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u53cd\u590d\u3001\u4e0d\u7cbe\u786e\u5730\u6307\u5bfcAI\u8fdb\u884c\u50cf\u7d20\u7ea7UI\u8c03\u6574\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\/bdacd067-d940-473e-873f-138c143e92e0.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\/f06e7a3e-0e2e-41de-a357-c5a544e793f2.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\/dbd2a5e4-47e9-4636-bce1-ce3f59cd05ac.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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">UI\u5fae\u8c03<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u63d0\u6548\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\u5176\u89e3\u51b3\u201c\u7528\u8bed\u8a00\u63cf\u8ff0UI\u5fae\u8c03\u201d\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u201c\u70b9\u51fb\u8c03\u6574\u201d\u66f4\u76f4\u89c2\u9ad8\u6548\u3002\u521b\u59cb\u4eba\u53ca\u56e2\u961f\u79ef\u6781\u56de\u590d\uff0c\u900f\u9732\u5176\u901a\u8fc7\u76f4\u63a5\u64cd\u4f5cDOM\u5e76\u5173\u8054\u524d\u7aef\u6846\u67b6\u7ec4\u4ef6\u6765\u751f\u6210\u4ee3\u7801\u6307\u4ee4\uff0c\u5e76\u786e\u8ba4\u4e86\u5bf9\u590d\u6742\u5d4c\u5957\u7ec4\u4ef6\u7684\u652f\u6301\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 Handle Extension \u7784\u51c6\u4e86\u4e00\u4e2a\u5728AI\u7f16\u7801\u6d6a\u6f6e\u4e2d\u6d6e\u73b0\u7684\u3001\u6781\u4e3a\u5177\u4f53\u7684\u7f1d\u9699\u5e02\u573a\uff1aAI\u751f\u6210\u4ee3\u7801\u4e0e\u4eba\u7c7b\u5f00\u53d1\u8005\u7cbe\u7ec6\u63a7\u5236\u4e4b\u95f4\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u65ad\u5c42\u3002\u5b83\u5e76\u975e\u53c8\u4e00\u4e2a\u66ff\u4ee3\u7a0b\u5e8f\u5458\u7684AI\u5de5\u5177\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u8fde\u63a5AI\u7684\u201c\u66b4\u529b\u751f\u6210\u201d\u4e0e\u4eba\u7c7b\u7684\u201c\u5ba1\u7f8e\u4e0e\u7cbe\u51c6\u201d\u4e4b\u95f4\u7684\u6865\u6881\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53ef\u89c6\u5316\u7f16\u8f91DOM\u201d\u8fd9\u4e2a\u53e4\u8001\u7684\u6280\u672f\uff0c\u800c\u5728\u4e8e\u5c06\u79bb\u6563\u7684\u89c6\u89c9\u64cd\u4f5c\u201c\u7ffb\u8bd1\u201d\u5e76\u805a\u5408\u6210AI\u4ee3\u7406\u80fd\u7406\u89e3\u7684\u3001\u53ef\u53cd\u5411\u6ce8\u5165\u4ee3\u7801\u5e93\u7684\u6307\u4ee4\u5e8f\u5217\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\uff0c\u5f00\u53d1\u8005\u4f7f\u7528Claude Code\u7b49\u5de5\u5177\u65f6\uff0c\u9677\u5165\u4e86\u4e00\u79cd\u4f4e\u6548\u7684\u201c\u63cf\u8ff0-\u751f\u6210-\u9a8c\u8bc1-\u518d\u63cf\u8ff0\u201d\u7684\u5faa\u73af\uff0c\u5c24\u5176\u662f\u5728UI\u6253\u78e8\u9636\u6bb5\u3002\u81ea\u7136\u8bed\u8a00\u5728\u63cf\u8ff0\u7a7a\u95f4\u3001\u50cf\u7d20\u7ea7\u7ec6\u8282\u65f6\u663e\u5f97\u82cd\u767d\u4e14\u4f4e\u6548\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u9ad8\u7ea7\u8ba4\u77e5\uff08\u5ba1\u7f8e\u5224\u65ad\uff09\u964d\u7ef4\u6210\u4f4e\u6548\u7684\u6587\u672c\u6307\u4ee4\u3002Handle Extension \u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u627f\u8ba4\u5e76\u5229\u7528\u4e86AI\u548c\u4eba\u7c7b\u5404\u81ea\u7684\u6bd4\u8f83\u4f18\u52bf\uff1a\u8ba9AI\u5904\u7406\u7ed3\u6784\u5316\u3001\u903b\u8f91\u6027\u7684\u4ee3\u7801\u8349\u7a3f\uff0c\u800c\u5c06\u9700\u8981\u4eba\u7c7b\u89c6\u89c9\u76f4\u89c9\u548c\u4e3b\u89c2\u5224\u65ad\u7684\u5fae\u8c03\uff0c\u4ea4\u8fd8\u7ed9\u6700\u81ea\u7136\u7684\u201c\u6307\u6307\u70b9\u70b9\u201d\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u5b83\u4e0d\u662f\u5728\u5bf9\u6297AI\uff0c\u800c\u662f\u5728\u4f18\u5316\u4eba\u4e0eAI\u7684\u534f\u4f5c\u754c\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u6df1\u5ea6\u7ed1\u5b9a\u5728\u4e3b\u6d41AI\u7f16\u7a0b\u52a9\u624b\uff08\u5982Cursor\u3001Claude Code\uff09\u7684\u751f\u6001\u4e0eMCP\u534f\u8bae\u4e0a\uff0c\u5b58\u5728\u751f\u6001\u4f9d\u8d56\u98ce\u9669\u3002\u5176\u6b21\uff0c\u4eceDOM\u64cd\u4f5c\u5230\u5e72\u51c0\u3001\u53ef\u7ef4\u62a4\u7684\u6e90\u4ee3\u7801\u53d8\u66f4\u7684\u201c\u53cd\u5411\u5de5\u7a0b\u201d\u662f\u5426\u8db3\u591f\u7a33\u5065\uff0c\u5c24\u5176\u662f\u5728\u590d\u6742\u7684\u73b0\u4ee3\u524d\u7aef\u6846\u67b6\u548c\u72b6\u6001\u7ba1\u7406\u4e0b\uff0c\u8fd9\u51b3\u5b9a\u4e86\u5b83\u662f\u201c\u73a9\u5177\u201d\u8fd8\u662f\u201c\u5de5\u5177\u201d\u3002\u6700\u540e\uff0c\u5b83\u89e3\u51b3\u7684\u662f\u4e00\u4e2a\u201c\u5de5\u4f5c\u6d41\u4f18\u5316\u201d\u95ee\u9898\uff0c\u800c\u975e\u6839\u672c\u6027\u75db\u70b9\uff0c\u5176\u7528\u6237\u7fa4\u4f53\u76ee\u524d\u53ef\u80fd\u5c40\u9650\u4e8e\u9891\u7e41\u4f7f\u7528AI\u7f16\u7801\u7684\u524d\u7aef\u5f00\u53d1\u8005\uff0c\u5e02\u573a\u5929\u82b1\u677f\u9700\u8981\u89c2\u5bdf\u3002\u5982\u679c\u5b83\u80fd\u6210\u4e3aAI\u7f16\u7a0b\u52a9\u624b\u4e8b\u5b9e\u4e0a\u7684\u201c\u89c6\u89c9\u64cd\u4f5c\u5c42\u201d\uff0c\u5176\u60f3\u8c61\u7a7a\u95f4\u5c06\u5927\u5e45\u62d3\u5bbd\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\">Handle Extension<\/span>\n <\/div>\n<div class=\"comment-content\">Point and fix. Refine UI directly in your browser instead of endlessly re-prompting your agent. Works with Claude Code, Codex, Cursor and others.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b I\u2019m Derek, founder of Handle.<\/p>\n<\/p>\n<p>Coding agents are great at the first 80% of UI. But for that last 20%, when you need to make tweaks for final polish, you end up constantly re-prompting it… it’s a sledgehammer when you need a scalpel. The best of both worlds is to do the first draft with the agent and then directly fine-tune it by hand with visual tools.<\/p>\n<\/p>\n<p>We built Handle, a simple open source MCP + Chrome extension to solve this. We hope it’s useful to the community!<\/p>\n<\/p>\n<p>Ask us anything, give us feedback, or share how your AI-powered development workflow is changing. We\u2019ll be around to chat all day.<\/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>Really enjoyed using this, as a vibe coder who used to code with Dreamweaver (before it was bought by Adobe!), I felt like I had to get in the weeds with the techincal detail, but is made adjusting the website with Gemini CLI so easy! I was sick of saying things like “that black box on page 2 with the xyz in it, make it bigger’!<\/p>\n<p>Great product for 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mike05683\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mike05683<\/a> Awesome to hear this! What’s your workflow like? Sounds like you use Gemini CLI – is that directly on the production codebase?<\/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 direct manipulation approach makes sense for UI – natural language is a terrible interface for ‘move this 4px left’<\/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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> 100%. Making visual edits via a prompt is so imprecise and time-consuming. Our thinking is this is the best of both worlds: use the agent for the first draft, but then use Handle to bring your taste and judgment to the table and refine.<\/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>Much needed tool! Btw are you modifying the DOM directly and then reverse engineering code or working through an abstraction layer?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> We inspect the DOM directly and also look at associated component-level metadata for React, Vue, Angular, etc. When you make edits, we reflect them on the page immediately but also build up an instruction list for your coding agent so you can land all changes in the codebase<\/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>Ok this is solving something that’s been driving me crazy. Half my Claude Code prompts are me trying to describe pixel-level UI tweaks in words. “Move that button 8px to the right, no the other right, no go back.” Point and click is how this should have always worked. The fact that it’s open source too is a nice touch. Does it handle complex component trees well or does it get confused with deeply nested layouts?<\/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\/@thenomadcode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thenomadcode<\/a> thanks for that! Yes, we map out the full DOM and associate DOM elements with React, Vue, Angular, and Svelte components. So you should be able to precisely select anything in the hierarchy either by just clicking or navigating the tree.<\/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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4KTAFPK472GNUW\" class=\"app-title\">CatBar<\/a><\/p>\n<div class=\"one-liner\">RevenueCat stats in your macOS menu bar.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">127<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CatBar\u662f\u4e00\u6b3e\u5c06RevenueCat\u6536\u5165\u6570\u636e\u5b9e\u65f6\u663e\u793a\u5728macOS\u83dc\u5355\u680f\u7684\u5de5\u5177\uff0c\u8ba9\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5e94\u7528\u521b\u4e1a\u8005\u65e0\u9700\u9891\u7e41\u5207\u6362\u7f51\u9875\u6216\u6253\u5f00\u624b\u673a\uff0c\u5373\u53ef\u5feb\u901f\u4e00\u77a5\u6838\u5fc3\u8425\u6536\u6307\u6807\uff0c\u89e3\u51b3\u4e86\u4ed6\u4eec\u56e0\u8fc7\u5ea6\u5173\u6ce8\u6536\u5165\u800c\u9891\u7e41\u67e5\u770b\u4eea\u8868\u76d8\u3001\u5bfc\u81f4\u5de5\u4f5c\u6d41\u4e2d\u65ad\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\/e5977cba-c1cb-4e7a-b0f2-3faadd7d90e3.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\/d1dae6ef-d548-4ce7-a5a0-1f83c033c542.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\/a3764dff-5c1b-44cb-86fb-3483d422efd5.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\/31b96ede-af58-4cc8-807e-10211bc3c44d.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\/524e53b9-8c62-4041-b6c5-d669fed1247a.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\">Analytics<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6536\u5165\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">RevenueCat\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6570\u636e<\/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\u89e3\u51b3\u81ea\u8eab\u75db\u70b9\u201d\u7684\u521d\u8877\u548c\u4fbf\u6377\u6027\uff0c\u8ba4\u4e3a\u5c06MRR\u7b49\u6570\u636e\u7f6e\u4e8e\u83dc\u5355\u680f\u662f\u7b80\u5355\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u662f\u5426\u652f\u6301\u591a\u5e94\u7528\u76d1\u63a7\u3001\u662f\u5426\u6709\u91cc\u7a0b\u7891\u901a\u77e5\u529f\u80fd\uff0c\u4ee5\u53ca\u62c5\u5fe7\u5176\u53ef\u80fd\u5bfc\u81f4\u66f4\u9891\u7e41\u5730\u67e5\u770b\u6570\u636e\u3001\u5f71\u54cd\u5de5\u4f5c\u6548\u7387\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 CatBar\u7684\u672c\u8d28\uff0c\u5e76\u975e\u4e00\u4e2a\u6280\u672f\u58c1\u5792\u9ad8\u6df1\u7684\u521b\u65b0\u4ea7\u54c1\uff0c\u800c\u662f\u4e00\u4e2a\u7cbe\u51c6\u6355\u6349\u5e76\u653e\u5927\u4e86\u7279\u5b9a\u7fa4\u4f53\u2014\u2014RevenueCat\u751f\u6001\u5185\u72ec\u7acb\u5f00\u53d1\u8005\u4e0e\u5c0f\u578b\u56e2\u961f\u2014\u2014\u67d0\u79cd\u201c\u751c\u871c\u7684\u7126\u8651\u201d\u7684\u5fae\u89c2\u6548\u7387\u5de5\u5177\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u5728\u4e8e\u5c06\u201c\u68c0\u67e5\u6536\u5165\u201d\u8fd9\u4e00\u5145\u6ee1\u5e0c\u671b\u4e0e\u5fd0\u5fd1\u7684\u884c\u4e3a\uff0c\u4ece\u4e00\u79cd\u9700\u8981\u4e3b\u52a8\u89e6\u53d1\u7684\u201c\u4eea\u5f0f\u201d\uff0c\u964d\u7ef4\u6210\u4e86\u4e00\u4e2a\u88ab\u52a8\u3001\u6301\u7eed\u3001\u8f7b\u91cf\u5316\u7684\u201c\u73af\u5883\u4fe1\u53f7\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41SaaS\u4eea\u8868\u76d8\u5ffd\u7565\u7684\u201c\u6700\u540e\u4e00\u7c73\u201d\u573a\u666f\uff1a\u5f00\u53d1\u8005\u5e76\u975e\u603b\u9700\u8981\u6df1\u5ea6\u7684\u6570\u636e\u5206\u6790\uff0c\u66f4\u591a\u65f6\u5019\u53ea\u662f\u4e00\u79cd\u201c\u786e\u8ba4\u5b58\u5728\u201d\u7684\u5fc3\u7406\u6170\u85c9\u548c\u8d8b\u52bf\u611f\u77e5\u3002\u5c06MRR\u3001\u8ba2\u9605\u7528\u6237\u6570\u7b49\u51e0\u4e2a\u5173\u952e\u6307\u6807\u4ece\u590d\u6742\u7684\u540e\u53f0\u5265\u79bb\uff0c\u5e38\u9a7b\u4e8e\u89c6\u89c9\u8fb9\u7f18\uff0c\u6070\u6070\u8fce\u5408\u4e86\u521b\u4e1a\u521d\u671f\u90a3\u79cd\u6df7\u5408\u7740\u5174\u594b\u3001\u4e0d\u5b89\u4e0e\u5f3a\u8feb\u75c7\u7684\u5fae\u5999\u5fc3\u6001\u3002\u8bc4\u8bba\u4e2d\u201c\u5371\u9669\u7684\u751f\u4ea7\u529b\u201d\u548c\u201c\u56de\u987e\u96f6\u7f8e\u5143MRR\u65f6\u5149\u201d\u7684\u8c03\u4f83\uff0c\u6b63\u662f\u8fd9\u79cd\u7528\u6237\u5fc3\u7406\u7684\u7edd\u4f73\u6ce8\u811a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u98ce\u9669\u4e0e\u6f5c\u529b\u5e76\u5b58\u3002\u98ce\u9669\u5728\u4e8e\uff0c\u5176\u4ea7\u54c1\u5f62\u6001\u6781\u5176\u5355\u4e00\uff0c\u62a4\u57ce\u6cb3\u6d45\uff0c\u6613\u88ab\u590d\u5236\u6216\u96c6\u6210\u8fdb\u66f4\u5927\u5e73\u53f0\u3002\u5176\u589e\u957f\u5b8c\u5168\u4f9d\u8d56\u4e8eRevenueCat\u751f\u6001\u7684\u89c4\u6a21\uff0c\u5b58\u5728\u660e\u663e\u7684\u5929\u82b1\u677f\u3002\u7528\u6237\u53cd\u9988\u4e2d\u5173\u4e8e\u591a\u5e94\u7528\u652f\u6301\u548c\u91cc\u7a0b\u7891\u901a\u77e5\u7684\u8bc9\u6c42\uff0c\u5219\u63ed\u793a\u4e86\u5176\u6f5c\u529b\u65b9\u5411\uff1a\u4ece\u201c\u9759\u6001\u6570\u636e\u5c55\u793a\u201d\u8f6c\u5411\u201c\u667a\u80fd\u8425\u6536\u52a9\u624b\u201d\u3002\u82e5\u80fd\u56f4\u7ed5\u6536\u5165\u6ce2\u52a8\u3001\u5f02\u5e38\u8ba2\u9605\u6d41\u5931\u3001\u9608\u503c\u7a81\u7834\u7b49\u573a\u666f\u63d0\u4f9b\u8f7b\u91cf\u7ea7\u9884\u8b66\u4e0e\u6d1e\u5bdf\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6570\u636e\u7684\u642c\u8fd0\u5de5\uff0c\u5b83\u6216\u8bb8\u80fd\u4ece\u4e00\u6b3e\u6709\u8da3\u7684\u201c\u75d2\u70b9\u6320\u5177\u201d\uff0c\u8fdb\u5316\u4e3a\u4e00\u6b3e\u771f\u6b63\u63d0\u5347\u5546\u4e1a\u51b3\u7b56\u6548\u7387\u7684\u201c\u96f7\u8fbe\u201d\u3002\u76ee\u524d\u6765\u770b\uff0cCatBar\u662f\u4e00\u4e2a\u6210\u529f\u7684\u5229\u57fa\u5e02\u573a\u6700\u5c0f\u5316\u53ef\u884c\u4ea7\u54c1\uff08MVP\uff09\uff0c\u4f46\u8981\u60f3\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u4f19\u4f34\u201d\uff0c\u5b83\u9700\u8981\u5728\u51cf\u8f7b\u5f00\u53d1\u8005\u7126\u8651\u4e0e\u63d0\u4f9b\u771f\u6b63 actionable \u7684\u6d1e\u5bdf\u4e4b\u95f4\uff0c\u627e\u5230\u66f4\u575a\u5b9e\u7684\u5e73\u8861\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\">CatBar<\/span>\n <\/div>\n<div class=\"comment-content\">Track your RevenueCat revenue from the macOS menu bar. See MRR, subscribers, and transactions at a glance.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey there, Tim, the founder of CatBar here. I run multiple apps, and needed a way to quickly glance at my revenue stream without taking my phone out. I scratched my own little itch and made CatBar.<\/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>Menu bar apps are heavily underrated. Can I track multiple sources?<\/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>Love this idea! I use RevenueCat for my own app and I’m always switching tabs to check MRR. Having it right in the menu bar is such a simple but useful solution. Does it support multiple 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this! I use RevenueCat for my app and checking the dashboard constantly is a habit. Having it in the menu bar saves so many tab switches. Great idea.<\/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 takes me back to the days when I\u2019d check my $0 MRR RevenueCat dashboard every few hours.\ud83d\ude02<\/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>Scratching your own itch is the best origin story. As an iOS maker about to launch my first app, I’m already thinking about how obsessively I’ll check my revenue on day one.<\/p>\n<p>Does CatBar support multiple apps in the same dashboard, or is it one app at a 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is going to be dangerous for my productivity. I already check RevenueCat way too often, putting it in the menu bar means I’ll never stop. Seriously though, having MRR visible at a glance without opening a dashboard is exactly the kind of tiny quality-of-life thing that adds up. Are you planning to add notifications for milestones? Like a little ping when you cross a revenue threshold?<\/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\/WHHXSE3QCXS5YT\" class=\"app-title\">XP One<\/a><\/p>\n<div class=\"one-liner\">Replace Waalaxy, Lemlist, LGM, Apollo, Hunter & PB \u2192 $29\/mo<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">33<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>XP One\u662f\u4e00\u6b3e\u96c6LinkedIn\u7ebf\u7d22\u6316\u6398\u3001\u6570\u636e\u4e30\u5bcc\u3001\u591a\u6e20\u9053\u89e6\u8fbe\u4e0eAI CRM\u4e8e\u4e00\u4f53\u7684\u8425\u9500\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u4ee5\u6bcf\u670829\u7f8e\u5143\u7684\u4e00\u7ad9\u5f0f\u65b9\u6848\uff0c\u89e3\u51b3\u8425\u9500\u4eba\u5458\u56e0\u4f7f\u7528\u591a\u6b3e\u72ec\u7acb\u5de5\u5177\u5bfc\u81f4\u7684\u9ad8\u6210\u672c\u3001\u4f4e\u6548\u7387\u4e0e\u6570\u636e\u5272\u88c2\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\/80474b26-ad36-4ca0-bb72-26c18233e3e7.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\/783f5d29-b9e2-409e-94e9-92b466a68bd7.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\/093fbb6a-1e80-448c-bdf4-0fc40f83844c.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\/4052919c-b9cb-47e8-a8d9-0cc6dd8595a2.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\/e4fbc549-e5e5-42bd-bd04-22baebada2bf.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\/b72e3558-ed98-40aa-9bda-194a8994c3ee.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\/367511fb-724b-4eff-9487-a98a4f713a34.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\/231b2ba8-2f72-4fc3-8431-b5607c71a0d8.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\/9f6d4a40-05a6-478b-9ce0-9df35c1a8b78.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/4FVjSoCcLEg\"><source src=\"https:\/\/youtu.be\/4FVjSoCcLEg\" 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\">Sales<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">LinkedIn<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u7ebf\u7d22\u6316\u6398<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4e30\u5bcc<\/span><br \/>\n <span class=\"tag\">\u591a\u6e20\u9053\u89e6\u8fbe<\/span><br \/>\n <span class=\"tag\">AI CRM<\/span><br \/>\n <span class=\"tag\">\u4e00\u4f53\u5316\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">LinkedIn\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u5316<\/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\u5f3a\u8c03\u89e3\u51b3\u5de5\u5177\u5806\u53e0\u3001\u6210\u672c\u9ad8\u6602\u3001\u6d41\u7a0b\u65ad\u88c2\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5e76\u5c55\u793a\u4e86\u5b9e\u9645\u83b7\u5ba2\u6548\u679c\u3002\u8bc4\u8bba\u91cd\u70b9\u5173\u6ce8\u8d26\u6237\u5b89\u5168\u6027\uff08\u96f6\u5c01\u53f7\u627f\u8bfa\uff09\u3001\u7ebf\u7d22\u8d28\u91cf\u4e0e\u8f6c\u5316\u62c5\u5fe7\uff0c\u4ee5\u53ca\u5de5\u5177\u95f4\u6570\u636e\u5272\u88c2\u7684\u4f53\u9a8c\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 XP One\u7684\u53d9\u4e8b\u7cbe\u51c6\u5730\u51fb\u4e2d\u4e86SaaS\u65f6\u4ee3\u7684\u4e00\u4e2a\u666e\u904d\u987d\u75be\uff1a\u201c\u5de5\u5177\u81a8\u80c0\u201d\u3002\u5b83\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3aWaalaxy\u3001Lemlist\u7b49\u516d\u4e2a\u6d41\u884c\u5de5\u5177\u7684\u201c\u7ec8\u7ed3\u8005\u201d\uff0c\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u5355\u7eaf\u7684\u529f\u80fd\u5806\u780c\uff0c\u800c\u662f**\u5de5\u4f5c\u6d41\u7684\u6574\u5408\u4e0e\u6210\u672c\u7684\u9769\u547d\u6027\u538b\u7f29**\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u4ea7\u54c1\u903b\u8f91\u770b\uff0c\u5b83\u8bd5\u56fe\u5c06\u201c\u627e\u7ebf\u7d22\uff08\u6316\u6398\uff09- \u8865\u4fe1\u606f\uff08\u4e30\u5bcc\uff09- \u53bb\u89e6\u8fbe\uff08\u8425\u9500\uff09- \u7ba1\u5173\u7cfb\uff08CRM\uff09\u201d\u8fd9\u4e00\u7ebf\u6027\u6d41\u7a0b\u65e0\u7f1d\u95ed\u73af\u3002\u8fd9\u76f4\u6307\u7528\u6237\u6700\u6df1\u7684\u75db\u70b9\uff1a\u5728\u591a\u4e2a\u5de5\u5177\u95f4\u5207\u6362\u5bfc\u81f4\u7684\u6570\u636e\u5b64\u5c9b\u3001\u4e0a\u4e0b\u6587\u4e22\u5931\u548c\u6548\u7387\u635f\u8017\u3002\u6bcf\u670829\u7f8e\u5143\u7684\u5b9a\u4ef7\uff0c\u5bf9\u6bd4\u5ba3\u79f0\u7684377+\u7f8e\u5143\u539f\u6210\u672c\uff0c\u5177\u6709\u6781\u5f3a\u7684\u98a0\u8986\u6027\u548c\u8bdd\u9898\u6027\uff0c\u662f\u5207\u5165\u5e02\u573a\u6700\u950b\u5229\u7684\u94a9\u5b50\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002**\u201cAll-in-One\u201d\u7684\u8bf1\u60d1\u80cc\u540e\uff0c\u5e38\u4f34\u968f\u7740\u201cNone-of-The-Best\u201d\u7684\u98ce\u9669**\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u7ebf\u7d22\u53c2\u4e0e\u4f46\u4e0d\u8f6c\u5316\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u70b9\u4e2d\u4e86\u8981\u5bb3\uff1a\u6574\u5408\u7684\u4fbf\u6377\u6027\u662f\u5426\u4ee5\u727a\u7272\u5355\u4e2a\u73af\u8282\u7684\u4e13\u4e1a\u6df1\u5ea6\u6216\u7cbe\u51c6\u5ea6\u4e3a\u4ee3\u4ef7\uff1f\u5176\u201c\u96f6LinkedIn\u5c01\u53f7\u201d\u7684\u6280\u672f\u627f\u8bfa\uff0c\u5728\u5e73\u53f0\u65e5\u76ca\u4e25\u5389\u7684\u53cd\u81ea\u52a8\u5316\u653f\u7b56\u4e0b\uff0c\u5c06\u662f\u6301\u7eed\u7684\u9ad8\u538b\u6d4b\u8bd5\uff0c\u4e5f\u662f\u5176\u751f\u5b58\u7684\u751f\u547d\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u58f0\u79f0\u201c\u5b8c\u5168\u81ea\u4e3e\u3001\u5feb\u901f\u8fed\u4ee3\u201d\uff0c\u8fd9\u5728\u5c0f\u56e2\u961f\u9a8c\u8bc1\u4ea7\u54c1\u5e02\u573a\u5951\u5408\u5ea6\u65f6\u662f\u4f18\u52bf\uff0c\u4f46\u5728\u9762\u5bf9\u4f01\u4e1a\u7ea7\u5ba2\u6237\u5bf9\u7a33\u5b9a\u6027\u3001\u6570\u636e\u5408\u89c4\u6027\u53ca\u6df1\u5ea6\u96c6\u6210\u9700\u6c42\u65f6\uff0c\u53ef\u80fd\u6210\u4e3a\u77ed\u677f\u3002\u672c\u8d28\u4e0a\uff0cXP One\u76ee\u524d\u662f\u4e00\u4e2a\u9488\u5bf9\u4e2d\u5c0f\u56e2\u961f\u6216\u4e2a\u4f53\u8425\u9500\u8005\u7684\u201c\u6548\u7387\u4e0e\u6210\u672c\u4f18\u5316\u201d\u5de5\u5177\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u5728\u4e8e\u529f\u80fd\u5217\u8868\u662f\u5426\u66f4\u957f\uff0c\u800c\u5728\u4e8e\u5176\u6574\u5408\u540e\u7684\u5de5\u4f5c\u6d41\u662f\u5426\u771f\u6b63\u4e1d\u6ed1\u3001\u53ef\u9760\uff0c\u4e14\u80fd\u6301\u7eed\u5b89\u5168\u5730\u83b7\u53d6\u9ad8\u8d28\u91cf\u7ebf\u7d22\u3002\u5b83\u662f\u5728\u8d4c\u201c\u4e00\u4f53\u5316\u4f53\u9a8c\u201d\u7684\u4ef7\u503c\uff0c\u8db3\u4ee5\u8ba9\u7528\u6237\u653e\u5f03\u90a3\u4e9b\u529f\u80fd\u66f4\u4e13\u7cbe\u4f46\u5272\u88c2\u7684\u201c\u6700\u4f73\u5355\u54c1\u201d\u3002\u8fd9\u6761\u8def\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u9700\u5728\u529f\u80fd\u5e7f\u5ea6\u3001\u4e13\u4e1a\u6df1\u5ea6\u4e0e\u5e73\u53f0\u5b89\u5168\u95f4\u8d70\u597d\u94a2\u4e1d\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\">XP One<\/span>\n <\/div>\n<div class=\"comment-content\">You\u2019re probably paying for Waalaxy, Lemlist, LGM, Apollo, Hunter and PhantomBuster. That\u2019s $377+ per month for 6 tools, 6 logins and 6 invoices, and they don\u2019t even work together. XP One replaces all of them. One Chrome extension. One dashboard. Collect leads from LinkedIn in one click. Enrich them with verified emails and phone numbers. Launch campaigns on LinkedIn, Email and WhatsApp. Track everything in a built-in AI CRM. One tool. One flow. $29 per month. More clients.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH, Walid here.<\/p>\n<p>I\u2019ve spent the last 8 years in lead gen, running hundreds of campaigns.<\/p>\n<p>And honestly, nothing really worked the way it should.<\/p>\n<p>Too many tools.<\/p>\n<p>Too expensive.<\/p>\n<p>Too much time wasted trying to connect 6 or more tools.<\/p>\n<p>-> So we built XP One.<\/p>\n<p>Something simple that actually lets you find and reach clients without stacking 6 or more tools.<\/p>\n<p>We use it ourselves every day.<\/p>\n<p>Last week, I booked 7 meetings in 3 days with a simple WhatsApp flow.<\/p>\n<p>That\u2019s how we got our first users.<\/p>\n<p>Most people spend $300+ per month on different tools. <\/p>\n<p>We made it $29, all in one place.<\/p>\n<p>We\u2019re a team of 4, fully bootstrapped.<\/p>\n<p>We ship fast and we listen to every piece of feedback.<\/p>\n<p>How many tools are you using today to do the same thing? \ud83d\udc47<\/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\/@walid_builds\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@walid_builds<\/a> wow amazing product mate<\/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 built XP One because we were tired of paying for 6 different tools that didn’t talk to each other. Now everything’s in one place. And honestly? Even I’m surprised how fast we find qualified leads.<\/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\/@fabrice_salah\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fabrice_salah<\/a> Yes\u2026 that was exactly the starting point.<\/p>\n<p>Too many tools, too many logins, no real flow.<\/p>\n<p>We didn\u2019t just want to stack features \u2192<br \/>we wanted one clean system that actually works end-to-end.<\/p>\n<p>And the speed of getting qualified leads\u2026<br \/>that\u2019s where it really hits.<\/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>Zero LinkedIn bans. It’s not a marketing slogan \u2014 it’s a technical obsession. We spent months calibrating delays, randomizing actions, respecting rate limits. Your account security is our #1 priority.<\/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\/@devopscraftsman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@devopscraftsman<\/a> Appreciate this.<\/p>\n<p>We\u2019ve seen too many tools chase volume and ignore safety.<\/p>\n<p>For us, it\u2019s simple \u2192 no account, no business.<\/p>\n<p>So yeah, everything is built around that.<\/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>Good luck Walid.<\/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\/@mustapha_ajermou1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustapha_ajermou1<\/a> Thanks Mustapha !<\/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>Running lead gen across 6+ tools is painful mostly because context breaks between them. How do you filter out leads who engage just to engage but never actually convert?<\/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\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WKF4J7YFQEYSCK\" class=\"app-title\">AppDeploy<\/a><\/p>\n<div class=\"one-liner\">Deploy real apps from ChatGPT or Claude in seconds<\/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>AppDeploy \u662f\u4e00\u6b3e\u201c\u804a\u5929\u539f\u751f\u201d\u90e8\u7f72\u5de5\u5177\uff0c\u5b83\u65e0\u7f1d\u96c6\u6210\u5230ChatGPT\u3001Claude\u7b49AI\u7f16\u7a0b\u5bf9\u8bdd\u4e2d\uff0c\u5c06AI\u751f\u6210\u7684\u4ee3\u7801\u79d2\u7ea7\u81ea\u52a8\u90e8\u7f72\u4e3a\u53ef\u7528\u7684\u7ebf\u4e0a\u5e94\u7528\uff0c\u89e3\u51b3\u4e86\u4ece\u201cAI\u5199\u51fa\u4ee3\u7801\u201d\u5230\u201c\u5e94\u7528\u771f\u6b63\u4e0a\u7ebf\u201d\u4e4b\u95f4\u7684\u5de8\u5927\u5de5\u7a0b\u5316\u65ad\u5c42\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\/781a19fd-7eab-43ee-9cb1-ed6acc9ec9ef.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\/47719866-be7c-4b21-b1d8-55a2acc61c4f.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\/b226a166-4dd6-4c8c-9ed5-2254a742e8da.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\/8676d8ea-4992-4db5-8ad6-63dcc2e9b8a0.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\/2b5c3151-2426-4766-acc7-a67851cbda9f.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\/294a2676-dd60-423a-940f-d5e8a9c6729d.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=FdCWoXrviRg\"><source src=\"https:\/\/www.youtube.com\/watch?v=FdCWoXrviRg\" 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\">Website Builder<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5e94\u7528\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u5168\u6808\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u539f\u751f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u539f\u578b<\/span><br \/>\n <span class=\"tag\">MVP\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u540e\u7aef\u5373\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316QA<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u53d1\u5e03<\/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\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86AI\u7f16\u7a0b\u4e0e\u90e8\u7f72\u95f4\u7684\u5173\u952e\u65ad\u5c42\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u8be2\u95ee\u81ea\u52a8\u5316QA\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\uff1b\u5173\u5fc3\u5e95\u5c42\u4ee3\u7801\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u53ef\u89c1\u6027\u4e0e\u53ef\u63a7\u6027\uff1b\u63a2\u8ba8\u6784\u5efa\u6e38\u620f\u7b49\u590d\u6742\u5e94\u7528\u7684\u53ef\u884c\u6027\uff1b\u4ee5\u53ca\u4e0e\u7ade\u54c1\u5728\u751f\u4ea7\u73af\u5883\u7a33\u5b9a\u6027\u7684\u5bf9\u6bd4\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 AppDeploy \u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2aAI\u4ee3\u7801\u751f\u6210\u5668\uff0c\u800c\u5728\u4e8e\u6210\u4e3aAI\u7f16\u7a0b\u65f6\u4ee3\u7684\u201c\u7f3a\u5931\u4e00\u73af\u201d\u2014\u2014\u81ea\u52a8\u5316\u8fd0\u7ef4\u4e0e\u90e8\u7f72\u5c42\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u662f\u5bf9\u5de5\u4f5c\u6d41\u548c\u5fc3\u667a\u6a21\u578b\u7684\u9769\u65b0\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u5f53\u524dAI\u8f85\u52a9\u5f00\u53d1\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u751f\u6210\u4ee3\u7801\u7684\u8fb9\u9645\u6210\u672c\u5df2\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u4f46\u5c06\u4ee3\u7801\u8f6c\u5316\u4e3a\u53ef\u5171\u4eab\u3001\u53ef\u8fed\u4ee3\u3001\u53ef\u9760\u7ebf\u4e0a\u670d\u52a1\u7684\u5de5\u7a0b\u6210\u672c\u4f9d\u7136\u9ad8\u6602\uff0c\u8fd9\u6b63\u662f\u65e0\u6570\u201c\u539f\u578b\u201d\u592d\u6298\u7684\u9b3c\u95e8\u5173\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u201c\u8fde\u63a5\u5668\u201d\u800c\u975e\u201c\u7ade\u4e89\u8005\u201d\uff0c\u517c\u5bb9\u4e3b\u6d41AI\u5de5\u5177\uff0c\u8fd9\u662f\u660e\u667a\u7684\u6218\u7565\u3002\u5b83\u4e0d\u4e89\u593a\u4ee3\u7801\u751f\u6210\u7684\u5165\u53e3\uff0c\u800c\u662f\u6df1\u8015\u751f\u6210\u540e\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\uff0c\u63d0\u4f9b\u4ece\u6570\u636e\u5e93\u3001\u8ba4\u8bc1\u5230\u65e5\u5fd7\u3001\u56de\u6eda\u7684\u5168\u6808BaaS\u80fd\u529b\uff0c\u751a\u81f3\u6574\u5408\u4e86\u81ea\u52a8\u5316QA\u548c\u89c6\u89c9\u5316\u9519\u8bef\u62a5\u544a\u3002\u8fd9\u5b9e\u9645\u4e0a\u662f\u5c06\u4e2d\u5927\u578b\u79d1\u6280\u516c\u53f8\u7684\u6807\u51c6\u5de5\u7a0b\u5b9e\u8df5\uff08CI\/CD\u3001DevOps\u3001\u76d1\u63a7\uff09\u5c01\u88c5\u6210\u5e73\u6c11\u5316\u3001\u573a\u666f\u5316\u7684\u670d\u52a1\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\u62bd\u8c61\u4e00\u5207\u201d\u7684\u53cc\u5203\u5251\uff1a\u4e3a\u65b0\u624b\u63d0\u4f9b\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u53ef\u80fd\u8ba9\u8fdb\u9636\u5f00\u53d1\u8005\u611f\u5230\u5931\u63a7\uff0c\u5c24\u5176\u662f\u5728\u8c03\u8bd5\u590d\u6742\u751f\u4ea7\u95ee\u9898\u65f6\u3002\u5176\u6b21\uff0c\u573a\u666f\u8fb9\u754c\u95ee\u9898\uff1a\u867d\u7136\u56e2\u961f\u58f0\u79f0\u652f\u6301\u6e38\u620f\u7b49\u590d\u6742\u5e94\u7528\uff0c\u4f46\u5176\u201c\u63cf\u8ff0\u5373\u5f97\u201d\u7684\u8303\u5f0f\u66f4\u9002\u7528\u4e8e\u6807\u51c6\u5316\u7684CRUD\u7c7b\u5e94\u7528\uff0c\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u903b\u8f91\u548c\u6027\u80fd\u654f\u611f\u578b\u5e94\u7528\u4ecd\u662f\u5176\u76f2\u533a\u3002\u6700\u540e\uff0c\u5546\u4e1a\u6a21\u5f0f\u4e0e\u201c\u516c\u5e73\u4f7f\u7528\u201d\u7684\u5e73\u8861\uff1a\u514d\u8d39\u63d0\u4f9b\u5168\u529f\u80fd\u662f\u4e00\u628a\u5f3a\u5927\u7684\u589e\u957f\u5229\u5668\uff0c\u4f46\u5982\u4f55\u5b9a\u4e49\u5e76\u7ba1\u63a7\u8d44\u6e90\u6d88\u8017\uff0c\u907f\u514d\u88ab\u201c\u8585\u7f8a\u6bdb\u201d\uff0c\u5c06\u662f\u5176\u89c4\u6a21\u5316\u540e\u7684\u5fc5\u7ecf\u8003\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cAppDeploy \u662f\u5728\u8d4c\u4e00\u4e2a\u672a\u6765\uff1a\u5373\u7edd\u5927\u591a\u6570\u7531AI\u89e6\u53d1\u7684\u5e94\u7528\u521b\u610f\uff0c\u5176\u4ef7\u503c\u5728\u4e8e\u5feb\u901f\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\uff0c\u800c\u975e\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7684\u7cbe\u7ec6\u63a7\u5236\u3002\u5b83\u8bd5\u56fe\u8ba9\u201c\u90e8\u7f72\u201d\u53d8\u5f97\u50cf\u53d1\u9001\u6d88\u606f\u4e00\u6837\u7b80\u5355\uff0c\u5982\u679c\u6210\u529f\uff0c\u5c06\u6781\u5927\u964d\u4f4e\u6570\u5b57\u4ea7\u54c1\u7684\u521b\u65b0\u95e8\u69db\uff0c\u4f46\u5b83\u7684\u5929\u82b1\u677f\uff0c\u4e5f\u6070\u6070\u7531\u8fd9\u4e2a\u201c\u7edd\u5927\u591a\u6570\u201d\u7684\u5e02\u573a\u89c4\u6a21\u6240\u51b3\u5b9a\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\">AppDeploy<\/span>\n <\/div>\n<div class=\"comment-content\">Tell your AI what to build, AppDeploy makes it real. Connect it once to ChatGPT, Claude, Cursor, Codex, or any AI agent – describe what you want in natural language and get a live public URL within seconds, without leaving the chat. No Git, no CLI. Hosting, database, auth, storage, secrets, realtime, background jobs, notifications, AI, autonomous end-to-end QA, visual bug reports, logs, version control with instant rollbacks – all handled automatically. Free to try. No credit card required.<\/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’re the team behind AppDeploy, and over the past few months we’ve been focused on one thing: fixing the gap between “AI wrote my app” and “my app is actually live”.<\/p>\n<p>Today, AI can already write full apps from a prompt.<br \/>\nBut shipping them still means leaving the chat, picking a host, setting up a database, managing keys, and dealing with deployment. That friction is where most ideas stop.<\/p>\n<p>So we built AppDeploy – chat-native deployment.<\/p>\n<p>It connects to the AI tools you already use – ChatGPT, Claude, Cursor, Codex – and handles everything that happens after the code is written.<br \/>\nDescribe what you want, and get a live URL back. No Git, no CLI, no IDE. You never leave the chat.<\/p>\n<p>Under the hood, AppDeploy provides everything needed to actually run the app:<br \/>\n\u2022 backend, database, auth, and storage<br \/>\n\u2022 realtime updates, background jobs, notifications<br \/>\n\u2022 built-in AI capabilities<br \/>\n\u2022 logs, versioning, and instant rollbacks<br \/>\n\u2022 automated QA with browser-based checks and visual bug reports<\/p>\n<p>It’s designed for:<br \/>\n\u2022 people who don’t code but can describe what they want<br \/>\n\u2022 developers tired of copy-pasting AI code into hosting dashboards<br \/>\n\u2022 teams building MVPs, internal tools, or side projects quickly<\/p>\n<p>One thing we learned building this: the moment someone sees a real app live from a chat – with a database, auth, everything working – it completely changes how they think about building. That’s the moment we’re trying to make trivial.<\/p>\n<p>Personally, I’ve been writing code for 18+ years, and I now find myself shipping far more side projects and ad-hoc tools – simply because I can go from idea to a working app without thinking about schemas, infrastructure, or deployment.<\/p>\n<p>AppDeploy is free to use (fair usage), unlimited apps, with all features included. No credit card required.<\/p>\n<p>We’d really love your feedback \ud83d\ude4f<br \/>\nWhat would you try building with this?<\/p><\/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\/@abeatappdeploy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abeatappdeploy<\/a> love this, the gap between AI writing code and actually shipping it is so real! curious about the automated QA part, how does it catch bugs? does it actually test the app like a real user would? \ud83d\udc40<\/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>Best!!!<\/p>\n<p>I’m using this every day<\/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\/@omer_sade1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@omer_sade1<\/a> thanks Omer! So glad to hear that.<br \/>Hope you are having a great experience, and please let us know if anything is missing.<\/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 there a way to see what’s actually running under the hood, or is it fully abstracted away? 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_salois\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_salois<\/a> – thanks. The code is always available to you – you can ask the AI chat\/agent for it at any point, including past versions, since AppDeploy keeps the source for every version.<\/p>\n<p>The deployment and infrastructure side is abstracted away, but not hidden – if you want to understand more about how apps run under the hood, <a href=\"https:\/\/appdeploy.ai\/blog\/appdeploy-security\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">this<\/a> blog post explains it.<\/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 like the fact that the system tests itself and deploys fixes automatically since getting that last 10% working using vibe coding tools is usually where I lose interest in my side projects \ud83d\ude05<br \/>Can I take this a step further from saas apps and build games? and more specifically – multiplayer games?<\/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\/@maor_veitsman\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"maor_veitsman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@maor_veitsman<\/a> – thanks. Indeed, closing the QA loop is a big part of what makes the AppDeploy experience much smoother, especially for that last 10% that usually kills momentum.<\/p>\n<p>And yes – games are absolutely possible, including multiplayer games. We already see people building in that category with AppDeploy, and there are a few examples on our gallery page:<\/p>\n<p><a href=\"https:\/\/appdeploy.ai\/gallery\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/appdeploy.ai\/gallery<\/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>Really nice! If I build the same app in Lovable and AppDeploy, where would yours break less in production? Like what will be the main difference?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> – great question. If we are talking about breaking less in production, the main difference is what happens after the code is written. AppDeploy handles deployment, infrastructure, QA loops, bug fixing, and redeployments automatically, so there is less manual work and less room for things to break between “the AI wrote code” and “the app is actually live and usable”.<\/p>\n<p>In our test, AppDeploy shipped apps faster, got simple apps working on the first try, and got the full-stack app live in 4 minutes. Lovable needed more iteration and did not get the complex app working within the test window.<\/p>\n<p>Another significant difference is that unlike Lovable, which comes with its own agent and editor, AppDeploy does not compete with other AI agents – it is the missing link between their coding capabilities and a real working app.<\/p>\n<p>So you can keep using your existing AI stack – like ChatGPT, Claude, Codex, Cursor, and others – and still go from prompt to a live app fast.<\/p>\n<p>See the full comparison here:<\/p>\n<p><a href=\"https:\/\/appdeploy.ai\/blog\/appdeploy-vs-lovable\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/appdeploy.ai\/blog\/appdeploy-vs-lovable<\/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<\/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\/6VLIKFOYB5GZEK\" class=\"app-title\">Guardian IDE<\/a><\/p>\n<div class=\"one-liner\">Control AI-generated code before it ships.<\/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>Guardian IDE\u662f\u4e00\u6b3e\u684c\u9762\u5e94\u7528\uff0c\u4e3a\u5c0f\u578b\u5de5\u7a0b\u56e2\u961f\u5728AI\u751f\u6210\u4ee3\u7801\u7684\u53d1\u5e03\u6d41\u7a0b\u524d\uff0c\u63d0\u4f9b\u96c6\u6210\u672c\u5730\u4ee3\u7801\u5ba1\u67e5\u3001\u7b56\u7565\u6267\u884c\u548c\u53d1\u5e03\u5ba1\u6279\u7684\u201c\u5b89\u5168\u95f8\u95e8\u201d\uff0c\u89e3\u51b3AI\u7f16\u7801\u5de5\u5177\u5bfc\u81f4\u4ee3\u7801\u8d28\u91cf\u4e0e\u5b89\u5168\u98ce\u9669\u5931\u63a7\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\/57c0d0ea-1d08-4d2c-8264-7c53832abce3.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\/ddd7f4ec-2486-497c-a351-f9d39e6d7c56.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\/3d097ee1-d6f9-4db7-bdd3-63ce04eeeee1.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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ee3\u7801\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u53d1\u5e03\u7ba1\u63a7<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u7b56\u7565\u5373\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u7a0b\u6d41\u7a0b\u6cbb\u7406<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u8d28\u91cf\u95e8\u7981<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7DevSecOps<\/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\u5173\u6ce8\u4ea7\u54c1\u5bf9\u63d0\u793a\u8bcd\u7b49\u751f\u6210\u4e0a\u4e0b\u6587\u7684\u5229\u7528\u7a0b\u5ea6\uff0c\u4ee5\u53ca\u652f\u6301\u7684\u8bed\u8a00\u6846\u67b6\u3002\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u4ece\u201c\u4ee3\u7801\u5ba1\u67e5\u201d\u5230\u201c\u53d1\u5e03\u6cbb\u7406\u201d\u7684\u6f14\u53d8\u7406\u5ff5\u3002\u7528\u6237\u80af\u5b9a\u5176\u5fc5\u8981\u6027\uff0c\u5e76\u8be2\u95ee\u80fd\u5426\u81ea\u5b9a\u4e49\u9488\u5bf9\u654f\u611f\u6a21\u5757\uff08\u5982\u8ba4\u8bc1\u3001\u652f\u4ed8\uff09\u7684\u5ba1\u6279\u7b56\u7565\uff0c\u5f97\u5230\u80af\u5b9a\u7b54\u590d\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 Guardian IDE\u7684\u4eae\u76f8\uff0c\u6298\u5c04\u51faAI\u8f85\u52a9\u7f16\u7a0b\u72c2\u98d9\u7a81\u8fdb\u540e\u4e00\u4e2a\u5fc5\u7136\u7684\u201c\u51b7\u9759\u671f\u201d\uff1a\u4ece\u8ffd\u6c42\u751f\u6210\u901f\u5ea6\uff0c\u8f6c\u5411\u6cbb\u7406\u751f\u6210\u7ed3\u679c\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u5c42\u9762\u7684\u4ee3\u7801\u626b\u63cf\uff0c\u800c\u5728\u4e8e\u5c06\u6a21\u7cca\u7684\u201c\u4eba\u5de5\u590d\u67e5\u201d\u8d23\u4efb\uff0c\u8f6c\u5316\u4e3a\u660e\u786e\u7684\u3001\u53ef\u5ba1\u8ba1\u7684\u201c\u53d1\u5e03\u63a7\u5236\u201d\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u6293\u4f4f\u4e86\u4e24\u4e2a\u5173\u952e\u7f1d\u9699\u5e02\u573a\uff1a\u4e00\u662f\u907f\u5f00\u4e86\u91cd\u578b\u7684\u3001\u9762\u5411\u90e8\u7f72\u540e\u7684\u4f01\u4e1a\u5b89\u5168\u65b9\u6848\uff0c\u9009\u62e9\u201c\u684c\u9762\u7aef\u201d\u548c\u201c\u53d1\u5e03\u524d\u201d\u8fd9\u4e2a\u66f4\u8f7b\u3001\u66f4\u65e9\u7684\u5207\u5165\u70b9\uff1b\u4e8c\u662f\u7cbe\u51c6\u670d\u52a1\u4e8e\u201c\u5c0f\u578b\u5de5\u7a0b\u56e2\u961f\u201d\uff0c\u4ed6\u4eec\u4eab\u53d7AI\u7684\u63d0\u6548\u7ea2\u5229\uff0c\u5374\u65e0\u529b\u6784\u5efa\u590d\u6742\u6d41\u7a0b\uff0c\u98ce\u9669\u655e\u53e3\u6700\u5927\u3002\u5176\u201c\u7b56\u7565\u9a71\u52a8\u201d\u4e0e\u201c\u5ba1\u6279\u8ddf\u8e2a\u201d\u7684\u8bbe\u8ba1\uff0c\u5b9e\u8d28\u662f\u5c06\u6700\u4f73\u5b9e\u8df5\uff08\u5982\u654f\u611f\u4ee3\u7801\u4eba\u5de5\u590d\u6838\uff09\u4ea7\u54c1\u5316\u3001\u81ea\u52a8\u5316\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5408\u89c4\u6027\u201c\u811a\u624b\u67b6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7b56\u7565\u5e93\u7684\u6df1\u5ea6\u4e0e\u51c6\u786e\u6027\uff0c\u5426\u5219\u6613\u6d41\u4e8e\u5f62\u5f0f\u3002\u5176\u6b21\uff0c\u5728\u201c\u672c\u5730\u4f18\u5148\u201d\u4e0e\u786e\u4fdd\u7b56\u7565\u5b9e\u65f6\u66f4\u65b0\u3001\u5171\u4eab\u4e4b\u95f4\u5b58\u5728\u5f20\u529b\u3002\u6700\u6839\u672c\u7684\u662f\uff0c\u5b83\u8bd5\u56fe\u5728\u5feb\u901f\u8fed\u4ee3\u7684\u654f\u6377\u6587\u5316\u4e0e\u5fc5\u8981\u7684\u7ba1\u63a7\u4e4b\u95f4\u5efa\u7acb\u5e73\u8861\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6587\u5316\u6539\u9020\u5de5\u5177\u3002\u82e5\u4ec5\u88ab\u5f53\u4f5c\u4e00\u9053\u53ef\u7ed5\u8fc7\u7684\u201c\u6d41\u7a0b\u969c\u788d\u201d\uff0c\u5176\u6548\u7528\u5c06\u5f52\u96f6\u3002\u56e0\u6b64\uff0c\u5b83\u7684\u6210\u529f\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u80fd\u529b\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u65e0\u7f1d\u878d\u5165\u5f00\u53d1\u5fc3\u6d41\uff0c\u6210\u4e3a\u201c\u4e0d\u5f97\u4e0d\u7528\u7684\u4fbf\u5229\u201d\uff0c\u800c\u975e\u201c\u4e0d\u5f97\u4e0d\u5e94\u4ed8\u7684\u9ebb\u70e6\u201d\u3002\u5f53\u524d\u6295\u7968\u6570\u4e0d\u9ad8\uff0c\u4e5f\u4fa7\u9762\u53cd\u6620\u4e86\u8ba9\u5f00\u53d1\u8005\u4e3b\u52a8\u4e3a\u201c\u7ba1\u63a7\u201d\u4e70\u5355\uff0c\u8fdc\u6bd4\u4e3a\u201c\u63d0\u6548\u201d\u4ed8\u8d39\u66f4\u5177\u6311\u6218\u6027\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\">Guardian IDE<\/span>\n <\/div>\n<div class=\"comment-content\">Guardian gives small engineering teams a desktop release gate for AI-generated code. It combines local code review, policy enforcement, release approvals, and updater-ready desktop delivery in one workflow, so teams can catch risky changes before they ship instead of after.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Do you also analyze prompt context and generation metadata etc or only the final code diff?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> <\/p>\n<p>Guardian is diff-first, but it can also use surrounding context when available, such as prompt context, approval history, and release metadata. The core decision is based on the final code change, with extra context used to make the review more accurate.<\/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\">We built Guardian because AI coding tools make teams faster, but they also make it easier to ship insecure, low-signal, or poorly reviewed changes. Most small teams do not have the time or process overhead for enterprise-style release controls, so we wanted a simpler approach: local-first code review, policy-based release gating, human approval for risky changes, and a desktop app that fits into an actual engineering workflow.<\/p>\n<p>While building this launch, the product evolved from \u201cAI critique for code changes\u201d into a fuller release control system. The biggest shift was treating AI output as something that needs governance, not just generation. That led us to add approval tracking, audit compatibility, updater signing, cross-platform desktop releases, and a workflow that keeps humans in control at the final release step.<\/p>\n<p>If you want, I can also give you:<\/p>\n<p>A shorter, sharper Product Hunt version<br \/>\nA more founder-style first comment<br \/>\nA more technical first comment for engineers<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Security in the IDE is where it should be caught – not after deployment. What languages and frameworks do you support? Would love to try 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sharmila_rangasamy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharmila_rangasamy<\/a> <br \/>Absolutely. Guardian is strongest today with modern web and desktop stacks like TypeScript\/JavaScript, React, Next.js, and Rust\/Tauri, and it also understands common config and security-sensitive files. The policy layer is framework-agnostic, so you can enforce rules like manual approval for auth, payment, or release-related changes. If you share your stack, I can tell you how well it\u2019s covered.<\/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 becoming more and more necessary. We use AI coding agents daily and the amount of code that gets generated without proper review is honestly scary. Can you define custom policies, like “never ship code that touches auth without a manual approval” or is it more of a general quality check?<\/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\/@ben_gend\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ben_gend<\/a> <\/p>\n<p>Yes. Guardian is policy-driven, not just a generic code quality check. You can define rules for sensitive areas like auth, payments, or infrastructure, and require manual approval before anything touching those parts ships.<\/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\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/T4BEH3JNADUJCK\" class=\"app-title\">SkiMap<\/a><\/p>\n<div class=\"one-liner\">Track your runs. Climb the leaderboards.<\/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\u4e13\u6ce8\u4e8e\u6ed1\u96ea\u8fd0\u52a8\u3001\u652f\u6301\u79bb\u7ebf\u4f7f\u7528\u76843D\u5730\u56fe\u5e94\u7528\uff0c\u901a\u8fc7\u7cbe\u51c6\u8bb0\u5f55\u6ed1\u884c\u8f68\u8ff9\u3001\u63d0\u4f9b\u6e05\u66703D\u5730\u56fe\u548c\u8da3\u5473\u6392\u884c\u699c\uff0c\u89e3\u51b3\u4e86\u6ed1\u96ea\u8005\u5728\u5c71\u533a\u9047\u5230\u7684GPS\u8986\u76d6\u5dee\u3001\u5e94\u7528\u8017\u7535\u5feb\u3001\u64cd\u4f5c\u590d\u6742\u7b49\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\/619ffb1f-96c3-439a-839a-b58ddf7a3730.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\/7068b2bd-a051-4de3-8f24-11f6b574793f.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\/f6e71bec-60e5-41b7-9ec6-4203648c6eaf.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\">Android<\/span><br \/>\n <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Snow sports<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6ed1\u96ea\u8fd0\u52a8<\/span><br \/>\n <span class=\"tag\">3D\u5730\u56fe<\/span><br \/>\n <span class=\"tag\">\u8f68\u8ff9\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u529f\u80fd<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u6392\u884c\u699c<\/span><br \/>\n <span class=\"tag\">\u6237\u5916\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5730\u7406\u4f4d\u7f6e\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u751f\u6d3b<\/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\u8986\u76d6\u5e7f\u3001\u5730\u56fe\u76f4\u89c2\u3001\u5b9e\u7528\u6027\u5f3a\u3002\u6838\u5fc3\u5efa\u8bae\/\u7591\u95ee\u96c6\u4e2d\u5728\uff1a\u80fd\u5426\u63d0\u4f9b\u70b9\u5bf9\u70b9\u8def\u7ebf\u5bfc\u822a\uff08\u5982\u7ed3\u5408\u7f06\u8f66\u548c\u96ea\u9053\uff09\uff1bGPS\u7cbe\u5ea6\u4e0e\u5168\u5929\u5019\u4f7f\u7528\u7684\u7535\u6c60\u7eed\u822a\u4f18\u5316\u65b9\u6848\uff1b\u4ee5\u53ca\u672a\u6765\u8fde\u63a5\u6ed1\u96ea\u8005\u7684\u793e\u4ea4\u529f\u80fd\u671f\u5f85\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 SkiMap\u5207\u5165\u7684\u662f\u4e00\u4e2a\u5178\u578b\u201c\u573a\u666f\u5de5\u5177\u201d\u5e02\u573a\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u6700\u4f73\u8986\u76d6\u201d\u3001\u201c\u6e05\u6d013D\u5730\u56fe\u201d\u548c\u201c\u79bb\u7ebf\u5de5\u4f5c\u201d\u76f4\u6307\u5f53\u524d\u6ed1\u96ea\u5e94\u7528\u7684\u6838\u5fc3\u69fd\u70b9\uff1a\u4fe1\u53f7\u4f9d\u8d56\u3001\u4f53\u9a8c\u5272\u88c2\u548c\u529f\u8017\u7126\u8651\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5bf9\u5176\u57fa\u7840\u5de5\u5177\u4ef7\u503c\uff08\u4e8b\u524d\u89c4\u5212\u3001\u4e8b\u540e\u56de\u987e\uff09\u5df2\u6709\u8ba4\u53ef\uff0c\u4f46\u4ea7\u54c1\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u4e0e\u6311\u6218\u4e5f\u540c\u65f6\u6d6e\u73b0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u5806\u780c\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u6ed1\u96ea\u8fd0\u52a8\u7684\u6570\u636e\u5c42\u201d\u30023D\u5730\u56fe\u4e0e\u8f68\u8ff9\u8bb0\u5f55\u662f\u6570\u636e\u91c7\u96c6\u7aef\uff0c\u6392\u884c\u699c\u662f\u6570\u636e\u6fc0\u52b1\u5c42\uff0c\u800c\u79bb\u7ebf\u80fd\u529b\u5219\u662f\u786e\u4fdd\u6570\u636e\u4e0d\u65ad\u6d41\u7684\u57fa\u5efa\u3002\u7136\u800c\uff0c\u7528\u6237\u5173\u4e8e\u201c\u70b9\u5bf9\u70b9\u5bfc\u822a\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u523a\u4e2d\u4e86\u6ed1\u96ea\u6570\u5b57\u5316\u6700\u6df1\u7684\u6c34\u4e0b\u51b0\u5c71\uff1a\u6ed1\u96ea\u573a\u57df\u5e76\u975e\u6807\u51c6\u9053\u8def\u7f51\uff0c\u7f06\u8f66\u4e0e\u96ea\u9053\u662f\u6a21\u7cca\u8fde\u63a5\u7684\u975e\u6807\u8282\u70b9\uff0c\u8fd9\u5bfc\u81f4\u901a\u7528\u7684\u8def\u5f84\u89c4\u5212\u7b97\u6cd5\u51e0\u4e4e\u5931\u6548\u3002\u5f00\u53d1\u8005\u7684\u56de\u590d\u5766\u8bda\u4e86\u5176\u590d\u6742\u6027\uff0c\u4e5f\u6697\u793a\u4e86\u5176\u6f5c\u5728\u91ce\u5fc3\u2014\u2014\u82e5\u80fd\u901a\u8fc7\u7b97\u6cd5+\u4f17\u5305\u7b49\u65b9\u5f0f\u7834\u89e3\u6b64\u96be\u9898\uff0c\u5c06\u80fd\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u5b9e\u65f6\u5bfc\u5f15\u5e73\u53f0\u201d\uff0c\u4ef7\u503c\u500d\u589e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u7280\u5229\u70b9\u5728\u4e8e\u7535\u6c60\u4f18\u5316\u3002\u5f00\u53d1\u8005\u63d0\u53ca\u7684\u201c\u81ea\u9002\u5e94\u9891\u7387\u4e0e\u6570\u636e\u5e73\u6ed1\u201d\u662f\u52a1\u5b9e\u7b56\u7565\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u7cbe\u5ea6\u4e0e\u529f\u8017\u95f4\u8d70\u94a2\u4e1d\u3002\u5728\u4e25\u5bd2\u8017\u7535\u66f4\u5feb\u7684\u6781\u7aef\u73af\u5883\u4e0b\uff0c\u5176\u6280\u672f\u65b9\u6848\u7684\u9c81\u68d2\u6027\u4ecd\u9700\u5927\u89c4\u6a21\u5b9e\u5730\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cSkiMap\u4ea7\u54c1\u601d\u8def\u6e05\u6670\uff0c\u6293\u4f4f\u4e86\u73b0\u6709\u75db\u70b9\u3002\u4f46\u5176\u957f\u671f\u4ef7\u503c\u53d6\u51b3\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u5728\u975e\u6807\u5730\u7406\u7a7a\u95f4\u5185\u5b9e\u73b0\u53ef\u9760\u5bfc\u822a\u7684\u6280\u672f\u6216\u6570\u636e\u58c1\u5792\u80fd\u7b51\u591a\u9ad8\uff1b\u4e8c\u662f\u5176\u201c\u6392\u884c\u699c\u201d\u6240\u4ee3\u8868\u7684\u8f7b\u5ea6\u793e\u4ea4\uff0c\u80fd\u5426\u5f62\u6210\u96ea\u53cb\u95f4\u7684\u7c98\u6027\u95ed\u73af\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5355\u6b21\u6ed1\u96ea\u7684\u6570\u636e\u7eaa\u5ff5\u54c1\u3002\u5b83\u76ee\u524d\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u5782\u76f4\u5de5\u5177\uff0c\u4f46\u79bb\u6210\u4e3a\u4e00\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u6ed1\u96ea\u751f\u6001\u5165\u53e3\uff0c\u8fd8\u6709\u6700\u8270\u96be\u7684\u51e0\u6b65\u9700\u8981\u8de8\u8d8a\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\">SkiMap<\/span>\n <\/div>\n<div class=\"comment-content\">Track your ski runs, see them in 3D, and compete on leaderboards. Works offline.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone,<\/p>\n<p>me, Alberto and Ciccio (Francesco) just built skimap. \u26f7\ufe0f<\/p>\n<p>We found that current apps have some problems: bad coverage, drained battery\ud83e\udeab, and too complex.<\/p>\n<p>so we built our own:<\/p>\n<p>1. best coverage<br \/>\n2. clean 3D map \ud83c\udfd4\ufe0f<br \/>\n3. fun (leaderboards) \ud83c\udfc6<br \/>\n4. works offline \ud83d\udcf6\u26d4<\/p>\n<p>If you ski, I\u2019d really love to hear what you think so we can improve!<\/p>\n<p>Thanks for checking it out! \ud83e\udd19\ud83c\udffb<\/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>It helps not only on the day but also to familiarize with new resort before getting there. It\u2019s a one stop shop for this activity: usual maps are often hard to read<\/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>Sick!<\/p>\n<p>would be sick then connect skiers\ud83e\udef6<\/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>Best app ever. Been using it these days in Livigno and it\u2019s awesome. <\/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>I am snowboarding for too many years and tried different kind of apps.<br \/>My question is: why there is no app yet that shows my directions how to get from location X -> to location Y? Like, take ski lift X1, X2, go down slope A and take cabin X3.<\/p>\n<p>Looking at your app I am not sure if you actually load real map or ski lifts, but I’m curios 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@paul_boldijar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@paul_boldijar<\/a> <\/p>\n<p>The main issue is that ski resorts don\u2019t behave like normal maps. lifts and slopes don\u2019t start and end at the exact same points, and connections between them are often ambiguous.<\/p>\n<\/p>\n<p>for example, a lift might drop you \u201cnear\u201d the start of multiple slopes, but not exactly on any of them, and small differences in terrain or direction can completely change where you can actually go.<\/p>\n<\/p>\n<p>so building reliable directions like \u201ctake lift X \u2192 slope A \u2192 lift B\u201d is much harder than it looks, because the system isn\u2019t a clean graph like roads.<\/p>\n<\/p>\n<p>we\u2019re still trying to build it though, in a way that doesn\u2019t require mapping everything manually (hard but maybe possible)<\/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>How are you handling GPS accuracy and battery usage, especially when tracking all day on the mountain?<\/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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> <\/p>\n<p>Thanks for the question!<\/p>\n<\/p>\n<p>so, we don\u2019t track at a constant high frequency, we adapt based on movement and then smooth the data instead of relying on raw GPS points. for accuracy we also do some map matching so runs align better with actual slopes.<\/p>\n<\/p>\n<p>on battery, we have a few small tricks that help a lot. nothing crazy, but surprisingly a lot of big apps don\u2019t do them. dm me if you want i can share them \ud83d\ude42<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51be6b07-6d08-412f-9ce0-e2a8a086f8b5.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<\/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\/QRLA3XGVKSO3UE\" class=\"app-title\">AgentPack Chrome Extension<\/a><\/p>\n<div class=\"one-liner\">Custom AI agents, one click away on any webpage<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">14<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eChrome\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u53ef\u5c06\u7528\u6237\u5b9a\u5236\u7684AI\u667a\u80fd\u4f53\u548c\u5de5\u4f5c\u6d41\u5d4c\u5165\u6d4f\u89c8\u5668\u4fa7\u8fb9\u680f\uff0c\u8ba9\u4e13\u4e1a\u4eba\u58eb\u5728\u4efb\u610f\u7f51\u9875\u4e00\u952e\u8c03\u7528\u5176\u4e13\u5c5e\u65b9\u6cd5\u8bba\uff0c\u89e3\u51b3\u4e86AI\u5de5\u5177\u4e0e\u5de5\u4f5c\u6d41\u8131\u79bb\u6d4f\u89c8\u573a\u666f\u3001\u5207\u6362\u7e41\u7410\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\/1a401a27-418a-4362-9807-58889a73b88c.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\/4b4c747b-47ab-40a9-8c2d-3a19a7d746a8.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\/412fc060-fefa-4501-8474-42a69826d168.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\/6b44d78b-41a0-4071-bd0d-a526824c3868.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\/420b3cec-dba8-4b04-b91f-f38fd0120230.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\/c7d72644-2308-4211-b6e2-5a30572e62f2.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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u4fa7\u8fb9\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Chrome\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u4e13\u5bb6\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u65e0\u4e0a\u4e0b\u6587\u5207\u6362<\/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\u521b\u59cb\u4eba\u7684\u53d1\u5e03\u8bc4\u8bba\uff0c\u65e8\u5728\u4ecb\u7ecd\u4ea7\u54c1\u80cc\u666f\u4e0e\u6838\u5fc3\u529f\u80fd\uff0c\u5e76\u5f15\u5bfc\u7528\u6237\u53cd\u9988\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u4f7f\u7528\u53cd\u9988\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 AgentPack\u7684\u672c\u8d28\uff0c\u662f\u8bd5\u56fe\u5c06\u201cAI\u5373\u670d\u52a1\u201d\u4ece\u72ec\u7acb\u7684\u7f51\u7ad9\u6216\u5e94\u7528\uff0c\u964d\u7ef4\u6210\u6d4f\u89c8\u5668\u73af\u5883\u4e2d\u7684\u4e00\u4e2a\u201c\u57fa\u7840\u8bbe\u65bd\u5c42\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9AI\u5de5\u5177\u4f7f\u7528\u8303\u5f0f\u7684\u573a\u666f\u91cd\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u5173\u952e\u77db\u76fe\uff1a\u7528\u6237\u5728MindPal\u7b49\u5e73\u53f0\u4e0a\u7cbe\u5fc3\u6784\u5efa\u7684\u3001\u4ee3\u8868\u5176\u4e13\u4e1a\u65b9\u6cd5\u8bba\u7684\u5de5\u4f5c\u6d41\uff0c\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\u5374\u56e0\u9700\u8981\u5207\u6362\u6807\u7b7e\u6216\u5e94\u7528\u800c\u88ab\u5272\u88c2\uff0c\u5bfc\u81f4\u201c\u5de5\u5177\u5f52\u5de5\u5177\uff0c\u5de5\u4f5c\u5f52\u5de5\u4f5c\u201d\u3002AgentPack\u901a\u8fc7\u4fa7\u8fb9\u680f\u96c6\u6210\u548c\u5168\u5c40\u5feb\u6377\u952e\uff0c\u5c06\u4e13\u7528AI\u5de5\u5177\u4ece\u201c\u76ee\u7684\u5730\u201d\u53d8\u4e3a\u968f\u624b\u53ef\u53ca\u7684\u201c\u73af\u5883\u201d\uff0c\u65e8\u5728\u5b9e\u73b0\u771f\u6b63\u7684\u201c\u5de5\u4f5c\u6d41\u5185\u5d4c\u201d\uff0c\u51cf\u5c11\u8ba4\u77e5\u4e0e\u64cd\u4f5c\u65ad\u5c42\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\u5b83\u91cd\u5ea6\u4f9d\u8d56\u6bcd\u5e73\u53f0MindPal\u7684\u751f\u6001\uff0c\u81ea\u8eab\u66f4\u50cf\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u201c\u542f\u52a8\u5668\u201d\uff0c\u5176\u72ec\u7acb\u4ef7\u503c\u4e0e\u7528\u6237\u7ed1\u5b9a\u6df1\u5ea6\u6210\u6b63\u6bd4\u3002\u5176\u6b21\uff0c\u5c06\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u538b\u7f29\u8fdb\u4fa7\u8fb9\u680f\uff0c\u5bf9\u4ea4\u4e92\u8bbe\u8ba1\u548c\u4fe1\u606f\u5bc6\u5ea6\u662f\u5de8\u5927\u8003\u9a8c\uff0c\u53ef\u80fd\u727a\u7272\u590d\u6742\u4efb\u52a1\u7684\u6c89\u6d78\u611f\u3002\u6700\u540e\uff0c\u5176\u76ee\u6807\u7528\u6237\uff08\u987e\u95ee\u3001\u6559\u7ec3\u7b49\uff09\u7684\u9700\u6c42\u9ad8\u5ea6\u975e\u6807\uff0c\u4e00\u4e2a\u4fa7\u8fb9\u680f\u5de5\u5177\u80fd\u5426\u627f\u8f7d\u5176\u65b9\u6cd5\u8bba\u7684\u5168\u90e8\u7cbe\u9ad3\uff0c\u4ecd\u9700\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u96f6\u771f\u5b9e\u7528\u6237\u53cd\u9988\u7684\u72b6\u6001\uff0c\u4f7f\u5176\u66f4\u50cf\u4e00\u4e2a\u201c\u6280\u672f\u613f\u666f\u5c55\u793a\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u5b89\u88c5\u91cf\uff0c\u800c\u53d6\u51b3\u4e8e\u6709\u591a\u5c11\u4e13\u4e1a\u7528\u6237\u613f\u610f\u5c06\u5176\u6838\u5fc3\u5de5\u4f5c\u6d41\u201c\u6258\u7ba1\u201d\u4e8e\u6b64\uff0c\u5e76\u5f62\u6210\u65b0\u7684\u808c\u8089\u8bb0\u5fc6\u3002\u5b83\u662f\u5728\u8d4c\u4e00\u4e2a\u672a\u6765\uff1a\u6d4f\u89c8\u5668\u4fa7\u8fb9\u680f\u5c06\u6210\u4e3a\u7ee7\u64cd\u4f5c\u7cfb\u7edf\u684c\u9762\u3001\u79fb\u52a8\u8bbe\u5907\u4e3b\u5c4f\u4e4b\u540e\uff0c\u4e0b\u4e00\u4e2a\u9ad8\u9891\u4e13\u4e1a\u5de5\u5177\u7684\u5165\u53e3\u4e89\u593a\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\">AgentPack Chrome Extension<\/span>\n <\/div>\n<div class=\"comment-content\">AgentPack brings your custom AI agents and multi-agent workflows into a browser sidebar. Build AI tools trained on your expertise, then access them from any tab with one click or Ctrl+Shift+P. Pin multiple agents as tabs. Switch between agents and workflows. For consultants, coaches, marketers, and knowledge pros who want their methodology available everywhere they browse.<\/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’m Sylvia, co-founder of MindPal. We’ve been building MindPal to help experts turn their methodologies into AI agents and multi-agent workflows \u2014 trusted by 50,000+ businesses so far.<\/p>\n<p>One thing we kept hearing from users: “I built amazing AI tools on MindPal, but I have to keep a tab open or bookmark them. I wish they were just… there, wherever I’m working.”<\/p>\n<p>That’s why we built AgentPack – a Chrome extension that puts your custom AI agents right in your browser sidebar.<\/p>\n<p>Here’s what it does:<\/p>\n<p>\u2705 Open your AI tools in a sidebar without leaving the page you’re on<br \/>\n\u2705 Pin multiple agents and workflows as tabs, switch between them instantly<br \/>\n\u2705 Add published tools with one click from MindPal, or paste any tool URL<br \/>\n\u2705 Ctrl+Shift+P (Cmd+Shift+P on Mac) to summon your agents from anywhere<br \/>\n\u2705 Light and dark mode, works with both chatbot agents and multi-agent workflows<\/p>\n<p>If you’re a consultant, coach, educator, or marketer who has repeatable frameworks \u2014 you can now build them once on MindPal and carry them everywhere in your browser.<\/p>\n<p>We’d love your feedback! What kind of AI agents would you want in your sidebar? \ud83d\udc47<\/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<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\/TFFSTPDXGVDIYU\" class=\"app-title\">App Vulture<\/a><\/p>\n<div class=\"one-liner\">Find app market gaps through user reviews<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>App Vulture\u5229\u7528AI\u5206\u6790\u6d77\u91cf\u5e94\u7528\u5546\u5e97\u8bc4\u8bba\uff0c\u4e3a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u63ed\u793a\u7528\u6237\u62b1\u6028\u4e0e\u529f\u80fd\u9700\u6c42\uff0c\u5728\u4f4e\u6210\u672c\u9a8c\u8bc1\u5e94\u7528\u521b\u610f\u4e0e\u5bfb\u627e\u5e02\u573a\u7f3a\u53e3\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u5e02\u573a\u60c5\u62a5\u5de5\u5177\u6602\u8d35\u4e14\u4fe1\u606f\u7e41\u6742\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\/c429bfff-6c02-4ab2-b408-be25b40954e8.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\/7181f16b-98b8-4baf-a703-8012e4643560.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\/55349005-fc33-42ff-8e6a-25a10360007c.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\/a8d3f8f0-abee-4724-9245-1f34132a7f44.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\/5bb9d0f5-03ef-42dd-a320-2006e6823f76.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\">Analytics<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">SEO<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5e94\u7528\u5e02\u573a\u5206\u6790<\/span><br \/>\n <span class=\"tag\">ASO\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7ade\u54c1\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u8bc4\u8bba\u6316\u6398<\/span><br \/>\n <span class=\"tag\">AI\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u7f3a\u53e3\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528\u60c5\u62a5<\/span><br \/>\n <span class=\"tag\">\u5173\u952e\u8bcd\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u4e0b\u8f7d\u91cf\u9884\u4f30<\/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>\u521b\u59cb\u4eba\u81ea\u8ff0\u56e0\u201c\u5206\u6790\u762b\u75ea\u201d\u800c\u5f00\u53d1\u6b64\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5e02\u573a\u60c5\u62a5\u5de5\u5177\u4ef7\u683c\u9ad8\u6602\u7684\u75db\u70b9\u3002\u7528\u6237\u8bc4\u8bba\u9ad8\u5ea6\u8ba4\u540c\u4ece\u8d1f\u9762\u8bc4\u8bba\u4e2d\u6316\u6398\u201c\u91d1\u77ff\u201d\u7684\u4ef7\u503c\uff0c\u5e76\u8d5e\u8d4f\u5176\u81ea\u52a8\u5316\u5904\u7406\u6d77\u91cf\u8bc4\u8bba\u7684\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 App Vulture\u7684\u6838\u5fc3\u53d9\u4e8b\u2014\u2014\u4ece\u7ade\u54c1\u7528\u6237\u7684\u62b1\u6028\u4e2d\u5bfb\u627e\u521b\u4e1a\u673a\u4f1a\u2014\u2014\u542c\u8d77\u6765\u6781\u5177\u8bf1\u60d1\u529b\uff0c\u5b83\u8bd5\u56fe\u5c06\u201c\u503e\u542c\u7528\u6237\u58f0\u97f3\u201d\u8fd9\u4e00\u53e4\u8001\u5546\u4e1a\u667a\u6167\uff0c\u5305\u88c5\u6210\u4e00\u4e2a\u53ef\u89c4\u6a21\u5316\u7684AI\u6570\u636e\u4ea7\u54c1\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u8bc4\u8bba\u60c5\u611f\u5206\u6790\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u201c\u9700\u6c42\u4fe1\u53f7\u8fc7\u6ee4\u5668\u201d\uff0c\u8bd5\u56fe\u5728\u5608\u6742\u7684\u3001\u975e\u7ed3\u6784\u5316\u7684UGC\u4e2d\uff0c\u4e3a\u8d44\u6e90\u6709\u9650\u7684\u5f00\u53d1\u8005\u63d0\u70bc\u51fa\u53ef\u884c\u52a8\u7684\u3001\u5177\u6709\u5546\u4e1a\u6f5c\u529b\u7684\u6d1e\u5bdf\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\u4ece\u201c\u8bc4\u8bba\u201d\u5230\u201c\u53ef\u6784\u5efa\u4ea7\u54c1\u201d\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u7684\u903b\u8f91\u9e3f\u6c9f\u3002\u7528\u6237\u7684\u62b1\u6028\u5f80\u5f80\u662f\u5177\u4f53\u3001\u611f\u6027\u4e14\u8131\u79bb\u6280\u672f\u53ef\u884c\u6027\u4e0e\u5546\u4e1a\u6210\u672c\u7684\uff0cAI\u80fd\u5426\u51c6\u786e\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u533a\u5206\u8fb9\u7f18\u9700\u6c42\u4e0e\u6838\u5fc3\u75db\u70b9\uff0c\u5e76\u907f\u514d\u88ab\u865a\u5047\u6216\u6076\u610f\u8bc4\u8bba\u8bef\u5bfc\uff0c\u662f\u4ea7\u54c1\u6709\u6548\u6027\u7684\u5173\u952e\u3002\u5176\u6b21\uff0c\u5176\u529f\u80fd\u5df2\u4ece\u6700\u521d\u7684\u8bc4\u8bba\u5206\u6790\u6269\u5c55\u81f3ASO\u5168\u6808\u5e73\u53f0\uff0c\u8fd9\u56fa\u7136\u589e\u52a0\u4e86\u5de5\u5177\u7c98\u6027\uff0c\u4f46\u4e5f\u53ef\u80fd\u6a21\u7cca\u4e86\u5176\u6700\u7280\u5229\u7684\u4ef7\u503c\u4e3b\u5f20\uff0c\u9677\u5165\u4e0e\u66f4\u6210\u719f\u3001\u6570\u636e\u6e90\u66f4\u5e7f\u7684ASO\u5de5\u5177\u7684\u540c\u8d28\u5316\u7ade\u4e89\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6700\u5927\u7684\u8d4c\u6ce8\u5728\u4e8e\u5176\u5b9a\u4ef7\u7b56\u7565\u2014\u2014\u201c\u4f01\u4e1a\u7ea7\u60c5\u62a5\uff0c\u72ec\u7acb\u5f00\u53d1\u8005\u4ef7\u683c\u201d\u3002\u8fd9\u4e00\u5b9a\u4f4d\u5207\u4e2d\u4e86\u957f\u5c3e\u5e02\u573a\u7684\u771f\u5b9e\u75db\u70b9\uff0c\u4f46\u80fd\u5426\u5efa\u7acb\u53ef\u6301\u7eed\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u53d6\u51b3\u4e8e\u5176\u6570\u636e\u7ef4\u5ea6\u7684\u6df1\u5ea6\u4e0e\u6d1e\u5bdf\u7684\u7cbe\u51c6\u5ea6\u662f\u5426\u771f\u7684\u80fd\u6784\u6210\u201c\u5c0f\u800c\u7f8e\u201d\u7684\u58c1\u5792\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u66f4\u82b1\u54e8\u7684\u201c\u6570\u636e\u5b89\u6170\u5242\u201d\uff0c\u800c\u975e\u771f\u6b63\u964d\u4f4e\u521b\u4e1a\u98ce\u9669\u7684\u51b3\u7b56\u5de5\u5177\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8eAI\u6a21\u578b\u5bf9\u201c\u5e02\u573a\u7f3a\u53e3\u201d\u7684\u5b9a\u4e49\u80fd\u529b\uff0c\u800c\u975e\u5355\u7eaf\u7684\u6570\u636e\u5806\u780c\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\">App Vulture<\/span>\n <\/div>\n<div class=\"comment-content\">Your competitors’ users are telling you exactly what to build, in their reviews. AppVulture uses AI to analyze reviews across thousands of iOS and Google Play apps, surfacing the complaints and feature requests competitors miss. Plus competitor keyword analysis, rank tracking, download & revenue estimates, and ASO keyword research, all in one tool.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey! I’m Bruce, a data nerd with analysis paralysis who couldn’t pick an app idea without hard metrics to back it up.<\/p>\n<p>The problem: every market intelligence tool that could tell me what users actually wanted was hundreds to thousands of dollars per month. That’s a non-starter when you’re still validating whether an idea is worth building.<\/p>\n<p>So I built my own. App Vulture uses AI to analyze reviews across thousands of apps, surfacing the complaints and feature requests competitors miss, the market gaps hiding in plain sight.<\/p>\n<p>What started as a review analysis tool grew into a full ASO research platform: competitor keyword spy, rank tracking, keyword research, and download\/revenue estimates.<\/p>\n<p>The goal: enterprise-grade app intelligence, priced for indie devs and small teams.<\/p>\n<p>Would love your feedback, what features would make this most useful for your workflow?<\/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\/@bruce_garro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bruce_garro<\/a> it\u2019s crazy how much gold is hidden in negative reviews. people literally tell you what they\u2019ll pay for, but nobody has time to read 5,000 comments manually. love that this automates that.<br \/>Looks good ..<\/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<\/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\/NO3THZXFJKVFVQ\" class=\"app-title\">UseArticle<\/a><\/p>\n<div class=\"one-liner\">Build Profitable Affiliate Sites in 3 Minutes with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>UseArticle\u5229\u7528AI\u6280\u672f\uff0c\u8ba9\u7528\u6237\u57283\u5206\u949f\u5185\u901a\u8fc7\u63cf\u8ff0\u5229\u57fa\u5e02\u573a\uff0c\u5373\u53ef\u81ea\u52a8\u751f\u6210\u5305\u542b\u4ea7\u54c1\u3001SEO\u4f18\u5316\u5185\u5bb9\u548c\u4e13\u4e1a\u8bbe\u8ba1\u7684\u5b8c\u6574\u8054\u76df\u8425\u9500\u7f51\u7ad9\uff0c\u89e3\u51b3\u4e86\u65b0\u624b\u642d\u5efa\u548c\u8fd0\u8425\u8054\u76df\u8425\u9500\u7f51\u7ad9\u95e8\u69db\u9ad8\u3001\u8017\u65f6\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\/c4a2644c-6927-4699-b244-f2172c88b8bf.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\/8224e71e-1ba6-4530-8c6f-2e4f21b0f8fc.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\/12604870-d4d3-4a8c-b472-835eaf9bbab4.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\/852406ea-bdef-4d16-96ca-6a5dbef2d8df.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\">Marketing<\/span><br \/>\n <span class=\"tag\">SEO<\/span><br \/>\n <span class=\"tag\">Affiliate marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5efa\u7ad9<\/span><br \/>\n <span class=\"tag\">\u8054\u76df\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5229\u57fa\u7f51\u7ad9<\/span><br \/>\n <span class=\"tag\">\u88ab\u52a8\u6536\u5165<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5f00\u53d1<\/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>\u6709\u6548\u8bc4\u8bba\u6765\u81ea\u521b\u59cb\u4eba\uff0c\u9610\u8ff0\u4ea7\u54c1\u4ece\u7b80\u6613\u535a\u5ba2\u5de5\u5177\u8fed\u4ee3\u4e3aAI\u9a71\u52a8\u7684\u8054\u76df\u8425\u9500\u5e73\u53f0\u7684\u53d1\u5c55\u5386\u7a0b\uff0c\u5f3a\u8c03\u5176\u5feb\u901f\u5efa\u7ad9\u3001SEO\u4f18\u5316\u548c\u514d\u8d39\u4f7f\u7528\u7684\u6838\u5fc3\u5356\u70b9\uff0c\u5c5e\u4e8e\u4ea7\u54c1\u5ba3\u4f20\u800c\u975e\u7528\u6237\u53cd\u9988\uff0c\u6682\u65e0\u771f\u5b9e\u7528\u6237\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 UseArticle\u5ba3\u79f0\u7684\u201c3\u5206\u949f\u751f\u6210\u76c8\u5229\u6027\u8054\u76df\u7f51\u7ad9\u201d\u76f4\u51fb\u4e86\u4e2d\u5c0f\u521b\u4e1a\u8005\u53ca\u5185\u5bb9\u521b\u4f5c\u8005\u6e34\u671b\u4f4e\u95e8\u69db\u3001\u81ea\u52a8\u5316\u5f00\u542f\u88ab\u52a8\u6536\u5165\u6d41\u7684\u6838\u5fc3\u7126\u8651\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u5728\u4e8e\u5c06\u5e02\u573a\u7814\u7a76\u3001\u5185\u5bb9\u751f\u4ea7\u3001\u7f51\u7ad9\u8bbe\u8ba1\u548cSEO\u4f18\u5316\u7b49\u591a\u4e2a\u590d\u6742\u73af\u8282\u538b\u7f29\u4e3a\u4e00\u952e\u5f0f\u7684AI\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u5546\u54c1\u5316\u8054\u76df\u8425\u9500\u7684\u521d\u59cb\u57fa\u5efa\u8fc7\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u627f\u8bfa\u4e0b\u6f5c\u85cf\u7740\u591a\u91cd\u6df1\u5c42\u6311\u6218\u3002\u9996\u5148\uff0c\u8054\u76df\u8425\u9500\u7684\u6210\u529f\u5173\u952e\u8fdc\u975e\u4e00\u4e2a\u201cSEO\u4f18\u5316\u201d\u7684\u7f51\u7ad9\u6a21\u677f\uff0c\u800c\u5728\u4e8e\u6301\u7eed\u7684\u5185\u5bb9\u7b56\u7565\u3001\u6d41\u91cf\u83b7\u53d6\u3001\u7528\u6237\u4fe1\u4efb\u6784\u5efa\u548c\u7cbe\u7ec6\u8fd0\u8425\uff0cAI\u76ee\u524d\u96be\u4ee5\u66ff\u4ee3\u8fd9\u4e9b\u9700\u8981\u4eba\u6027\u6d1e\u5bdf\u548c\u957f\u671f\u6295\u5165\u7684\u73af\u8282\u3002\u4ea7\u54c1\u5c06\u201c\u5efa\u7ad9\u201d\u7b49\u540c\u4e8e\u201c\u76c8\u5229\u201d\uff0c\u5b58\u5728\u8fc7\u5ea6\u7b80\u5316\u5e02\u573a\u590d\u6742\u6027\u7684\u98ce\u9669\uff0c\u6613\u8ba9\u65b0\u624b\u4ea7\u751f\u4e0d\u5207\u5b9e\u9645\u7684\u9884\u671f\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u4ea7\u54c1\u4ecd\u5904\u4e8e\u7531\u521b\u59cb\u4eba\u4e3b\u5bfc\u53d1\u58f0\u7684\u9636\u6bb5\uff0c\u7f3a\u4e4f\u771f\u5b9e\u7528\u6237\u7684\u6210\u529f\u6848\u4f8b\u4e0e\u6570\u636e\u4f50\u8bc1\uff0c\u5176\u5b9e\u9645\u8f6c\u5316\u6548\u679c\u5b58\u7591\u3002\u6700\u540e\uff0c\u8be5\u9886\u57df\u7ade\u4e89\u5df2\u767d\u70ed\u5316\uff0c\u4ece\u901a\u7528\u5efa\u7ad9\u5e73\u53f0\u5230\u5782\u76f4SaaS\u5de5\u5177\uff0c\u90fd\u5728\u96c6\u6210\u7c7b\u4f3c\u529f\u80fd\uff0c\u5176\u6280\u672f\u58c1\u5792\u4e0e\u957f\u671f\u5dee\u5f02\u6027\u5e76\u4e0d\u660e\u663e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u6216\u8bb8\u5728\u4e8e\u4e3a\u5b8c\u5168\u96f6\u57fa\u7840\u7684\u63a2\u7d22\u8005\u63d0\u4f9b\u4e00\u4e2a\u6781\u4f4e\u7684\u8bd5\u9519\u8d77\u70b9\u548c\u76f4\u89c2\u6f14\u793a\uff0c\u4f46\u5176\u5b9a\u4f4d\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u201c\u9ad8\u7ea7\u539f\u578b\u751f\u6210\u5668\u201d\uff0c\u800c\u975e\u771f\u6b63\u7684\u76c8\u5229\u4fdd\u969c\u3002\u82e5\u4e0d\u80fd\u5728\u540e\u671f\u7684\u6d41\u91cf\u3001\u5185\u5bb9\u8fed\u4ee3\u4e0e\u6570\u636e\u5206\u6790\u5de5\u5177\u4e0a\u6784\u5efa\u62a4\u57ce\u6cb3\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u53e6\u4e00\u4e2a\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\u6619\u82b1\u4e00\u73b0\u7684\u201c\u5feb\u6377\u5de5\u5177\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\">UseArticle<\/span>\n <\/div>\n<div class=\"comment-content\">Just describe your niche. AI creates a complete affiliate website with products, SEO-optimized content, and professional design. Or browse 100+ curated affiliate programs and start building in one click.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey,<\/p>\n<p>I am the Maker of UseArticle. I launched UseArticle 2 years ago. At that time, UseArticle was a simple blog builder website without any AI elements.<\/p>\n<p>After multiple rounds of iterations, UseArticle is now a brand new platform for Affiliate Marketers or anyone who is going into Affiliate Marketing to earn commissions.<\/p>\n<p>Now UseArticle can build your Affiliate Website, add products you want to promote, and launch a website with optimised SEO in under 3 minutes.<\/p>\n<p>Give UseArticle a try. It’s free! <\/p>\n<p>– Manoj<\/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<\/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\/QGGGNIXR27QXXY\" class=\"app-title\">Scaloom<\/a><\/p>\n<div class=\"one-liner\">Reddit Marketing Automation With Human In The Loop<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Scaloom\u662f\u4e00\u6b3e\u4ee5\u201c\u4eba\u5728\u56de\u8def\u201d\u4e3a\u7279\u8272\u7684Reddit\u8425\u9500\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u901a\u8fc7AI\u751f\u6210\u6bcf\u5468\u53d1\u5e16\u8ba1\u5212\u5e76\u9700\u4eba\u5de5\u4e00\u952e\u6279\u51c6\uff0c\u65e8\u5728\u89e3\u51b3\u4f01\u4e1a\u5728Reddit\u4e0a\u8fdb\u884c\u957f\u671f\u3001\u5408\u89c4\u4e14\u6709\u6548\u7684\u793e\u7fa4\u8425\u9500\u65f6\u6240\u9700\u6295\u5165\u7684\u5927\u91cf\u65f6\u95f4\u4e0e\u7cbe\u529b\u75db\u70b9\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\/7afdd015-16e7-427c-917a-5a9d63939b7d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/-oUOVGqQzec\"><source src=\"https:\/\/youtu.be\/-oUOVGqQzec\" 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\/096bcda4-58ac-4ce8-90bd-ec764da1bafb.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\/56260521-6c7b-4e1f-a07c-33182b5a4853.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\/78aad64a-b40e-4a5e-b9f6-7fe7e840d9d2.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\/83484075-4ed3-495b-bb43-1e1c6cb5e9e2.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\">Social Network<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Reddit\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4eba\u5728\u56de\u8def<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u5185\u5bb9\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u8d26\u53f7\u517b\u53f7<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u589e\u957f<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u5ba1\u6279<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u6548\u7387\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>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u6765\u81ea\u5f00\u53d1\u56e2\u961f\u7684\u5b98\u65b9\u8bc4\u8bba\uff0c\u9610\u8ff0\u4e86\u4ea7\u54c1\u6784\u5efa\u521d\u8877\uff08\u89e3\u51b3Reddit\u8425\u9500\u8017\u65f6\u3001\u9700\u6301\u7eed\u6027\u95ee\u9898\uff09\u5e76\u8be6\u7ec6\u8bf4\u660e\u4e86\u6838\u5fc3\u529f\u80fd\u4e0e\u201c\u4eba\u5de5\u6700\u7ec8\u63a7\u5236\u201d\u7684\u8bbe\u8ba1\u7406\u5ff5\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u95ee\u9898\u6216\u5efa\u8bae\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 Scaloom\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5999\u800c\u68d8\u624b\u7684\u5e02\u573a\u7f1d\u9699\uff1aReddit\u8425\u9500\u7684\u89c4\u6a21\u5316\u4e0e\u793e\u533a\u6587\u5316\u539f\u771f\u6027\u4e4b\u95f4\u7684\u56fa\u6709\u77db\u76fe\u3002\u5176\u5ba3\u79f0\u7684\u201cHuman In The Loop\u201d\u81ea\u52a8\u5316\uff0c\u672c\u8d28\u4e0a\u662f\u5c06AI\u5b9a\u4f4d\u4e3a\u7b56\u7565\u53c2\u8c0b\u4e0e\u5185\u5bb9\u521d\u7a3f\u751f\u6210\u8005\uff0c\u800c\u5c06\u6700\u7ec8\u53d1\u5e03\u6743\u7262\u7262\u4ea4\u8fd8\u7ed9\u4eba\u3002\u8fd9\u4e00\u8bbe\u8ba1\u770b\u4f3c\u4fdd\u5b88\uff0c\u5b9e\u5219\u662f\u9762\u5bf9Reddit\u8fd9\u7c7b\u9ad8\u5ea6\u654f\u611f\u3001\u53cd\u611f\u5546\u4e1a\u63a8\u5e7f\u7684\u793e\u533a\u751f\u6001\u65f6\uff0c\u4e00\u79cd\u5fc5\u8981\u7684\u98ce\u9669\u89c4\u907f\u7b56\u7565\u548c\u4f26\u7406\u59ff\u6001\u3002\u5b83\u89e3\u51b3\u7684\u75db\u70b9\u5e76\u975e\u201c\u5b8c\u5168\u53d6\u4ee3\u4eba\u529b\u201d\uff0c\u800c\u662f\u5c06\u4eba\u529b\u4ece\u7e41\u7410\u7684\u8d26\u53f7\u7ef4\u62a4\u3001\u5185\u5bb9\u65e5\u5386\u89c4\u5212\u548c\u57fa\u7840\u5185\u5bb9\u8d77\u8349\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u805a\u7126\u4e8e\u66f4\u9ad8\u4ef7\u503c\u7684\u5ba1\u6838\u4e0e\u7b56\u7565\u5fae\u8c03\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u8003\u9a8c\u5728\u4e8e\u51e0\u4e2a\u5c42\u9762\uff1a\u9996\u5148\uff0cAI\u751f\u6210\u7684\u201c\u7b26\u5408\u793e\u533a\u8c03\u6027\u201d\u7684\u5185\u5bb9\u8349\u6848\uff0c\u5176\u771f\u5b9e\u6027\u4e0e\u878d\u5165\u5ea6\u80fd\u5426\u901a\u8fc7Reddit\u7528\u6237\u6311\u5254\u7684\u201c\u55c5\u89c9\u6d4b\u8bd5\u201d\uff0c\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u5ba1\u6838\u8005\u7684\u5de5\u4f5c\u8d1f\u62c5\u548c\u6700\u7ec8\u6548\u679c\u3002\u5176\u6b21\uff0c\u5c06\u201c\u8d26\u53f7\u6696\u8eab\u3001\u4fe1\u4efb\u5efa\u7acb\u201d\u8fd9\u7c7b\u9ad8\u5ea6\u4f9d\u8d56\u60c5\u5883\u5316\u4e92\u52a8\u7684\u884c\u4e3a\u81ea\u52a8\u5316\uff0c\u672c\u8eab\u5c31\u6e38\u8d70\u5728Reddit\u5e73\u53f0\u89c4\u5219\u4e0e\u793e\u533a\u89c4\u8303\u7684\u7070\u8272\u8fb9\u7f18\uff0c\u5982\u4f55\u786e\u4fdd\u6d41\u7a0b\u5b89\u5168\u4e0d\u5f15\u53d1\u53cd\u566c\uff0c\u662f\u4ea7\u54c1\u7684\u57fa\u7840\u751f\u5b58\u95ee\u9898\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u9690\u542b\u7740\u4e00\u4e2a\u6f5c\u5728\u77db\u76fe\uff1a\u76ee\u6807\u5ba2\u6237\u662f\u5e0c\u671b\u89c4\u6a21\u5316\u8425\u9500\u7684\u4f01\u4e1a\uff0c\u4f46Reddit\u793e\u533a\u7684\u6210\u529f\u6070\u6070\u6e90\u4e8e\u975e\u89c4\u6a21\u5316\u3001\u4e2a\u6027\u5316\u7684\u771f\u5b9e\u4e92\u52a8\u3002Scaloom\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u81ea\u52a8\u5316\u201d\u672c\u8eab\u6709\u591a\u5f3a\u5927\uff0c\u800c\u5728\u4e8e\u5176AI\u80fd\u5426\u6210\u4e3a\u6df1\u523b\u7406\u89e3\u6570\u767e\u4e2a\u72ec\u7279Subreddit\u4e9a\u6587\u5316\u7684\u201c\u8d85\u7ea7\u52a9\u7406\u201d\uff0c\u4ee5\u53ca\u5176\u6d41\u7a0b\u8bbe\u8ba1\u80fd\u5426\u5728\u6548\u7387\u63d0\u5347\u4e0e\u4fdd\u6301\u201c\u4eba\u5473\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\u3002\u76ee\u524d\u4ece\u96f6\u661f\u7684\u7528\u6237\u4e92\u52a8\u6765\u770b\uff0c\u8be5\u4ea7\u54c1\u4ecd\u5904\u4e8e\u9a8c\u8bc1\u6982\u5ff5\u9636\u6bb5\uff0c\u5176\u5e02\u573a\u63a5\u53d7\u5ea6\u5c06\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5411\u6f5c\u5728\u5ba2\u6237\u8bc1\u660e\uff0c\u8fd9\u79cd\u201c\u534a\u81ea\u52a8\u201d\u6a21\u5f0f\u5e26\u6765\u7684\u589e\u957f\u662f\u771f\u5b9e\u3001\u5b89\u5168\u4e14\u53ef\u6301\u7eed\u7684\uff0c\u800c\u975e\u89e6\u6012\u793e\u533a\u7684\u6377\u5f84\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\">Scaloom<\/span>\n <\/div>\n<div class=\"comment-content\">Maintain complete control with our human-in-the-loop Reddit automation. Leverage AI weekly plans and 1-click approvals for authentic, safe marketing growth.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks everyone for checking out Scaloom \ud83d\udc4b<\/p>\n<p>We built Scaloom because Reddit marketing is powerful\u2014but doing it well takes a lot of time, consistency, and patience.<\/p>\n<p>Scaloom helps automate the hardest parts:<br \/>\u2022 Account warmup<br \/>\u2022 Trust & karma building<br \/>\u2022 Weekly posting plan generation<\/p>\n<p>But the most important part is: you stay in control.<\/p>\n<p>Nothing is posted automatically without your approval. Our AI suggests the strategy, drafts the plan, and prepares the content\u2014you review, edit, and approve everything with 1 click before it goes live.<\/p>\n<p>The goal isn’t to replace your voice. It’s to help you scale it.<\/p>\n<p>Happy to answer any questions, hear feedback, or learn how you’re currently using Reddit for growth \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<\/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\/A6A5O25MCNMC6J\" class=\"app-title\">rawfeed.social<\/a><\/p>\n<div class=\"one-liner\">Reclaim Your Feed. Reclaim Your Freedom.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">12<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>rawfeed.social\u662f\u4e00\u6b3e\u53bb\u7b97\u6cd5\u5316\u7684\u7eaf\u65f6\u95f4\u7ebf\u793e\u4ea4\u8ba2\u9605\u5de5\u5177\uff0c\u901a\u8fc7\u8ba9\u7528\u6237\u5b8c\u5168\u81ea\u4e3b\u9009\u62e9\u5e76\u6309\u65f6\u5e8f\u67e5\u770b\u6240\u5173\u6ce8\u7684\u5185\u5bb9\u6e90\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4e3b\u6d41\u793e\u4ea4\u5a92\u4f53\u4e2d\u88ab\u7b97\u6cd5\u64cd\u63a7\u3001\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u4f53\u9a8c\u7126\u8651\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\/f64cb570-7536-48af-a596-9f766be594da.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\/065ce82d-9b13-4547-8707-beb662d9818a.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\">Open Source<\/span><br \/>\n <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Community<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u53cd\u7b97\u6cd5\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u7ebf\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u81ea\u4e3b\u6743<\/span><br \/>\n <span class=\"tag\">\u7b80\u7ea6\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">RSS\u793e\u4ea4\u5316<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e7f\u544a\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u53bb\u4e2d\u5fc3\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u6781\u7b80\u4e3b\u4e49<\/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\u9ad8\u5ea6\u8ba4\u540c\u4ea7\u54c1\u201c\u53bb\u7b97\u6cd5\u3001\u65f6\u95f4\u7ebf\u3001\u65e0\u5e7f\u544a\u201d\u7684\u6838\u5fc3\u7406\u5ff5\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u5176\u521b\u4f5c\u52a8\u673a\u662f\u53cd\u6297\u673a\u5668\u63a8\u8350\uff0c\u56de\u5f52\u8ba2\u9605\u672c\u8d28\u3002\u8bc4\u8bba\u666e\u904d\u8d5e\u8d4f\u5176\u54f2\u5b66\uff0c\u4f46\u672a\u63d0\u51fa\u5177\u4f53\u529f\u80fd\u95ee\u9898\u6216\u6539\u8fdb\u5efa\u8bae\uff0c\u6709\u6548\u8ba8\u8bba\u8f83\u5c11\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 rawfeed.social\u7684\u4eae\u76f8\uff0c\u66f4\u50cf\u662f\u4e00\u4efd\u9488\u5bf9\u5f53\u4ee3\u793e\u4ea4\u5a92\u4f53\u7684\u5c16\u9510\u6a84\u6587\uff0c\u800c\u975e\u4e00\u4e2a\u6210\u719f\u7684\u4ea7\u54c1\u63d0\u6848\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u521b\u65b0\uff08\u672c\u8d28\u662fRSS\u9605\u8bfb\u5668\u7684\u793e\u4ea4\u5316\u53d8\u4f53\uff09\uff0c\u800c\u5728\u4e8e\u5b83\u65d7\u5e1c\u9c9c\u660e\u5730\u7ad9\u5728\u4e86\u201c\u7b97\u6cd5\u64cd\u63a7\u201d\u7684\u5bf9\u7acb\u9762\uff0c\u7cbe\u51c6\u5730\u5207\u4e2d\u4e86\u9ad8\u77e5\u7528\u6237\u7fa4\u4f53\u7684\u6280\u672f\u53cd\u601d\u4e0e\u9053\u5fb7\u75b2\u60eb\u60c5\u7eea\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6309\u65f6\u95f4\u6392\u5e8f\u201d\u548c\u201c\u65e0\u7b97\u6cd5\u201d\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u8fd9\u6070\u6070\u63ed\u9732\u4e86\u5f53\u524d\u793e\u4ea4\u5e73\u53f0\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u5df2\u4f55\u7b49\u626d\u66f2\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u5e76\u975e\u201c\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u201d\uff0c\u800c\u662f\u201c\u8ba4\u77e5\u81ea\u4e3b\u6743\u201d\u8fd9\u4e00\u66f4\u6839\u672c\u7684\u95ee\u9898\u3002\u7136\u800c\uff0c\u5176\u7406\u60f3\u4e3b\u4e49\u8def\u5f84\u4e5f\u57cb\u85cf\u7740\u5de8\u5927\u9690\u60a3\uff1a\u7eaf\u7cb9\u7684\u65f6\u95f4\u7ebf\u5728\u4fe1\u606f\u8fc7\u8f7d\u65f6\u4ee3\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u7528\u6237\u4f53\u9a8c\u7684\u5012\u9000\uff0c\u5b83\u628a\u4fe1\u606f\u7b5b\u9009\u548c\u566a\u97f3\u7ba1\u7406\u7684\u8d23\u4efb\u5b8c\u5168\u63a8\u7ed9\u4e86\u7528\u6237\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u666e\u901a\u7528\u6237\u5728\u83b7\u5f97\u201c\u81ea\u7531\u201d\u7684\u540c\u65f6\uff0c\u9677\u5165\u53e6\u4e00\u79cd\u65e0\u5e8f\u4e0e\u75b2\u60eb\u3002\u6b64\u5916\uff0c\u201c\u793e\u4ea4\u201d\u5c5e\u6027\u5728\u5176\u5f53\u524d\u5f62\u6001\u4e2d\u6781\u4e3a\u8584\u5f31\uff0c\u7f3a\u4e4f\u4e92\u52a8\u673a\u5236\u4e0e\u7f51\u7edc\u6548\u5e94\uff0c\u5f88\u53ef\u80fd\u4f7f\u5176\u505c\u7559\u5728\u4e00\u4e2a\u5c0f\u4f17\u7684\u3001\u540c\u8d28\u5316\u7684\u4fe1\u606f\u56de\u97f3\u5ba4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728\u5546\u4e1a\u5c42\u9762\uff0c\u62d2\u7edd\u7b97\u6cd5\u4e0e\u5e7f\u544a\u7684\u5ba3\u8a00\uff0c\u7b49\u540c\u4e8e\u62d2\u7edd\u4e86\u4e3b\u6d41\u7684\u89c4\u6a21\u5316\u4e0e\u76c8\u5229\u6a21\u5f0f\u3002\u5b83\u7684\u5b58\u5728\u610f\u4e49\uff0c\u6216\u8bb8\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u201c\u6982\u5ff5\u539f\u578b\u201d\u6216\u201c\u793e\u4f1a\u5b9e\u9a8c\u201d\uff0c\u7528\u4ee5\u63d0\u9192\u884c\u4e1a\u6743\u529b\u7684\u5931\u8861\uff0c\u4f46\u5f88\u96be\u5bf9\u5de8\u5934\u6784\u6210\u5b9e\u8d28\u6027\u6311\u6218\u3002\u5b83\u80fd\u5426\u6301\u7eed\uff0c\u53d6\u51b3\u4e8e\u6709\u591a\u5c11\u7528\u6237\u613f\u610f\u4e3a\u201c\u7eaf\u51c0\u201d\u800c\u4e3b\u52a8\u4ed8\u51fa\u7ba1\u7406\u6210\u672c\u3002\u7b80\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e3a\u6570\u5b57\u6e05\u9192\u8005\u51c6\u5907\u7684\u201c\u6212\u65ad\u201d\u5de5\u5177\uff0c\u4f46\u201c\u793e\u4ea4\u201d\u7684\u672a\u6765\uff0c\u6050\u6015\u65e0\u6cd5\u901a\u8fc7\u7b80\u5355\u5730\u56de\u5230\u8fc7\u53bb\u800c\u627e\u5230\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\">rawfeed.social<\/span>\n <\/div>\n<div class=\"comment-content\">Remember when following someone actually meant something? Social media promised to connect us. Instead, it became a tool for manipulation and control. The follow button still exists, but it’s meaningless. Algorithms decide what you see, not your choices. Your feed is a slot machine optimized for outrage and dopamine hits. A handful of companies gatekeep what billions see and think. That power shouldn’t exist.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Social media broke the internet. We let algorithms decide what we read, who we follow, and what we think matters. RSS was supposed to fix that, but nobody made it social.<\/p>\n<p>I built this because I was tired of being told what to read by a machine trained to keep me scrolling. So I stripped out the feed ranking, the engagement bait, the recommendation engine, and just let people subscribe to things they actually care about.<\/p>\n<p>Chronological. No algorithm. No ads. You follow feeds, you see posts, in order.<\/p>\n<p>I use it daily. Maybe you will too, maybe not. Either way, it’s here.<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I liked the philosophy behind this. Chronological, no algorithm, no noise. <\/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\">@frknbasaran thanks a lot.<\/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<\/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\/CLERCNK6F6DORP\" class=\"app-title\">Namegator<\/a><\/p>\n<div class=\"one-liner\">AI-powered business names with instant domain checking <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6AI\u751f\u6210\u4e0e\u5373\u65f6\u57df\u540d\u68c0\u67e5\u4e8e\u4e00\u4f53\u7684\u5de5\u5177\uff0c\u4e3a\u521b\u4e1a\u8005\u548c\u56e2\u961f\u5728\u6784\u601d\u54c1\u724c\u540d\u79f0\u65f6\uff0c\u89e3\u51b3\u4e86\u521b\u610f\u6784\u601d\u4e0e\u57df\u540d\u53ef\u7528\u6027\u9a8c\u8bc1\u8131\u8282\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u79d2\u7ea7\u547d\u540d\u4e0e\u786e\u6743\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\/913ba907-f1b4-4be4-a1ad-ba0fad4f02f9.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/TA8NgRK3-5Q?si=rUJN5z5oZLZsDbRw\"><source src=\"https:\/\/youtu.be\/TA8NgRK3-5Q?si=rUJN5z5oZLZsDbRw\" 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\/99669c1d-cf66-425b-a2c1-aa227866cd96.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\/4dfd2656-514d-47e3-ae89-113d90b524b7.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\/91d653e8-42d9-41aa-8558-e96debd12b94.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u547d\u540d\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u57df\u540d\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7528\u6237\u540d\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u5546\u6807\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u9a8c\u8bc1<\/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>\u521b\u59cb\u4eba\u8be6\u7ec6\u9610\u8ff0\u4e86\u4ea7\u54c1\u80cc\u666f\u4e0e\u5dee\u5f02\u5316\u4f18\u52bf\uff0c\u5e76\u4e3b\u52a8\u5bfb\u6c42\u884c\u4e1a\u4f18\u5316\u3001\u521b\u610f\u5e73\u8861\u53ca\u6269\u5c55\u67e5\u8be2\uff08\u5982LLC\u3001\u56fd\u9645\u5546\u6807\uff09\u7684\u53cd\u9988\u3002\u4e00\u4f4d\u7528\u6237\u5f3a\u70c8\u5171\u9e23\uff0c\u79f0\u5176\u89e3\u51b3\u4e86\u56e0\u547d\u540d\u53d7\u963b\u800c\u4ea7\u751f\u7684\u5de8\u5927\u7126\u8651\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 Namegator\u7684\u672c\u8d28\uff0c\u5e76\u975e\u7b80\u5355\u7684\u201cAI\u751f\u6210\u201d\u4e0e\u201c\u57df\u540d\u68c0\u67e5\u201d\u529f\u80fd\u53e0\u52a0\uff0c\u800c\u662f\u4e00\u4e2a\u8bd5\u56fe\u5c06\u54c1\u724c\u521b\u610f\u8fd9\u4e00\u611f\u6027\u8fc7\u7a0b\u5f7b\u5e95\u201c\u5de5\u7a0b\u5316\u201d\u548c\u201c\u53bb\u98ce\u9669\u5316\u201d\u7684\u6548\u7387\u5f15\u64ce\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u7cbe\u51c6\u5730\u5207\u4e2d\u4e86\u521b\u4e1a\u521d\u671f\u4e00\u4e2a\u5fae\u5c0f\u4f46\u9ad8\u9891\u7684\u51b3\u7b56\u963b\u585e\u70b9\u2014\u2014\u547d\u540d\uff0c\u5e76\u901a\u8fc7\u5b9e\u65f6\u3001\u591a\u7ef4\u5ea6\u7684\u786e\u6743\u68c0\u67e5\uff08\u57df\u540d\u3001\u793e\u4ea4\u8d26\u53f7\u3001\u5546\u6807\uff09\uff0c\u5c06\u4f20\u7edf\u7684\u201c\u53d1\u6563\u521b\u610f -> \u624b\u52a8\u9a8c\u8bc1 -> \u5931\u671b\u91cd\u6765\u201d\u7684\u6f2b\u957f\u5faa\u73af\uff0c\u538b\u7f29\u4e3a\u8fd1\u4e4e\u540c\u6b65\u7684\u51b3\u7b56\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u5229\u7528\u4e86\u5f53\u524dAI\u5728\u6709\u9650\u8bed\u5883\u4e0b\u7684\u7ec4\u5408\u4e0e\u98ce\u683c\u5316\u80fd\u529b\uff0c\u5c06\u547d\u540d\u4ece\u201c\u65e0\u4e2d\u751f\u6709\u201d\u7684\u521b\u9020\uff0c\u8f6c\u5316\u4e3a\u201c\u57fa\u4e8e\u7ea6\u675f\u6761\u4ef6\u7684\u7b5b\u9009\u201d\u3002\u8fd9\u964d\u4f4e\u4e86\u542f\u52a8\u7684\u5fc3\u7406\u95e8\u69db\u548c\u6642\u9593\u6210\u672c\uff0c\u5c24\u5176\u9002\u5408\u9700\u8981\u5feb\u901f\u9a8c\u8bc1\u60f3\u6cd5\u7684MVP\u9879\u76ee\u6216\u673a\u6784\u6279\u91cf\u4f5c\u4e1a\u3002\u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\uff1a\u54c1\u724c\u547d\u540d\u5173\u4e4e\u6587\u5316\u3001\u60c5\u611f\u4e0e\u6218\u7565\uff0c\u5f53\u524d\u5de5\u5177\u5316AI\u80fd\u5426\u7406\u89e3\u5e76\u751f\u6210\u771f\u6b63\u5177\u6709\u957f\u671f\u54c1\u724c\u5f20\u529b\u548c\u6587\u5316\u5171\u9e23\u7684\u540d\u5b57\uff0c\u800c\u975e\u4ec5\u662f\u53ef\u7528\u3001\u5408\u89c4\u7684\u7ec4\u5408\u8bcd\uff0c\u9700\u8981\u6253\u4e00\u4e2a\u95ee\u53f7\u3002\u521b\u59cb\u4eba\u5bfb\u6c42\u201c\u521b\u610f\u4e0e\u4e13\u4e1a\u7684\u5e73\u8861\u201d\u53cd\u9988\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u7b97\u6cd5\u7684\u5929\u82b1\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5546\u4e1a\u6a21\u5f0f\u770b\uff0c\u201c\u514d\u8d39\u65e0\u9650\u4f7f\u7528\u201d\u662f\u5178\u578b\u7684\u83b7\u5ba2\u548c\u6784\u5efa\u6570\u636e\u98de\u8f6e\u7b56\u7565\uff0c\u5176\u672a\u6765\u5f88\u53ef\u80fd\u5411\u9ad8\u7ea7\u8fc7\u6ee4\u3001\u4f18\u5148\u6ce8\u518c\u3001\u4ee3\u7406\u670d\u52a1\u7b49\u73af\u8282\u53d8\u73b0\u3002\u82e5\u5176\u80fd\u6309\u8ba1\u5212\u63a5\u5165LLC\u3001\u5168\u7403\u5546\u6807\u5e93\u7b49\u66f4\u6df1\u5c42\u5546\u4e1a\u5b9e\u4f53\u6570\u636e\uff0c\u5b83\u5c06\u4ece\u4e00\u4e2a\u547d\u540d\u5de5\u5177\u5347\u7ea7\u4e3a\u201c\u54c1\u724c\u8eab\u4efd\u521d\u59cb\u5408\u89c4\u6027\u4e00\u7ad9\u5f0f\u5e73\u53f0\u201d\uff0c\u58c1\u5792\u4f1a\u663e\u8457\u589e\u5f3a\u3002\u76ee\u524d\uff0c\u5b83\u662f\u4e00\u6b3e\u51fa\u8272\u7684\u201c\u542f\u52a8\u52a0\u901f\u5668\u201d\uff0c\u4f46\u5c1a\u4e0d\u662f\u201c\u54c1\u724c\u7f14\u9020\u8005\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\">Namegator<\/span>\n <\/div>\n<div class=\"comment-content\">Find your perfect business name in seconds with AI. NameGator analyzes your business description to generate 1000+ unique, brandable names tailored to your industry. Instantly check domain availability acrosscom,io,ai, and 100+ extensions, plus social media usernames and trademark status. From tech startups to restaurants, our smart AI understands context and delivers memorable names that resonate with your target audience. Free, unlimited generations.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<br \/>\nI’m Arash, creator of NameGator, and I’m excited to share what we’ve built!<br \/>\nThe Problem:<br \/>\nAfter helping manage 60,000+ WordPress sites and running my own domain business, I saw entrepreneurs waste weeks brainstorming names, only to find their top choice unavailable. The back-and-forth between creativity and availability checking was painful.<br \/>\nWhat We Built:<br \/>\nNameGator uses AI to generate 1000+ brandable business names in seconds AND checks domain availability, social media handles, and trademark conflicts instantly\u2014all in one place.<br \/>\nWhy It’s Different:<\/p>\n<p>Context-aware AI that understands your industry (not just random word combinations)<br \/>\nReal-time availability across domains, social platforms, and trademarks<br \/>\nUnlimited free use with instant results, no signup required<br \/>\n150K+ names generated across 180+ industries so far<\/p>\n<p>Perfect For:<\/p>\n<p>Founders launching startups and need names fast<br \/>\nAgencies managing multiple client brands<br \/>\nSide project builders exploring ideas<br \/>\nAnyone stuck in “naming paralysis”<\/p>\n<p>What I’d Love Feedback On:<\/p>\n<p>Which industries should we optimize for next?<br \/>\nAre the AI suggestions hitting the right creative\/professional balance?<br \/>\nWhat other availability checks would be valuable (LLC databases, international trademarks)?<\/p>\n<p>Thanks for checking us out! I’ll be here all day answering questions and taking feedback. Let’s find you the perfect name! \ud83d\udc0a<\/p><\/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>This is great and much needed. Literally almost had a nervous breakdown brainstorming a name for my soon-to-be-launched app (every name was taken, of course). <\/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\/7SIFK6RAV6RX27\" class=\"app-title\">OneKey Agent Gateway<\/a><\/p>\n<div class=\"one-liner\">OneKey access for agents Ship APIs\/MCP\/Skills\/CLI 10\u00d7 faster<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>OneKey Agent Gateway \u4e3aAI\u667a\u80fd\u4f53\uff08Agent\uff09\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u57fa\u7840\u8bbe\u65bd\u5c42\uff0c\u901a\u8fc7\u5355\u4e00\u8ba4\u8bc1\u548c\u8def\u7531\uff0c\u4e00\u7ad9\u5f0f\u63a5\u5165\u5e76\u7ba1\u7406\u8d85\u8fc7100\u4e2a\u5546\u4e1aAPI\uff0c\u89e3\u51b3\u4e86\u591aAPI\u5bc6\u94a5\u7ba1\u7406\u6df7\u4e71\u3001\u96c6\u6210\u7e41\u7410\u7684\u75db\u70b9\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5f00\u53d1\u6548\u7387\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\/79cb4fc1-faf7-47aa-bce6-e3ca09f6ee0c.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\/7f8b8eb5-9178-4e7e-b9d1-bbe0a4a55ff5.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\/d7f7f2ca-db5e-42ea-8590-189c14cf51bd.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\/3909f31a-eb46-4ff8-9ded-02fd55f10d31.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\/bd5607bf-9fa6-4822-81f0-bee940f845c7.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\/34c8bdb6-209b-4aa0-a10e-912a734237fa.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\/2753efa0-258c-4473-8795-5ca2d3818ff8.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\/0e20b516-f93c-4243-8f8a-f1da45f7fe81.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\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">API\u7f51\u5173<\/span><br \/>\n <span class=\"tag\">\u7edf\u4e00\u8ba4\u8bc1<\/span><br \/>\n <span class=\"tag\">\u591a\u683c\u5f0f\u9002\u914d<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">API\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">Agent\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u96c6\u6210<\/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\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u53d1\u5e03\u7684\u4ea7\u54c1\u81ea\u8ff0\uff0c\u91cd\u70b9\u5728\u4e8e\u89e3\u91ca\u4ea7\u54c1\u4ef7\u503c\uff08\u7edf\u4e00API\u7ba1\u7406\u3001\u63d0\u5347\u5f00\u53d1\u901f\u5ea6\uff09\u548c\u63a8\u5e7f\u4f7f\u7528\uff08\u63d0\u4f9b\u4fc3\u9500\u7801\u3001\u5c55\u793a\u7528\u4f8b\uff09\u3002\u6682\u65e0\u6765\u81ea\u793e\u533a\u7528\u6237\u7684\u76f4\u63a5\u53cd\u9988\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 OneKey Agent Gateway \u7784\u51c6\u4e86AI Agent\u751f\u6001\u4e2d\u4e00\u4e2a\u6b63\u5728\u5f62\u6210\u7684\u521a\u6027\u9700\u6c42\u2014\u2014\u5de5\u5177\u96c6\u6210\u6807\u51c6\u5316\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u5730\u805a\u5408API\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3aAgent\u4e0e\u5916\u90e8\u5de5\u5177\u4e4b\u95f4\u7684\u201c\u534f\u8bae\u8f6c\u6362\u5c42\u201d\u548c\u201c\u4ef7\u503c\u8def\u7531\u5c42\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7280\u5229\u5730\u5207\u4e2d\u4e86\u5f53\u524dAgent\u5f00\u53d1\u7684\u771f\u5b9e\u75db\u70b9\uff1a\u5f00\u53d1\u8005\u82e5\u60f3\u8d4b\u4e88Agent\u5f3a\u5927\u7684\u80fd\u529b\uff0c\u9700\u8981\u4e3a\u5176\u96c6\u6210\u5404\u79cd\u5de5\u5177\uff08\u641c\u7d22\u3001\u56fe\u50cf\u3001\u91d1\u878d\u7b49\uff09\uff0c\u4f46\u6bcf\u4e2a\u5de5\u5177\u7684\u8ba4\u8bc1\u3001\u8ba1\u8d39\u3001\u8c03\u7528\u65b9\u5f0f\uff08REST\u3001MCP\u3001CLI\u3001Skill\uff09\u90fd\u622a\u7136\u4e0d\u540c\uff0c\u5bfc\u81f4\u96c6\u6210\u5de5\u4f5c\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u6210\u4e3a\u5f00\u53d1\u6548\u7387\u7684\u74f6\u9888\u3002OneKey\u63d0\u51fa\u7684\u201c\u4e00\u6b21\u6ce8\u518c\uff0c\u591a\u7aef\u5206\u53d1\u201d\u6a21\u5f0f\uff0c\u7406\u8bba\u4e0a\u80fd\u5927\u5e45\u964d\u4f4e\u8fd9\u79cd\u91cd\u590d\u52b3\u52a8\u7684\u6d88\u8017\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5e76\u5b58\u3002\u7b2c\u4e00\u5c42\u4ef7\u503c\u5728\u4e8e\u201c\u964d\u672c\u589e\u6548\u201d\uff0c\u901a\u8fc7\u7edf\u4e00\u63a5\u5165\u548c\u4fe1\u7528\u652f\u4ed8\uff0c\u4e3a\u5f00\u53d1\u8005\u8282\u7701\u65f6\u95f4\u548c\u91d1\u94b1\u6210\u672c\u3002\u4f46\u66f4\u5173\u952e\u7684\u7b2c\u4e8c\u5c42\u4ef7\u503c\u5728\u4e8e\u5176\u8bd5\u56fe\u5efa\u7acb\u7684\u201c\u8def\u7531\u4f18\u5316\u201d\u4e0e\u201c\u5e02\u573a\u751f\u6001\u201d\u3002\u5b83\u4e0d\u6ee1\u8db3\u4e8e\u505a\u7ba1\u9053\uff0c\u66f4\u60f3\u6210\u4e3a\u8c03\u5ea6\u4e2d\u5fc3\uff0c\u6839\u636e\u4ef7\u683c\u3001\u6027\u80fd\u7b49\u56e0\u7d20\u667a\u80fd\u8def\u7531\u8bf7\u6c42\uff0c\u8fd9\u5bf9\u5176\u540e\u53f0\u6280\u672f\u63d0\u51fa\u4e86\u9ad8\u8981\u6c42\u3002\u540c\u65f6\uff0c\u6784\u5efaAPI\u5e02\u573a\uff0c\u8ba9\u5f00\u53d1\u8005\u6ce8\u518c\u5e76 monetize \u81ea\u5df1\u7684API\uff0c\u662f\u5176\u5e73\u53f0\u91ce\u5fc3\u7684\u4f53\u73b0\uff0c\u4f46\u751f\u6001\u7684\u51b7\u542f\u52a8\u96be\u5ea6\u6781\u5927\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5438\u5f15\u8db3\u591f\u591a\u7684\u4f18\u8d28API\u63d0\u4f9b\u8005\u548c\u4f7f\u7528\u8005\u3002\n <\/p>\n<p class=\"ai-content\">\n \u76ee\u524d\u4eceProduct Hunt\u7684\u51b7\u6de1\u53cd\u54cd\uff08\u4ec57\u7968\uff0c\u65e0\u771f\u5b9e\u7528\u6237\u8bc4\u8bba\uff09\u6765\u770b\uff0c\u4ea7\u54c1\u4ecd\u5904\u4e8e\u975e\u5e38\u65e9\u671f\u7684\u9636\u6bb5\u3002\u5176\u5ba3\u4f20\u4e2d\u201c\u7279\u65af\u62c9\u6539\u8272\u201d\u3001\u201c\u4e50\u9ad8\u56fe\u7eb8\u751f\u6210\u201d\u7b49\u70ab\u9177\u7528\u4f8b\uff0c\u867d\u5177\u4f20\u64ad\u6027\uff0c\u4f46\u53ef\u80fd\u6a21\u7cca\u4e86\u5176\u4f5c\u4e3a\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7684\u6838\u5fc3\u5b9a\u4f4d\u3002\u80fd\u5426\u8bf4\u670d\u4e25\u8083\u7684\u5f00\u53d1\u8005\u5c06\u5173\u952e\u7684\u4e1a\u52a1\u6d41\u7a0b\u6784\u5efa\u5728\u5176\u4e4b\u4e0a\uff0c\u53d6\u51b3\u4e8e\u5176\u7a33\u5b9a\u6027\u3001\u6027\u80fd\u3001\u4ee5\u53ca\u80fd\u5426\u4e0e\u4e3b\u6d41Agent\u5f00\u53d1\u6846\u67b6\uff08\u5982LangChain\u3001LlamaIndex\uff09\u6df1\u5ea6\u7ed3\u5408\u3002\u603b\u800c\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u4e2a\u6784\u601d\u7cbe\u51c6\u3001\u524d\u666f\u53ef\u89c2\u7684\u57fa\u7840\u8bbe\u65bd\u9879\u76ee\uff0c\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u5b8c\u5168\u53d6\u51b3\u4e8e\u6280\u672f\u6267\u884c\u6df1\u5ea6\u4e0e\u751f\u6001\u6784\u5efa\u80fd\u529b\uff0c\u800c\u975e\u6982\u5ff5\u672c\u8eab\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\">OneKey Agent Gateway<\/span>\n <\/div>\n<div class=\"comment-content\">OneKey Gateway is a unified infrastructure layer for agents (Codex, Claude, Openclaw more) to access commercial APIs via MCPs, Skills, CLIs, and Rest API Router with optimal value and pricing. For devs & builders, it provides a unified API registry to serve and distribute one API across all agent formats\u2014CLI, REST, MCP, and Skills\u2014eliminating multiple builds. Access 30+ categories like search, image, finance, and 3D Rendering, register, and monetize APIs 10\u00d7 faster.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH community \ud83d\udc4b<\/p>\n<p>This is Derek from DeepNLP, maker of OneKey Agent Gateway \u2014 the core layer of `AI Agent A2Z` infrastructure product. Use promo key `<strong>DEEPNLP_PROMOTION_APR_2026_LIMITED<\/strong>` to access 100+ commercial APIs across 30+ categories in your local agents, and subscribe now at <a href=\"https:\/\/www.deepnlp.org\/pricing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">OneKey Gateway<\/a> for additional bonus credits, including large usage quota of AI search, image generation (Google Nano Banana), Finance, 3D Build and Rendering, and more (personal recommendation try: <strong>3D builds Tesla wraps <\/strong>to dress your Tesla as F1 race car, or <strong>generate Lego\/Minecraft plans while you play<\/strong>). You can visit the <a href=\"https:\/\/github.com\/aiagenta2z\/onekey-gateway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Github<\/a> and <a href=\"https:\/\/www.deepnlp.org\/doc\/onekey_gateway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Documents<\/a> for detailed usage.<\/p>\n<\/p>\n<p><strong>1. Why OneKey Gateway?<\/strong><\/p>\n<p>Maximize user value: Managing many API keys is painful. Different auth, subscriptions, and billing across providers. OneKey solves this: <strong>OneKey auth -> Billing and Router \u2192 Access Commercial APIs -> Pay Per Use<\/strong>, Unified credits (pay-as-you-use), No need to pick 1 provider\u2014use many. Try multiple search, finance, and image APIs in one place and router among them.<\/p>\n<p><strong>2. Developer Friendly: Ship 10x faster<\/strong><\/p>\n<p>Building data and APIs for agents means supporting: REST + MCP + CLI + Skills and more\ud83d\ude35, that’s a lof of packages account programming languages (nodejs\/python\/etc)<\/p>\n<p>OneKey Gateway simplify the process: <strong>Register one API -> Auto-serve across all agentic formats (MCPs\/CLIs\/REST\/Skills)<\/strong>. No need for multiple SDKs\/packages.<\/p>\n<pre><code>npx onekey agent <unique_id> <api_id> <data_json|@file> ## CLI\nnpx onekey mcp <unique_id> <api_id> <data_json|@file> ## MCP\n<a href=\"https:\/\/agent.deepnlp.org\/agent_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/agent.deepnlp.org\/agent_<\/a>... ## Http Endpoint \n<a href=\"https:\/\/agent.deepnlp.org\/mcp\/{u\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/agent.deepnlp.org\/mcp\/{u<\/a>... ## MCP Endpoint\nnpx agtm skills add aiagenta2z\/onekey-gateway --skill {skill_id} -g ## Skills<\/code><\/pre>\n<\/p>\n<p>With support from DeepNLP AI Agent\/MCP\/API marketplace, developers can register their agentic APIs with their agent meta, set pricing per call, and earn when others use them.<\/p>\n<p><strong>OneKey Gateway Some of Cools APIs\/Skills\/CLIs Ready to Use<\/strong><\/p>\n<\/p>\n<pre><code>npm -g install @aiagenta2z\/onekey-gateway\nexport DEEPNLP_ONEKEY_ROUTER_ACCESS=YOUR_ACCESS_KEY<\/code><\/pre>\n<ol>\n<li>\n<p><strong>Generate Tesla Car Wraps<\/strong><\/p>\n<\/li>\n<\/ol>\n<pre><code>npx onekey agent craftsman-agent\/craftsman-agent generate_tesla_wraps '{\"prompt\":\"I would like to paint my tesla model YL similar to F1 race car, color of a blue and purple with stars\",\"images\":[],\"mode\":\"basic\",\"car_model\":\"tesla_model_yl\",\"output_number\":1}' --timeout 60000<\/code><\/pre>\n<\/p>\n<ol>\n<li>\n<p><strong>Turn Text to 3D Lego Build Plans<\/strong><\/p>\n<\/li>\n<\/ol>\n<pre><code>npx onekey agent craftsman-agent\/craftsman-agent generate_lego_build_plan '{\"prompt\":\"Build Lego yacht with 5 decks using blue and white bricks\",\"images\":[],\"mode\":\"basic\"}' --timeout 60000\n<\/code><\/pre>\n<\/p>\n<ol>\n<li>\n<p><strong>Gemini Nano Banana to Summarize project<\/strong><\/p>\n<\/li>\n<\/ol>\n<pre><code>npx onekey agent gemini-nano-banana\/gemini-nano-banana generate_image_gemini '{\"model\":\"gemini-2.5-flash-image\", \"prompt\":\"Generate a minecraft scene of steve fighting zombies in purple crystal fields.\"}'<\/code><\/pre>\n<\/p>\n<p><strong>\ud83d\udd25 Key Features<\/strong><\/p>\n<p><strong>\ud83d\udd11 OneKey Access and Authenticate (No More API Chaos)<\/strong><\/p>\n<p>Authenticate once using OneKey and connect your agents to 100+ APIs, MCPs, and tools across web search, maps, image generation, finance, and more.<\/p>\n<\/p>\n<p><strong>\ud83d\udcb8 Save ~30% on aggregated API Costs<\/strong><\/p>\n<p>Replace multiple subscriptions with a pay-as-you-go credit system and bundled discounts across providers.<\/p>\n<\/p>\n<p><strong>\u26a1 Fast, Unified Agent Routing<\/strong><\/p>\n<p>Seamlessly route requests across LLMs, APIs, and MCPs with optimized response times \u2014 no custom integrations needed.<\/p>\n<\/p>\n<p><strong>\ud83e\udde9 Exclusive AI Agent APIs on OneKey Gateway<\/strong><\/p>\n<p>Unlock unique capabilities provided by AI Agent A2Z x DeepNLP Agent Marketplace:<\/p>\n<p>Text \u2192 3D LEGO \/ Minecraft build plans<\/p>\n<p>Prompt \u2192 Tesla car wrap rendering<\/p>\n<p>Financial data (Global Stock market data such as US, Europe, India, China HKEX\/Shanghai\/Shenzhen stock markets) Food calorie estimation APIs<\/p>\n<\/p>\n<p><strong>\ud83d\udcca Ship APIs to MCPs\/CLIs\/Skills Faster<\/strong><\/p>\n<p>Provides unified endpoint register your API How to call it via OneKey Gateway (REST + CLI) Full JSON\/YAML configuration examples.<\/p>\n<p>Secure Authentication, support header API keys AUTH_HEADER, Bearer Token, etc.<\/p>\n<\/p>\n<p><strong>\ud83c\udf31 Build & Earn (API Marketplace)<\/strong><\/p>\n<p>Register your own APIs and earn credits when others use them \u2014 turning your tools into monetizable assets.<\/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<\/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\/HNNQC4UA76ORAV\" class=\"app-title\">Frames<\/a><\/p>\n<div class=\"one-liner\">Create stunning posters for your apps easily!<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Frames\u662f\u4e00\u6b3e\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5c06\u5e94\u7528\u622a\u56fe\u8f6c\u5316\u4e3a\u7cbe\u7f8e\u3001\u53ef\u7528\u4e8e\u53d1\u5e03\u7684\u5ba3\u4f20\u89c6\u89c9\u56fe\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u4ea7\u54c1\u4e0a\u7ebf\u548c\u793e\u4ea4\u5a92\u4f53\u63a8\u5e7f\u65f6\u7f3a\u4e4f\u8bbe\u8ba1\u80fd\u529b\u4e0e\u6548\u7387\u7684\u89c6\u89c9\u5185\u5bb9\u5236\u4f5c\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\/e15a9056-a250-42b9-b961-5c8eabe1c63c.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\/aff813fc-a2d4-4bf1-aef1-62af4db00c62.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\/e41bb44f-f3a6-4443-baf1-b535fa137a29.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\/6e8e20ae-9d47-4b29-816b-77287520e35a.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\/3ce71cdc-2f2e-4cd8-abe8-07abadfa09c7.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\/86fc735b-1fc7-4952-a0d4-fbe04838d4b5.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\/b917310e-14c3-4547-a359-f68fbe9fb162.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\/ba6a309a-f673-4ee0-9352-4a8b5e50a1c1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/h7pXKm3K6fw\"><source src=\"https:\/\/youtu.be\/h7pXKm3K6fw\" 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\">Marketing<\/span><br \/>\n <span class=\"tag\">Graphics & Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5e94\u7528\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u622a\u56fe\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u6d77\u62a5\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7d20\u6750<\/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>\u521b\u59cb\u4eba\u7684\u8bc4\u8bba\u9610\u8ff0\u4e86\u4ea7\u54c1\u8bde\u751f\u7684\u80cc\u666f\u4e0e\u6838\u5fc3\u4ef7\u503c\u3002\u7528\u6237@pradiv_23\u7684\u53cd\u9988\u662f\u6709\u6548\u8bc4\u8bba\uff0c\u4ed6\u9ad8\u5ea6\u8ba4\u53ef\u4ea7\u54c1\u7684\u7ec4\u4ef6\u5316\u8bbe\u8ba1\u601d\u8def\uff0c\u7279\u522b\u662f\u524d\u666f\u5143\u7d20\uff08\u5982\u5e94\u7528\u5546\u5e97\u5fbd\u7ae0\uff09\u975e\u5e38\u5b9e\u7528\uff0c\u5e76\u63d0\u51fa\u4e86\u5141\u8bb8\u8c03\u6574\u7ec4\u4ef6\u6216\u6dfb\u52a0\u81ea\u5b9a\u4e49\u7ec4\u4ef6\u7684\u529f\u80fd\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 Frames\u7784\u51c6\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u771f\u5b9e\u5b58\u5728\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\u7684\u4ea7\u54c1\u89c6\u89c9\u5305\u88c5\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u573a\u666f\u5316\u5c01\u88c5\u3002\u5b83\u5c06\u5e94\u7528\u5546\u5e97\u3001Product Hunt\u7b49\u5e73\u53f0\u6240\u9700\u7684\u5ba3\u4f20\u56fe\u8303\u5f0f\uff0c\u89e3\u6784\u4e3a\u201c\u80cc\u666f\u3001\u6587\u5b57\u3001\u6846\u67b6\u3001\u524d\u666f\u201d\u56db\u4e2a\u53ef\u62fc\u88c5\u7684\u7ec4\u4ef6\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u9690\u6027\u7684\u8bbe\u8ba1\u7ecf\u9a8c\u8f6c\u5316\u4e3a\u53ef\u62d6\u62fd\u7684\u6a21\u5757\u3002\u8fd9\u770b\u4f3c\u7b80\u5355\uff0c\u5374\u76f4\u51fb\u4e86\u76ee\u6807\u7528\u6237\u201c\u4e0d\u60f3\u5b66\u590d\u6742\u8bbe\u8ba1\u8f6f\u4ef6\u3001\u53c8\u5acc\u5f03\u901a\u7528\u6a21\u677f\u5de5\u5177\uff08\u5982Canva\uff09\u7f3a\u4e4f\u5782\u76f4\u9886\u57df\u9488\u5bf9\u6027\u201d\u7684\u53cc\u91cd\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\u3002\u5de5\u5177\u7684\u9ad8\u5ea6\u573a\u666f\u5316\u9884\u8bbe\uff0c\u65e2\u662f\u62a4\u57ce\u6cb3\uff0c\u4e5f\u662f\u67b7\u9501\u3002\u4e00\u65e6\u7528\u6237\u9700\u6c42\u8d85\u51fa\u201c\u5e94\u7528\u5ba3\u4f20\u6d77\u62a5\u201d\u8fd9\u4e2a\u8303\u7574\uff0c\u4ea7\u54c1\u4fbf\u53ef\u80fd\u5931\u7075\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u81ea\u5b9a\u4e49\u7ec4\u4ef6\u201d\u7684\u5efa\u8bae\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u8fd9\u4e2a\u6f5c\u5728\u77db\u76fe\uff1a\u5728\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u4fbf\u5229\u6027\u4e0e\u4fdd\u6301\u7075\u6d3b\u6269\u5c55\u6027\u4e4b\u95f4\u5982\u4f55\u5e73\u8861\uff1f\u5373\u5c06\u63a8\u51fa\u7684\u201cFrames AI\u201d\u6216\u8bb8\u662f\u4e00\u4e2a\u5bfb\u6c42\u7a81\u7834\u7684\u4fe1\u53f7\uff0cAI\u82e5\u4ec5\u7528\u4e8e\u73b0\u6709\u5143\u7d20\u7684\u667a\u80fd\u6392\u7248\uff0c\u5219\u4ecd\u662f\u6548\u7387\u4f18\u5316\uff1b\u82e5\u80fd\u7406\u89e3\u4ea7\u54c1\u63cf\u8ff0\u5e76\u751f\u6210\u98ce\u683c\u5339\u914d\u7684\u539f\u521b\u89c6\u89c9\u5143\u7d20\uff0c\u624d\u6709\u53ef\u80fd\u62d3\u5bbd\u8fb9\u754c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u7684\u6838\u5fc3\u7ade\u4e89\u529b\uff0c\u662f\u201c\u8ba9\u975e\u8bbe\u8ba1\u5e08\u4ea7\u51fa\u4f53\u9762\u3001\u4e13\u4e1a\u7684\u5782\u76f4\u9886\u57df\u89c6\u89c9\u7a3f\u201d\u3002\u5b83\u8d29\u5356\u7684\u4e0d\u662f\u521b\u9020\u529b\uff0c\u800c\u662f\u786e\u5b9a\u6027\u548c\u6548\u7387\uff0c\u662f\u5e2e\u52a9\u5f00\u53d1\u8005\u5c06\u7cbe\u529b\u4ece\u201c\u7ea0\u7ed3\u8bbe\u8ba1\u201d\u56de\u5f52\u5230\u201c\u4e13\u6ce8\u6784\u5efa\u201d\u7684\u51cf\u538b\u5de5\u5177\u3002\u5728\u65e9\u671f\uff0c\u8fd9\u5df2\u8db3\u591f\u5f62\u6210\u4e00\u4e2a\u5229\u57fa\u5e02\u573a\u3002\u4f46\u957f\u8fdc\u6765\u770b\uff0c\u5176\u53d1\u5c55\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u4e00\u4e2a\u806a\u660e\u7684\u6a21\u677f\u7ec4\u88c5\u5668\u201d\uff0c\u8fdb\u5316\u6210\u201c\u4e00\u4e2a\u53ef\u9002\u5e94\u591a\u5143\u9700\u6c42\u7684\u89c6\u89c9\u5185\u5bb9\u5f15\u64ce\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\">Frames<\/span>\n <\/div>\n<div class=\"comment-content\">Frames helps you turn your app screenshots into stunning, production-ready visuals in seconds. Select backdrops, frames, add text from the presets and edit the image, text and create beautiful visuals. Perfect for Product Hunt, app stores, and social media – so your product looks as good as it actually is.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello Everyone! This is my second launch here.<\/p>\n<\/p>\n<p>When I was building my first app, Mirror, I thought the hard part would be the product. It wasn\u2019t. It was creating visuals for launch and social media – hours of tweaking, redoing, and still not feeling proud of what I made. Canva felt generic. Other tools made everything look flat. Nothing really captured the product the way I imagined it.<\/p>\n<\/p>\n<p>So I built <strong>Frames.<\/strong><\/p>\n<\/p>\n<p>A simple way to create visuals that actually <em>feel<\/em> like your product matters.<\/p>\n<p>It\u2019s built around 4 core pieces: Backdrops, Text, Frames, and Foreground elements.<br \/>Pick what you need, tweak it your way, mix things up, and export something you\u2019re genuinely excited to share.<\/p>\n<p>No design skills. No overthinking. Just clean, expressive visuals.<\/p>\n<\/p>\n<blockquote>\n<p><em>Every single image you see in the gallery here was created using <\/em><strong><em>Frames<\/em><\/strong><\/p>\n<\/blockquote>\n<p>My goal is simple:<br \/>Help you stay focused on building\u2026 while making visuals fast, fun, and actually satisfying.<\/p>\n<\/p>\n<p>Would love for you to check it out and let me know what you think! Also, share it with folks who you think wants this! \ud83d\udc4a<\/p>\n<\/p>\n<p>Coming Soon: Frames AI \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pradiv_23\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pradiv_23<\/a> This is Great! What I really like about Frames is the component approach. Breaking things into backdrops, text, frames, and especially foreground elements just makes so much sense.<\/p>\n<p>The foreground components are a big win. Things like download buttons, App Store \/ Play Store badges, PH badges, and being able to customize them easily is super handy. Nicely done \ud83d\udc4f<\/p>\n<\/p>\n<p>Have you thought about providing ability to tweak the components or add new custom components ? that would be great!<\/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\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WAAHPVH3GLCECR\" class=\"app-title\">TalentAid<\/a><\/p>\n<div class=\"one-liner\">AI Resume\/CV tool that increases interview rate by over 10x<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>TalentAid\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u7b80\u5386\u4f18\u5316\u5de5\u5177\uff0c\u901a\u8fc7\u9488\u5bf9\u6027\u6539\u5199\u7b80\u5386\u4ee5\u901a\u8fc7ATS\u7b5b\u9009\u5e76\u5438\u5f15\u62db\u8058\u8005\uff0c\u5728\u6c42\u804c\u8005\u6d77\u6295\u7b80\u5386\u5374\u77f3\u6c89\u5927\u6d77\u7684\u573a\u666f\u4e0b\uff0c\u663e\u8457\u63d0\u5347\u83b7\u5f97\u9762\u8bd5\u9080\u7ea6\u7684\u51e0\u7387\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\/891167da-fccb-4b8d-be38-b2608433654f.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\/ed417215-6031-4eba-907e-e0ce8b0ad9c6.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=NmwfjYQzdvM\"><source src=\"https:\/\/www.youtube.com\/watch?v=NmwfjYQzdvM\" 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\">Hiring<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">ATS\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u6c42\u804c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u6539\u5199<\/span><br \/>\n <span class=\"tag\">\u6b27\u6d32\u6c42\u804c\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u8bed\u4e49\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u62db\u8058\u6548\u7387<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u804c\u4e1a\u53d1\u5c55<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5b9a\u5236<\/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>\u521b\u59cb\u4eba\u6e05\u6670\u89e3\u91ca\u4e86\u4ea7\u54c1\u89e3\u51b3ATS\u7b5b\u9009\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u83b7\u5f97\u597d\u8bc4\u3002\u540c\u65f6\u6709\u7528\u6237\u76f4\u63a5\u8d28\u7591\u201c10\u500d\u9762\u8bd5\u7387\u201d\u7684\u6570\u636e\u652f\u6491\uff0c\u53cd\u6620\u51fa\u5e02\u573a\u5bf9\u6548\u679c\u9a8c\u8bc1\u7684\u654f\u611f\u4e0e\u671f\u5f85\u3002\u76ee\u524d\u53cd\u9988\u6570\u91cf\u8f83\u5c11\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 TalentAid\u7784\u51c6\u4e86\u73b0\u4ee3\u6c42\u804c\u4e2d\u4e00\u4e2a\u771f\u5b9e\u4e14\u4ee4\u4eba\u6cae\u4e27\u7684\u201c\u9ed1\u7bb1\u201d\u2014\u2014ATS\u7b5b\u9009\u3002\u5176\u5ba3\u79f0\u7684\u201c10\u500d\u9762\u8bd5\u7387\u201d\u662f\u6700\u5927\u5356\u70b9\uff0c\u4e5f\u662f\u6700\u8106\u5f31\u7684\u547d\u95e8\u3002\u4ea7\u54c1\u903b\u8f91\u6210\u7acb\uff1a\u901a\u8fc7\u8bed\u4e49\u5206\u6790\u804c\u4f4d\u63cf\u8ff0\uff0c\u9006\u5411\u4f18\u5316\u7b80\u5386\u5173\u952e\u8bcd\u4e0e\u683c\u5f0f\uff0c\u4ee5\u201c\u6b3a\u9a97\u201d\u6216\u201c\u8fce\u5408\u201dATS\u7cfb\u7edf\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6280\u672f\u6027\u7684\u6c42\u804c\u9ed1\u5ba2\u884c\u4e3a\uff0c\u4ef7\u503c\u5728\u4e8e\u5c06\u4e0d\u900f\u660e\u7684\u7b5b\u9009\u89c4\u5219\u663e\u6027\u5316\u3001\u53ef\u64cd\u4f5c\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e0d\u5bb9\u5ffd\u89c6\u3002\u9996\u5148\uff0c\u6570\u636e\u5ba3\u79f0\u7f3a\u4e4f\u900f\u660e\u80cc\u4e66\uff0c\u5728\u4ec5\u67096\u7968\u7684\u51b7\u542f\u52a8\u9636\u6bb5\uff0c\u53ef\u4fe1\u5ea6\u5b58\u7591\u3002\u8fd9\u6781\u6613\u5f15\u53d1\u201c\u5938\u5927\u5ba3\u4f20\u201d\u7684\u6807\u7b7e\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u6a21\u5f0f\u5b58\u5728\u201c\u519b\u5907\u7ade\u8d5b\u201d\u98ce\u9669\uff1a\u5f53\u6b64\u7c7b\u5de5\u5177\u666e\u53ca\uff0c\u6240\u6709\u7b80\u5386\u90fd\u88ab\u4f18\u5316\uff0c\u7b5b\u9009\u57fa\u51c6\u7ebf\u5c06\u88ab\u62ac\u9ad8\uff0c\u957f\u671f\u53ef\u80fd\u52a0\u5267\u5185\u5377\u800c\u975e\u89e3\u51b3\u6839\u672c\u95ee\u9898\u3002\u6700\u540e\uff0c\u5176\u805a\u7126\u6b27\u6d32\u5e02\u573a\u7684\u7b56\u7565\u662f\u53cc\u5203\u5251\uff0c\u867d\u80fd\u7cbe\u51c6\u9002\u914d\u672c\u5730\u89c4\u5219\uff0c\u4f46\u4e5f\u53ef\u80fd\u8fc7\u65e9\u89e6\u53ca\u589e\u957f\u5929\u82b1\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u6216\u8bb8\u4e0d\u5728\u4e8e\u201c10\u500d\u201d\u8fd9\u4e2a\u6570\u5b57\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u8d4b\u4e88\u6c42\u804c\u8005\u4e00\u79cd\u5bf9\u6570\u5b57\u5316\u7b5b\u9009\u7cfb\u7edf\u7684\u201c\u63a7\u5236\u611f\u201d\u3002\u4f46\u4ea7\u54c1\u82e5\u60f3\u5efa\u7acb\u6301\u4e45\u4fe1\u4efb\uff0c\u5fc5\u987b\u8de8\u8d8a\u4ece\u201c\u6280\u5de7\u5de5\u5177\u201d\u5230\u201c\u6548\u679c\u9a8c\u8bc1\u5e73\u53f0\u201d\u7684\u9e3f\u6c9f\u2014\u2014\u4f8b\u5982\uff0c\u63d0\u4f9b\u53ef\u8ffd\u8e2a\u7684\u9762\u8bd5\u8f6c\u5316\u6570\u636e\u6216\u4e0e\u62db\u8058\u5e73\u53f0\u5f62\u6210\u6548\u679c\u95ed\u73af\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u5728\u7126\u8651\u4e2d\u8d29\u5356\u5e0c\u671b\uff0c\u5374\u96be\u4ee5\u81ea\u8bc1\u6548\u679c\u7684\u901f\u6548\u5de5\u5177\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\">TalentAid<\/span>\n <\/div>\n<div class=\"comment-content\">Find roles that genuinely move your career forward, and turn your experience into a CV that gets noticed. TalentAid’s AI-driven platform adapts to you, helping you land the right opportunities faster.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<\/p>\n<p>I’m Phillip, founder of TalentAid, and thankfully not as awful in real life as my interpretation of the ATS in the launch video \ud83d\ude00<\/p>\n<\/p>\n<p>The problem: 75% of resumes are rejected by ATS software before a human ever reads them. You could be the perfect candidate and never get a chance, because of formatting, missing keywords, or how a parser reads<\/p>\n<p>your PDF.<\/p>\n<\/p>\n<p>What we built: TalentAid’s CV Rewrite takes your existing resume and the job you’re targeting, then rewrites it so it’s optimized for both the ATS filters AND the human recruiter on the other side. The changes we make to your resume make it up to 10x more likely that you get an interview!<\/p>\n<\/p>\n<p>How it works:<\/p>\n<p>– Upload your resume<\/p>\n<p>– Find your dream job using semantic search tools<\/p>\n<p>– Get a rewritten version of your resume optimized for that specific role<\/p>\n<p>– ATS-friendly formatting, targeted keywords, better structure \u2014 all in seconds<\/p>\n<\/p>\n<p>We’re based in Frankfurt, bootstrapped with our own capital, and laser-focused on the European job market.<\/p>\n<p>Would love your feedback. What would make this more useful for your job search?<\/p>\n<\/p>\n<p>Drop a comment, I’m here all day.<\/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\/@philliphamnett\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@philliphamnett<\/a> <br \/>Congrats on the launch, Philipp! <\/p>\n<p>Your explanation is super clear \u2014 you managed to break down the ATS problem in a way anyone can grasp. TalentAid feels like a genuinely helpful boost for job seekers. Wishing you all the best with the launch and beyond! \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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Do you actually have relevant data to back that your CV get 10x more interviews ?<\/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<\/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 = 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{"id":183,"date":"2026-04-06T11:46:09","date_gmt":"2026-04-06T03:46:09","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/06\/2026-04-05\/"},"modified":"2026-04-06T11:46:09","modified_gmt":"2026-04-06T03:46:09","slug":"2026-04-05","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/06\/2026-04-05\/","title":{"rendered":"PH\u70ed\u699c | 2026-04-05"},"content":{"rendered":"

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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-05<\/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 | 2026-04-05<\/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\/7LWNCE62V5P6IM\" class=\"app-title\">Influcio<\/a><\/p>\n<div class=\"one-liner\">AI marketing Agent for result-driven influencer campaign<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">472<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Influcio\u662f\u4e00\u6b3eAI\u8425\u9500\u4ee3\u7406\uff0c\u901a\u8fc7\u81ea\u5b66\u4e60\u7cfb\u7edf\u4e3a\u54c1\u724c\u63d0\u4f9b\u4ece\u7b56\u7565\u751f\u6210\u5230\u6267\u884c\u4f18\u5316\u7684\u7aef\u5230\u7aef\u7f51\u7ea2\u8425\u9500\u6d3b\u52a8\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u56e0\u7f3a\u4e4f\u6570\u636e\u9a71\u52a8\u7b56\u7565\u548c\u9ad8\u6548\u6267\u884c\u5de5\u5177\u800c\u5bfc\u81f4\u8425\u9500\u6548\u679c\u4e0d\u4f73\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\/e03f3d73-503c-4a0d-99fe-32c99589c892.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\/83c0812d-3ee0-49f1-9525-0015ea42b2b5.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\/a6b01e30-8007-4cf0-b94c-592fa8b32647.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\/e7ea3b20-7dea-4c79-ae86-10a6c078aaaa.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\/c504e041-31e1-4d70-98f6-8cca8586cff8.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\/581b155d-aed0-435d-a6d2-1953b37083dc.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\/1b04c5b6-ab54-4f49-a620-45f99d8ef982.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ea2\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u7b56\u7565\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b66\u4e60\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u679c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">B2B\u8425\u9500\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\u5173\u6ce8AI\u5982\u4f55\u786e\u4fdd\u7f51\u7ea2\u4e0e\u54c1\u724c\u8c03\u6027\u5339\u914d\u3001\u5982\u4f55\u8861\u91cf\u6548\u679c\u53ca\u5b66\u4e60\u673a\u5236\uff0c\u8be2\u95ee\u9884\u7b97\u95e8\u69db\u4e0e\u8bd5\u7528\u53ef\u80fd\uff0c\u5e76\u8d28\u7591\u6548\u679c\u5f52\u56e0\u96be\u5ea6\u3002\u5efa\u8bae\u63d0\u4f9b\u4ea7\u54c1\u9884\u89c8\u548c\u6848\u4f8b\uff0c\u660e\u786e\u5dee\u5f02\u5316\u4f18\u52bf\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 Influcio\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u201cAI CMO\u201d\uff0c\u5176\u91ce\u5fc3\u5728\u4e8e\u7528\u7cfb\u7edf\u5316\u95ed\u73af\u53d6\u4ee3\u7f51\u7ea2\u8425\u9500\u4e2d\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c\u548c\u5206\u6563\u5de5\u5177\u7684\u4f20\u7edf\u6a21\u5f0f\u3002\u4ea7\u54c1\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u7f51\u7ea2\u53d1\u73b0\uff0c\u800c\u662f\u8bd5\u56fe\u586b\u8865\u4ece\u6a21\u7cca\u60f3\u6cd5\u5230\u53ef\u6267\u884c\u3001\u53ef\u4f18\u5316\u7b56\u7565\u7684\u201c\u6218\u7565\u9e3f\u6c9f\u201d\u3002\u8fd9\u76f4\u51fb\u4e86\u5f53\u524d\u5e02\u573a\u7684\u771f\u5b9e\u75db\u70b9\uff1a\u5927\u591a\u6570\u56e2\u961f\u7f3a\u4e4f\u5c06\u521b\u610f\u8f6c\u5316\u4e3a\u6709\u6548\u6d3b\u52a8\u7684\u6570\u636e\u5316\u65b9\u6cd5\u8bba\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u8d28\u7591\u6781\u4e3a\u5c16\u9510\uff0c\u4e5f\u6070\u6070\u662f\u6b64\u7c7b\u4ea7\u54c1\u6210\u8d25\u7684\u5173\u952e\u3002\u5176\u4e00\uff0c\u201c\u81ea\u5b66\u4e60\u201d\u7684\u6839\u57fa\u5728\u4e8e\u6548\u679c\u5f52\u56e0\uff0c\u800c\u7f51\u7ea2\u8425\u9500\u7684\u5f52\u56e0\u672c\u5c31\u662f\u884c\u4e1a\u987d\u75be\u3002\u82e5\u65e0\u6cd5\u6784\u5efa\u53ef\u9760\u7684\u6570\u636e\u53cd\u9988\u95ed\u73af\uff0c\u6240\u8c13\u7684\u5b66\u4e60\u4f18\u5316\u4fbf\u662f\u65e0\u6e90\u4e4b\u6c34\u3002\u5176\u4e8c\uff0c\u4ea7\u54c1\u5c06\u201c\u7b56\u7565\u201d\u4f5c\u4e3a\u5356\u70b9\uff0c\u4f46AI\u751f\u6210\u7b56\u7565\u7684\u53ef\u89e3\u91ca\u6027\u4e0e\u54c1\u724c\u4ef7\u503c\u89c2\u7684\u5339\u914d\u5ea6\u5b58\u7591\uff0c\u8fd9\u9700\u8981\u5e73\u53f0\u5177\u5907\u6df1\u5ea6\u7684\u54c1\u724c\u7406\u89e3\u548c\u5185\u5bb9\u6d1e\u5bdf\uff0c\u800c\u975e\u4ec5\u9760\u6570\u636e\u5339\u914d\u3002\u5176\u4e09\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u521d\u671f\u5b9a\u4f4d\u4f3c\u4e4e\u6e38\u79fb\u5728\u9884\u7b97\u5145\u8db3\u7684\u56e2\u961f\u4e0e\u4ece\u96f6\u5f00\u59cb\u7684\u4e2a\u4f53\u521b\u4e1a\u8005\u4e4b\u95f4\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u4ea7\u54c1\u8bbe\u8ba1\u548c\u670d\u52a1\u6a21\u578b\u51fa\u73b0\u77db\u76fe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0cInflucio\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u6218\u7565-\u6267\u884c-\u5b66\u4e60\u201d\u7684\u5168\u81ea\u52a8\u98de\u8f6e\uff0c\u8fd9\u8981\u6c42\u5b83\u5fc5\u987b\u540c\u65f6\u662f\u9876\u5c16\u7684AI\u7b56\u7565\u987e\u95ee\u3001\u5e9e\u5927\u7684\u7f51\u7ea2\u7ecf\u7eaa\u5e73\u53f0\u548c\u7cbe\u51c6\u7684\u8425\u9500\u5206\u6790\u7cfb\u7edf\u3002\u4efb\u4f55\u4e00\u73af\u7684\u8584\u5f31\u90fd\u4f1a\u8ba9\u95ed\u73af\u5931\u6548\u3002\u5982\u679c\u5b83\u80fd\u4ee5\u6e05\u6670\u7684\u6848\u4f8b\u8bc1\u660e\u5176AI\u5728\u590d\u6742\u5f52\u56e0\u73af\u5883\u4e0b\u4ecd\u80fd\u6301\u7eed\u63d0\u5347\u6d3b\u52a8ROI\uff0c\u5e76\u5efa\u7acb\u8d77\u8de8\u884c\u4e1a\u3001\u8de8\u9884\u7b97\u7684\u9002\u914d\u80fd\u529b\uff0c\u624d\u53ef\u80fd\u4ece\u201c\u53c8\u4e00\u4e2a\u7f51\u7ea2\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u98a0\u8986\u5de5\u4f5c\u6d41\u7684\u65b0\u54c1\u7c7b\u3002\u5426\u5219\uff0c\u201cAI CMO\u201d\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u534e\u4e3d\u7684\u8425\u9500\u8bdd\u672f\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\">Influcio<\/span>\n <\/div>\n<div class=\"comment-content\">Influcio replaces one-off influencer campaigns with a self-learning AI system. It finds the best influencers, runs campaigns end-to-end, helps you manage them in an all-in-one platform, and uses performance data to optimize every next launch.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\u2728<strong> \u201cUnlock your business momentum with trackable AI-powered campaigns\u201d<\/strong><\/p>\n<p>\ud83d\udc4b Hey Product Hunt! I\u2019m the PM at Influcio.<\/p>\n<p>We realized the real challenge in influencer marketing isn\u2019t execution\u2014it\u2019s strategy. Most teams don\u2019t know how to go from an idea to a campaign that actually performs. Tools give filters, agencies give opinions\u2014but there\u2019s no repeatable, data-driven way to figure it out.<\/p>\n<p>So we built Aria, our AI CMO. It turns rough ideas into structured strategies, finds the right creators, and continuously improves using real campaign data\u2014so every launch gets smarter.<\/p>\n<p>Excited to hear your thoughts and feedback \ud83d\ude4c<br \/>\u2014 Alice<\/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\/@alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> <\/p>\n<p>The \u201cidea \u2192 strategy \u2192 execution \u2192 learning\u201d loop is the most interesting part here.<br \/>If Aria nails that feedback cycle, this could become incredibly powerful.<\/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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> Congrats on the launch Influcio! The idea of a self-evolving AI marketing agent that handles strategy, content, and influencer campaigns sounds really powerful.<\/p>\n<\/p>\n<p>One thing I noticed is the homepage dives straight into the big vision and stats, but it\u2019s not immediately clear how the actual AI agent works or what its output looks like.<\/p>\n<\/p>\n<p>I\u2019m really curious how you\u2019re thinking about letting new users quickly experience or preview the AI in action before signing up, would love to hear your approach<\/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\/@alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> For bootstrapped founders with tight budgets, how does it recommend creators that punch above their follower weight for max ROI?<\/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>\ud83d\udc4b Hey Product Hunt! I\u2019m Ally, CEO of Influcio. We built Influcio to <strong>unlock your business momentum with trackable AI-powered campaigns<\/strong>\u2014because growth shouldn\u2019t feel like guesswork.<\/p>\n<p>Our<strong> AI CMO, Aria<\/strong>. Aria analyzes your business, identifies the right strategy, and connects you with the most relevant influencers to execute campaigns that actually perform. What used to take days of back-and-forth can now happen in minutes, with better outcomes. Instead of overwhelming users with tools, we focused on delivering outcomes. Every campaign is designed to be measurable, traceable, and optimized over time\u2014so you\u2019re not just launching campaigns, you\u2019re building momentum you can see and scale.<\/p>\n<p>We\u2019re excited to bring this to you\u2014and would love your feedback \ud83d\ude4c<\/p>\n<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does the AI ensure the recommended influencers align with my brand\u2019s values and tone?<\/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>The ‘AI CMO’ framing is interesting \u2014 most tools stop at discovery and leave the strategy gap wide open. As an indie maker about to launch my first app solo, I’m curious: is Influcio built for teams with existing campaign budgets, or can it work for someone starting from scratch with zero influencer experience and a tight budget?<\/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>Huge congrats <a href=\"https:\/\/www.producthunt.com\/@alice_zeng\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"alice_zeng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alice_zeng<\/a> and team! Love the product the vision.<\/p>\n<\/p>\n<p>Curious:<\/p>\n<ul>\n<li>\n<p>How do you differentiate vs. other comps like Clikq (also ugc) and Helena by Enrich Labs (ai cmo)?<\/p>\n<\/li>\n<li>\n<p>What\u2019s your creator pool? Do you \u2018own\u2019 them?<\/p>\n<\/li>\n<li>\n<p>Any findings from all the campaigns you have ran? What budget works best? What category \/ sector should run ugc more?<\/p>\n<\/li>\n<\/ul>\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>What metrics does the AI use to determine if an influencer is a good fit for a campaign?<\/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\">The self-learning part is interesting. Does Aria actually get better at picking influencers over time based on your past campaigns, or is it more like it uses general data from all users?<\/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>“self-learning” is doing a lot of work here – learning on what signal? influencer performance attribution is notoriously hard. curious how you handle that before the system learns anything useful.<\/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>Was Aria primarily trained on e-commerce\/DTC brands, or does she perform equally well for longer sales cycles like high-ticket B2B and finance?<\/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>Happy launch! <\/p>\n<\/p>\n<p>The self-learning system sounds like the holy grail for this. How does it weigh different conversion events when it’s optimizing?<\/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>Very interesting idea – but it seemingly locks out the people that would be most interested in this product (new small businesses). Any thoughts on putting in a trial or smaller starter budget?<\/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>Hey, congrats on the launch! Does it improve over time based on past campaigns?<\/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>Would love to hear more about case studies showing how this can improve influencer marketing outcomes.<\/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>So instead of just finding influencers, this actually helps figure out what campaign to run? That\u2019s interesting.<\/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>As a marketer, influencer marketing is a crucial part for our growth. I’m really excited to see products like this emerging and looking forward to the brand new AI powered influencer campaigns.<\/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>Any plan to support Facebook influencers?<\/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\">I do really want to know how to control campaign budget in 1000 usd. I think flato.ai need influcio<\/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>Congrats! Looks super cool \u2013 how can I try it rn? <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eb78895d-daf3-4791-a63c-6d1d1f87fc87.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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! How can Influco obtain data forinfluencers’ insights?<\/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>Hey Product Hunt <\/p>\n<p>I\u2019m the UI\/UX designer behind Influcio, responsible for shaping the experience of our AI CMO, Aria.<\/p>\n<p>Instead of overwhelming users with tools, Aria takes your budget, product, and goals and turns them into a clear, actionable campaign plan \u2014 from platform strategy to creator matching and budget allocation.<\/p>\n<p>Our focus was on designing her as a thinking partner, not just another AI interface, so complex decisions feel simple and usable.<\/p>\n<p>Would love your thoughts \u2014 and your support means a lot 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<div class=\"comment-item\">\n<div class=\"comment-content\">Interesting product, self learning for marketing agent.<\/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<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Can I adjust influencer selection based on specific campaign goals, or is it set by default?<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\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>Most interesting launch of the day for sure! Btw what\u2019s one counterintuitive insight aria has learned that goes against traditional influencer marketing advice?<\/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 integration of performance data and AI optimization sounds like a big step forward in influencer marketing. Can\u2019t wait to see the results!<\/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\/MXL7VB5VLJTDEB\" class=\"app-title\">Panorama<\/a><\/p>\n<div class=\"one-liner\">AI that finds your team\u2019s workflows and hidden structures<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">300<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Panorama\u662f\u4e00\u6b3e\u901a\u8fc7AI\u5206\u6790\u56e2\u961f\u5de5\u4f5c\u6570\u636e\uff0c\u81ea\u52a8\u53d1\u73b0\u91cd\u590d\u6027\u5de5\u4f5c\u6d41\u5e76\u63a8\u8350\u81ea\u52a8\u5316\u65b9\u6848\u7684\u5e73\u53f0\uff0c\u65e8\u5728\u5e2e\u52a9\u56e2\u961f\u51cf\u5c11\u201c\u80f6\u6c34\u5de5\u4f5c\u201d\uff0c\u63d0\u5347\u6838\u5fc3\u5de5\u4f5c\u6295\u5165\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\/806110b8-6022-4868-b368-f711e13b70f1.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\/7c80281f-7359-4516-8d02-c1e20c10a63a.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\/d36d542f-000b-4963-ac8a-ee6841d6608b.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\/a81ef720-25fd-48e7-9663-5af73fb60ab4.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\/e14fe205-8cc2-4634-adee-69a73fe0e3a0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=SaRIaTFOwLM\"><source src=\"https:\/\/www.youtube.com\/watch?v=SaRIaTFOwLM\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u529e\u516c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u6316\u6398<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\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\u80af\u5b9a\u5176\u201c\u4e3b\u52a8\u53d1\u73b0\u201d\u81ea\u52a8\u5316\u9700\u6c42\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5e76\u5173\u6ce8\u6570\u636e\u9700\u6c42\u5468\u671f\u3001\u9690\u79c1\u5b89\u5168\u3001\u5ba1\u6279\u673a\u5236\u7b49\u5b9e\u65bd\u7ec6\u8282\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u589e\u5f3a\u4ea7\u54c1\u6f14\u793a\u900f\u660e\u5ea6\u3001\u660e\u786e\u7ba1\u7406\u8005\u4e0e\u4e2a\u4eba\u7684\u6570\u636e\u6d1e\u5bdf\u6743\u9650\u3001\u4ee5\u53ca\u62d3\u5c55\u96c6\u6210\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 Panorama\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u5de7\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u5b83\u4e0d\u63d0\u4f9b\u53c8\u4e00\u4e2a\u81ea\u52a8\u5316\u6784\u5efa\u5668\uff0c\u800c\u662f\u552e\u5356\u201c\u81ea\u52a8\u5316\u53d1\u73b0\u201d\u80fd\u529b\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6267\u884c\u5c42\u9762\u7684\u81ea\u52a8\u5316\uff08\u8fd9\u662fZapier\u7b49\u6210\u719f\u5de5\u5177\u7684\u9886\u57df\uff09\uff0c\u800c\u5728\u4e8e\u8bca\u65ad\u5c42\u9762\u7684\u201c\u5de5\u4f5c\u6d41\u900f\u89c6\u201d\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u4e00\u4e2a\u6839\u672c\u6027\u7ec4\u7ec7\u56f0\u5883\uff1a\u968f\u7740\u56e2\u961f\u89c4\u6a21\u6269\u5f20\uff0c\u7528\u4e8e\u534f\u8c03\u3001\u6c47\u62a5\u3001\u8854\u63a5\u7684\u201c\u80f6\u6c34\u5de5\u4f5c\u201d\u4f1a\u6307\u6570\u7ea7\u589e\u957f\uff0c\u800c\u56e2\u961f\u6210\u5458\u6df1\u9677\u5176\u4e2d\uff0c\u751a\u81f3\u65e0\u6cd5\u7cfb\u7edf\u6027\u5730\u8bc6\u522b\u54ea\u4e9b\u662f\u503c\u5f97\u4e14\u80fd\u591f\u81ea\u52a8\u5316\u7684\u91cd\u590d\u52b3\u52a8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u4f46\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5206\u6790\u6d1e\u5bdf\u7684\u51c6\u786e\u6027\u4e0e\u6df1\u5ea6\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u5df2\u80fd\u8bc6\u522b\u201c\u5468\u62a5\u8d77\u8349\u201d\u3001\u201c\u4f1a\u8bae\u4efb\u52a1\u8f6c\u7968\u52a1\u201d\u7b49\u660e\u9762\u6a21\u5f0f\uff0c\u751a\u81f3\u8bd5\u56fe\u89e6\u53ca\u201c\u56e2\u961f\u5026\u6020\u611f\u201d\u7b49\u9690\u6027\u7ed3\u6784\uff0c\u8fd9\u5c55\u793a\u4e86\u5176\u91ce\u5fc3\uff0c\u4f46\u4e5f\u5c06\u81ea\u8eab\u63a8\u5165\u4e86\u7ec4\u7ec7\u884c\u4e3a\u5206\u6790\u7684\u6df1\u6c34\u533a\u3002\u6b64\u7c7b\u654f\u611f\u6d1e\u5bdf\u82e5\u5904\u7406\u4e0d\u5f53\uff0c\u6781\u6613\u5f15\u53d1\u5458\u5de5\u5bf9\u76d1\u63a7\u7684\u62b5\u89e6\u4e0e\u9690\u79c1\u5fe7\u8651\u3002\u56e2\u961f\u5173\u4e8e\u6570\u636e\u52a0\u5bc6\u3001\u4e34\u65f6\u5b58\u50a8\u53ca\u672a\u6765\u4e13\u7528\u6a21\u578b\u8bad\u7ec3\u7684\u56de\u5e94\uff0c\u6b63\u662f\u5bf9\u6b64\u8fb9\u754c\u7684\u8c28\u614e\u8bd5\u63a2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u6210\u529f\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u6b63\u5411\u5faa\u73af\uff1a\u9700\u8981\u8db3\u591f\u591a\u7684\u9ad8\u4ef7\u503c\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u4ee5\u4ea7\u51fa\u8db3\u591f\u7cbe\u51c6\u7684\u63a8\u8350\u6765\u5438\u5f15\u7528\u6237\u6301\u7eed\u4f7f\u7528\u5e76\u63d0\u4f9b\u66f4\u591a\u6570\u636e\u3002\u8bc4\u8bba\u4e2d\u201c\u4e24\u5468\u6570\u636e\u89c1\u6548\u201d\u7684\u56de\u5e94\u662f\u5173\u952e\uff0c\u5b83\u8bbe\u5b9a\u4e86\u7528\u6237\u7684\u4ef7\u503c\u671f\u5f85\u7a97\u53e3\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u5de5\u4f5c\u6d41\u672c\u5c31\u677e\u6563\u6216\u4e0d\u89c4\u8303\u7684\u5c0f\u56e2\u961f\uff0c\u5176\u521d\u59cb\u4ef7\u503c\u4ea4\u4ed8\u53ef\u80fd\u9762\u4e34\u6311\u6218\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cPanorama\u662f\u4e00\u6b3e\u201c\u5143\u7ba1\u7406\u5de5\u5177\u201d\u3002\u5b83\u4e0d\u4ec5\u4ec5\u4f18\u5316\u5177\u4f53\u4efb\u52a1\uff0c\u66f4\u65e8\u5728\u4f18\u5316\u201c\u5de5\u4f5c\u6d41\u7684\u4f18\u5316\u8fc7\u7a0b\u201d\u672c\u8eab\u3002\u5982\u679c\u5b83\u80fd\u6210\u529f\u5efa\u7acb\u4fe1\u4efb\uff0c\u8de8\u8d8a\u6570\u636e\u9690\u79c1\u4e0e\u6d1e\u5bdf\u5b9e\u7528\u6027\u7684\u9e3f\u6c9f\uff0c\u5b83\u6709\u671b\u4ece\u4e00\u6b3e\u6548\u7387\u5de5\u5177\uff0c\u6f14\u8fdb\u4e3a\u7ec4\u7ec7\u5185\u90e8\u5de5\u4f5c\u6a21\u5f0f\u8fdb\u5316\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002\u5176\u771f\u6b63\u7684\u7ade\u4e89\u5bf9\u624b\u5e76\u975e\u5176\u4ed6\u81ea\u52a8\u5316\u5e73\u53f0\uff0c\u800c\u662f\u56e2\u961f\u56fa\u6709\u7684\u3001\u96be\u4ee5\u81ea\u6211\u89c9\u5bdf\u7684\u5de5\u4f5c\u60ef\u6027\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\">Panorama<\/span>\n <\/div>\n<div class=\"comment-content\">Panorama analyzes your workplace data to recommend hidden structures and AI workflows your team can run together. Nobody has time to sit down, look at everything their team does, and figure out which parts a computer could handle. Panorama does that for you. It watches how your team works, finds the parts that are always the same, and says \u201cI\u2019ll do that from now on.\u201d<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! I\u2019m Jackie, co-founder of <strong>Panorama<\/strong>.<\/p>\n<p>As a scientist and first employee at Lila Sciences I witnessed something strange \u2014 along our trajectory from 1 employee to 100 there was always the same problem. Instead of spending 100% of time doing the work that propels the company forward, more and more time was spent constructing glue between teams, preparing for meetings, filling in forms. <\/p>\n<p>At twitter, Lyft, CashApp, and Google, my co-founder Jingwei saw the same thing even on the best teams.<\/p>\n<p><strong>Panorama is built to free humans from this burden<\/strong>, by leveraging work data, surfacing hidden structures, and recommending personalized, collaborative flows.<\/p>\n<ul>\n<li>\n<p>It sees you fill out the same notion document every Friday, and offers to provide a draft.<\/p>\n<\/li>\n<li>\n<p>It notices your team planning doc gets turned into linear tickets, and steps in to do it automatically.<\/p>\n<\/li>\n<li>\n<p>It notices subtle things you\u2019ve been looking for answers to but don\u2019t have time for \u2014 counting how many times the team is distracted, noticing who is burnt out and who can take on more.<\/p>\n<\/li>\n<\/ul>\n<p>Try <a href=\"http:\/\/compose.withpanorama.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">compose.withpanorama.com<\/a> for free, and start running automations recommended just for you!<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/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\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> Congrats on the launch Panorama! <\/p>\n<p> The idea of automating repetitive workplace tasks using your own data to create more space for creative work sounds really valuable.<\/p>\n<\/p>\n<p>What stood out to me is that the homepage leans heavily into the vision and benefits, but it\u2019s not immediately clear how the actual automation works or what the output looks like in practice.<\/p>\n<\/p>\n<p>I\u2019m really curious how you\u2019re thinking about letting new users quickly see or experience the AI in action early on would love to hear your approach.<\/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\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> For a small remote team grinding on content workflows, what’s one “hidden structure” insight it’s surfaced that blew your mind during 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> Noticing “who is burnt out and who can take on more” from work data sounds useful on paper, but who has access to those insights; managers only, or can leadership see individual burnout signals across teams without the person knowing?<\/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>\ud83d\udc4b try <a href=\"http:\/\/compose.withpanorama.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">compose.withpanorama.com<\/a> for free, our team will be online to debug and support issues!<\/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>Been following Panorama’s journey since the early days! So pumped to see it launch and helping every team automate the right things. Huge congrats to Jingwei and the team!! <\/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\/@rishi_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rishi_builder<\/a> \ud83d\ude42 thanks for supporting us all this 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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rishi_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rishi_builder<\/a> thank you for your support Rushi, let’s catch up!<\/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\/@rishi_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rishi_builder<\/a> Love this, thanks for being an early supporter!<\/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>Most automation tools assume you already know what needs automating, which is half the problem. We’re a small team using Slack, Notion, Google Workspace, and a bunch of other tools, and I’m sure there are workflows we repeat every week without realizing they could be automated. Having AI analyze the actual patterns and recommend automations instead of building them from scratch is a much better starting point. How much data does it need before the recommendations become useful? Like does it need weeks of history or can it find patterns pretty quickly?<\/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\/@ben_gend\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ben_gend<\/a> Hi Ben, great question! We’ve seen that 2 weeks of historical data gives the best results. But depending on the activity volume in your tools, that can vary a lot. For example, if your team is actively communicating on Slack, even 1 day of data can help uncover some hidden team communication patterns or improvements.<\/p>\n<p>“Most automation tools assume you already know what needs automating, which is half the problem”<br \/>100%. That was something we noticed with many of our early users as well.<\/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 are common patterns you’ve seen in terms of workflows teams find themselves getting stuck in that are able to be automated? What do the ideal solutions generally look like?<\/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\/@zacharyziegler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zacharyziegler<\/a> Hi Zack \ud83d\ude42 We’re working now on expanding the system to better cover team use cases not just individual, so I’m really excited to see what interesting automations pop out. <\/p>\n<p>A few we’ve seen that we’re excited to support are scheduling meetings for large groups with complicated calendars (for example the automation would be “find all the people in a slack thread, cross-reference their calendars to find an open slot, then send an invite”), and taking meeting notes and turning them into tasks, and tracking the tasks as they get finished (this one might be “take the granola notes from our meeting, and post a message in the #eng channel of slack with a list of action items tagging the assignees. If they thumbs up, turn it into a ticket. If they thumbs down or don’t reply, ask for clarification”). <\/p>\n<p>We can do the first one already, the second one the system can’t tackle yet but we’re excited to continue building toward 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been using this and it seriously 10x our efficiency.<\/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\/@yujian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yujian<\/a> Thanks for 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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yujian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yujian<\/a> \ud83d\ude4c\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>discovery is the easy part – who prioritizes which workflows to actually run? curious if there’s a scoring layer or if that’s left to the team.<\/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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> Thanks for the great question!<\/p>\n<p>Right now every team member gets access to their own personalized recommendations and insights (though evaluated on a team context). The nice thing is, by analyzing each person’s individual activities, Panorama does a good job of identifying what’s important to you (are you an IC who wants to optimize their processes and needs to see what are your blockers, or a manager who wants better visibility into the team and projects?). So recommendations are already prioritized according to your own needs.<\/p>\n<p>We are looking at a layer where team managers get special team wide insights and recommendations that can help improve the team’s efficiency as a whole, and not just their own. <\/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! What sort of features have you planned on the roadmap <a href=\"https:\/\/www.producthunt.com\/@jingweihao\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jingweihao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jingweihao<\/a> & <a href=\"https:\/\/www.producthunt.com\/@jaclyn_lunger\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/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\/@jingweihao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jingweihao<\/a> <a href=\"https:\/\/www.producthunt.com\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> <a href=\"https:\/\/www.producthunt.com\/@larkef\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@larkef<\/a> <\/p>\n<p>Thank you Jord! Chiming in on behalf of the team here, there’s plenty planned out for ahead, but would love to hear what you would like to see \ud83d\ude42<\/p>\n<p>(sneak peak includes surfacing team-wide hidden structures and adding integrations we know our current users have been asking for – LinkedIn, Salesforce etc.)<\/p>\n<p>You can also follow our journey through our bi-weekly updates at <a href=\"https:\/\/withpanorama.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/withpanorama.com\/<\/a> (top right corner) !<\/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>Coolest launch of the day fs! What surprised you the most when observing how teams actually work vs how they think they work?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Thanks for the kind words! Gonna chime in for the team here and say I love it when it calls out moments to reflect on our communication style. For example, I thought I was doing a good job with async communication by posting lots of details in slack, but Panorama pointed out to me that the fact that most teammates responded with follow-up clarification suggests that posts were too long for them to digest and they might benefit from a TLDR.<\/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\">Hey Jackie, that trajectory from 1 to 100 employees and watching more and more time get eaten by glue work instead of real work is such a common pattern. Was there a specific week where you looked at your calendar or your to-do list and realized you\u2019d spent most of it just preparing for things instead of actually doing them?<\/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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> I never quite got to most of my time being preparing instead of doing (maybe that happens at 200 employees)? Was definitely ramping though. To give an example, there were 3 different “updates” I had to fill out every Friday, they all had the same information just for a slightly different audience. And a 2 hour meeting on Monday where everyone has to give an update on their tickets. <\/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>This sounds very helpful! Curious how this works for companies with strict privacy regulations. Does Panorama store the workflow data it collects for training, or is it processed and discarded?<\/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\/@olga_kargopolova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olga_kargopolova<\/a> good point, we hear this worry a lot especially around slack data. We encrypt the embeddings of the data, it means we aren\u2019t able to read it, and storage is only temporary and gets deleted. The longer term plan is to train specialized models so we don\u2019t send user\u2019s data to big labs.<\/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 launch! <\/p>\n<\/p>\n<p>I like the idea of outsourcing the analysis part. When Panorama suggests an AI workflow, is there a human approval step before it “takes over” the task?<\/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\/@krutytskyi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krutytskyi<\/a> great question, yes! Panorama recommends automations to you, it doesn’t turn them on without your approval. We also learned users want to be able to “preview” results of automations before actually running them, so it can do that 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<div class=\"comment-item\">\n<div class=\"comment-content\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/23b7ea56-f7e7-4b77-b944-75b0a197e9e6.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Here\u2019s me being amused by Panorama telling me I only review code when feeling extra guilty<\/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\/@jaclyn_lunger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaclyn_lunger<\/a> now i know how to get you do do more code reviews lol<\/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 great project! Does it support local models as well? <\/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\/@melvinmorina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@melvinmorina<\/a> you mean bringing your own model? <\/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\">@jingweihao yeah for example. but I just mean local models specifically, just for data purposes<\/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\/VEQ4W55QX5CCSE\" class=\"app-title\">Tiny Aya<\/a><\/p>\n<div class=\"one-liner\">Local, open-weight AI designed for real-world languages<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">193<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Tiny Aya\u662f\u4e00\u6b3e\u4e13\u4e3a\u672c\u5730\u8bbe\u5907\u8bbe\u8ba1\u7684\u8f7b\u91cf\u7ea7\u5f00\u6e90\u591a\u8bed\u8a00AI\u6a21\u578b\uff0c\u901a\u8fc7\u5728\u624b\u673a\u3001\u6559\u5ba4\u548c\u793e\u533a\u5b9e\u9a8c\u5ba4\u7b49\u79bb\u7ebf\u6216\u4f4e\u8fde\u63a5\u6027\u73af\u5883\u4e2d\u8fd0\u884c\uff0c\u89e3\u51b3\u4e86\u5168\u7403\u4f17\u591a\u8bed\u8a00\u793e\u533a\u56e0\u7f3a\u4e4f\u4e91\u7aef\u57fa\u7840\u8bbe\u65bd\u800c\u65e0\u6cd5\u83b7\u5f97\u9ad8\u8d28\u91cfAI\u670d\u52a1\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\/fe69e56f-a417-4a0f-b303-133177ebcf7a.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\/6b0ba0b2-5814-4491-8b9b-61c8e7a043dc.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\/157cbc45-e78e-470b-9d72-e8a1416ac3f8.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\/7400b04b-2d1d-4285-aba1-5a72cd761801.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\/4df9158e-67b7-40db-83cc-ddecbd19915a.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\/1cbdec30-9e2f-4f5f-9b67-6a5d1346bc8e.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\/83794ffe-b061-428e-bf2f-1ddf9f85dff6.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\">Open Source<\/span><br \/>\n <span class=\"tag\">Education<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8f7b\u91cf\u7ea7AI\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00AI<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u533a\u57df\u4e13\u4e1a\u5316<\/span><br \/>\n <span class=\"tag\">\u8fb9\u7f18\u8ba1\u7b97<\/span><br \/>\n <span class=\"tag\">\u8bed\u8a00\u8986\u76d6<\/span><br \/>\n <span class=\"tag\">\u53ef\u8bbf\u95ee\u6027<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u5b9e\u9a8c\u5ba4<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\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\u533a\u57df\u4e13\u4e1a\u5316\u67b6\u6784\u548c\u5bf9\u670d\u52a1\u4e0d\u8db3\u5730\u533a\u7684\u5173\u6ce8\uff0c\u8ba4\u4e3a\u8fd9\u662f\u66f4\u667a\u80fd\u3001\u66f4\u6709\u610f\u4e49\u7684\u65b9\u5411\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a1. \u5b9e\u9645\u4f4e\u8fde\u63a5\u6027\u73af\u5883\u90e8\u7f72\u6848\u4f8b\u4e0e\u6548\u679c\uff1b2. \u6a21\u578b\u5982\u4f55\u5904\u7406\u8de8\u533a\u57df\u8bed\u8a00\u7684\u4ee3\u7801\u5207\u6362\uff1b3. \u5bf9\u7279\u5b9a\u8bed\u8a00\uff08\u5982\u5e0c\u4f2f\u6765\u8bed\uff09\u7684\u6027\u80fd\u8868\u73b0\uff1b4. 3.35B\u53c2\u6570\u89c4\u6a21\u662f\u5426\u652f\u6301\u6709\u6548\u7684\u9886\u57df\u5fae\u8c03\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 Tiny Aya\u7684\u51fa\u73b0\uff0c\u4e0e\u5176\u8bf4\u662f\u6280\u672f\u53c2\u6570\u7684\u7a81\u7834\uff0c\u4e0d\u5982\u8bf4\u662fAI\u6c11\u4e3b\u5316\u8def\u7ebf\u7684\u4e00\u6b21\u52a1\u5b9e\u6821\u51c6\u3002\u5b83\u5c16\u9510\u5730\u6307\u5411\u4e86\u5f53\u524d\u5927\u6a21\u578b\u7ade\u8d5b\u4e2d\u7684\u4e00\u4e2a\u76f2\u533a\uff1a\u5bf9\u201c\u5168\u7403\u8986\u76d6\u201d\u7684\u8ff7\u604b\u5f80\u5f80\u4ee5\u727a\u7272\u6df1\u5ea6\u548c\u6587\u5316\u7ec6\u5fae\u5dee\u522b\u4e3a\u4ee3\u4ef7\uff0c\u5c24\u5176\u662f\u5bf9\u975e\u4e3b\u6d41\u8bed\u8a00\u533a\u3002Cohere Labs\u5c0670\u591a\u79cd\u8bed\u8a00\u6309\u5730\u57df\u5212\u5206\u4e3a\u201c\u5730\u7403\u201d\u3001\u201c\u706b\u201d\u3001\u201c\u6c34\u201d\u4e09\u4e2a\u5b50\u6a21\u578b\uff0c\u8fd9\u79cd\u67b6\u6784\u9009\u62e9\u662f\u4e00\u79cd\u627f\u8ba4\u8bed\u8a00\u4e0d\u5e73\u7b49\u73b0\u5b9e\u7684\u653f\u6cbb\u6027\u6280\u672f\u51b3\u7b56\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u7528\u201c\u533a\u57df\u4e13\u5bb6\u201d\u8054\u76df\uff0c\u66ff\u4ee3\u4e00\u4e2a\u529b\u4e0d\u4ece\u5fc3\u7684\u201c\u5168\u7403\u901a\u624d\u201d\uff0c\u5728\u6709\u9650\u7684\u53c2\u6570\u91cf\u4e0b\u4f18\u5148\u4fdd\u8bc1\u7279\u5b9a\u8bed\u8a00\u7fa4\u7684\u53ef\u7528\u6027\uff0c\u800c\u975e\u6240\u6709\u8bed\u8a00\u7684\u5e73\u5eb8\u8868\u73b0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u6f5c\u529b\u5728\u4e8e\u201c\u672c\u5730\u5316\u201d\u7684\u5f7b\u5e95\u6027\u2014\u2014\u4ece\u6a21\u578b\u8bbe\u8ba1\u5230\u90e8\u7f72\u73af\u5883\u3002\u5c06AI\u4ece\u4e91\u7aef\u795e\u575b\u62c9\u5165\u6559\u5ba4\u3001\u793e\u533a\u5b9e\u9a8c\u5ba4\u548c\u666e\u901a\u624b\u673a\uff0c\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u4f18\u5316\uff0c\u66f4\u662f\u6743\u529b\u7ed3\u6784\u7684\u8f6c\u79fb\u3002\u5b83\u8ba9AI\u670d\u52a1\u7684\u63a7\u5236\u6743\u548c\u53ef\u7528\u6027\u56de\u5f52\u672c\u5730\u793e\u533a\uff0c\u5c24\u5176\u5bf9\u4e8e\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\u8584\u5f31\u6216\u6570\u636e\u4e3b\u6743\u654f\u611f\u7684\u5730\u533a\uff0c\u63d0\u4f9b\u4e86\u53e6\u4e00\u79cd\u53ef\u80fd\u6027\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u8d28\u7591\u540c\u6837\u6df1\u523b\uff1a3.35B\u7684\u201c\u5c0f\u4f53\u578b\u201d\u5728\u5e94\u5bf9\u590d\u6742\u4efb\u52a1\u548c\u9886\u57df\u9002\u914d\u65f6\u662f\u5426\u8db3\u591f\uff1f\u4eba\u4e3a\u5212\u5206\u7684\u533a\u57df\u6a21\u578b\u5982\u4f55\u5e94\u5bf9\u73b0\u5b9e\u4e2d\u9ad8\u5ea6\u6d41\u52a8\u3001\u6df7\u6742\u7684\u8bed\u8a00\u4f7f\u7528\u573a\u666f\uff1f\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u201c\u4e13\u7cbe\u201d\u4e0e\u201c\u6cdb\u5316\u201d\u3001\u201c\u6548\u7387\u201d\u4e0e\u201c\u5305\u5bb9\u6027\u201d\u4e4b\u95f4\u8d70\u94a2\u4e1d\u3002Tiny Aya\u7684\u4ef7\u503c\uff0c\u4e0d\u5728\u4e8e\u5b83\u5f53\u4e0b\u80fd\u5b8c\u7f8e\u56de\u7b54\u6240\u6709\u95ee\u9898\uff0c\u800c\u5728\u4e8e\u5b83\u52c7\u6562\u5730\u63d0\u51fa\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u5ffd\u89c6\u7684\u95ee\u9898\uff0c\u5e76\u4e3aAI\u7684\u5305\u5bb9\u6027\u672a\u6765\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u8fed\u4ee3\u3001\u53ef\u9a8c\u8bc1\u7684\u5de5\u7a0b\u6837\u672c\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u771f\u5b9e\u7684\u3001\u5608\u6742\u7684\u5168\u7403\u5357\u90e8\u793e\u533a\u4e2d\u624e\u6839\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u8bba\u6587\u4e0a\u7684\u57fa\u51c6\u5206\u6570\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\">Tiny Aya<\/span>\n <\/div>\n<div class=\"comment-content\">Tiny Aya is Cohere Labs”s 3.35B open-weight multilingual model family built for local use. It covers 70+ languages, goes deeper on underserved regions instead of shallow global coverage, and is small enough for phones, classrooms, and community labs.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>What stands out about Tiny Aya is that <a href=\"https:\/\/www.producthunt.com\/products\/cohere-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"cohere-2\" target=\"_blank\" rel=\"noopener\">@Cohere<\/a> did not treat multilingual AI as one flat problem.<\/p>\n<p>Instead of forcing 70+ languages into one generic model, they built a <a href=\"https:\/\/huggingface.co\/collections\/CohereLabs\/tiny-aya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">3.35B family<\/a> with regional specialization: <a href=\"https:\/\/huggingface.co\/CohereLabs\/tiny-aya-earth\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Earth<\/strong><\/a> for Africa and West Asia, <a href=\"https:\/\/huggingface.co\/CohereLabs\/tiny-aya-fire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Fire<\/strong><\/a> for South Asia, and <a href=\"https:\/\/huggingface.co\/CohereLabs\/tiny-aya-water\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Water<\/strong><\/a> for Asia-Pacific and Europe. That is a much smarter way to get stronger linguistic grounding and cultural nuance while still keeping the model small enough for local deployment.<\/p>\n<p>Tiny Aya is built to run where people actually are: on local devices, in classrooms, in community labs, and in places where large-scale cloud infrastructure is not a given.<\/p>\n<p>That is a pretty meaningful direction for multilingual AI.<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> great work<\/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> Have you seen early wins from devs deploying Tiny Aya offline in low-connectivity spots like classrooms or villages?<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> Regional specialization across three sub-models is a smart architectural bet, but how does the system handle users who code-switch between languages across different regional families mid-conversation, which is extremely common in multilingual communities?<\/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 a big deal for accessibility. The focus on underserved regions instead of just adding more European languages is the right call – there’s a massive gap there. How does Tiny Aya perform on Hebrew specifically? And is it practical to fine-tune on domain-specific data at this size, or is 3.35B too small for meaningful customization?<\/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>local multilingual at 3.35B is interesting – have you benchmarked against the usual monolingual fine-tune approach? curious if regional specialization actually outperforms at task level.<\/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<\/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\/WJBALPSG6RFTY3\" class=\"app-title\">Shotwell<\/a><\/p>\n<div class=\"one-liner\">The screenshot editor for iPhone.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">184<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Shotwell\u662f\u4e00\u6b3e\u539f\u751fiPhone\u5e94\u7528\uff0c\u8ba9\u5f00\u53d1\u8005\u3001\u8bbe\u8ba1\u5e08\u548c\u72ec\u7acb\u521b\u4f5c\u8005\u80fd\u5728\u624b\u673a\u4e0a\u76f4\u63a5\u4e3a\u622a\u56fe\u6dfb\u52a0\u8bbe\u5907\u8fb9\u6846\u3001\u80cc\u666f\u548c\u9634\u5f71\uff0c\u89e3\u51b3\u4e86\u9700\u8de8\u8bbe\u5907\u4f7f\u7528\u4e13\u4e1a\u5de5\u5177\u8fdb\u884c\u622a\u56fe\u7f8e\u5316\u7684\u7e41\u7410\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\/0a33b0d0-3648-4eb6-98a3-e5ee8eb2066e.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\/7393364d-fde6-4624-ad72-39905db2bea1.webp?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\/8f763770-5581-4b03-bb53-1b07aceab7c6.webp?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\/65e2ae28-cb05-403a-89c8-081dd0d95322.webp?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\/270a3cd2-cb1a-4d1d-b3a0-44f7512229d5.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Apple<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u7f8e\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u7aef\u539f\u751f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8bbe\u5907\u6a21\u62df\u6846<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6f14\u793a<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/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\u201c\u539f\u751f\u3001\u5728\u8bbe\u5907\u7aef\u5b8c\u6210\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u6d88\u9664\u4e86\u8de8\u8bbe\u5907\u7f16\u8f91\u7684\u6469\u64e6\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u662f\u5426\u652f\u6301\u5b89\u5353\u3001\u957f\u622a\u56fe\u3001\u5c4f\u5e55\u5f55\u5236\uff1b\u80fd\u5426\u81ea\u5b9a\u4e49\u80cc\u666f\/\u8fb9\u6846\u53ca\u4fdd\u5b58\u9884\u8bbe\uff1b\u5bf9\u65b0iPhone\u673a\u578b\uff08\u5982\u7075\u52a8\u5c9b\uff09\u7684\u9002\u914d\u901f\u5ea6\uff1b\u4ee5\u53ca\u662f\u5426\u652f\u6301\u8001\u65e7\u6216\u5c0f\u4f17\u8bbe\u5907\u578b\u53f7\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 Shotwell\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u771f\u5b9e\u7684\u751f\u4ea7\u529b\u7f1d\u9699\uff1a\u5c06\u201c\u622a\u56fe\u7f8e\u5316\u201d\u8fd9\u4e00\u9ad8\u9891\u3001\u8f7b\u91cf\u7684\u9700\u6c42\uff0c\u4ece\u81c3\u80bf\u7684\u684c\u9762\u8bbe\u8ba1\u8f6f\u4ef6\u6216\u590d\u6742\u7684\u4e91\u7aef\u5de5\u5177\u94fe\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u56de\u5f52\u5230\u8bbe\u5907\u672c\u8eab\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u4e0d\u5728\u4e8e\u529f\u80fd\u521b\u65b0\uff08\u6dfb\u52a0\u8fb9\u6846\u548c\u9634\u5f71\u5b9e\u5c5e\u5e38\u89c1\uff09\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u5de5\u4f5c\u6d41\u201d\u7684\u6781\u81f4\u538b\u7f29\u548c\u573a\u666f\u91cd\u6784\u3002\u5b83\u7cbe\u51c6\u72d9\u51fb\u4e86\u4e13\u4e1a\u4eba\u7fa4\uff08\u5f00\u53d1\u8005\u3001\u8bbe\u8ba1\u5e08\uff09\u5728\u5206\u4eab\u4f5c\u54c1\u65f6\uff0c\u90a3\u79cd\u201c\u4e3a\u4e86\u4e00\u5f20\u56fe\uff0c\u542f\u52a8Figma\/Photoshop\u201d\u7684\u4eea\u5f0f\u611f\u4e0e\u5197\u4f59\u64cd\u4f5c\uff0c\u5c06\u4e4b\u7b80\u5316\u4e3a\u624b\u673a\u4e0a\u7684\u201c\u5bfc\u5165-\u6837\u5f0f-\u5bfc\u51fa\u201d\u4e09\u6b65\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u7528\u6237\u6b22\u547c\u7684\u5e76\u975e\u70ab\u9177\u529f\u80fd\uff0c\u800c\u662f\u201c\u7ec8\u4e8e\u4e0d\u7528\u5728Mac\u548ciPhone\u95f4Airdrop\u4e86\u201d\u2014\u2014\u8fd9\u6070\u6070\u5370\u8bc1\u4e86\u5176\u4ef7\u503c\u672c\u8d28\u662f**\u6d41\u7a0b\u7a0e**\u7684\u6d88\u9664\u8005\u3002\u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u62a4\u57ce\u6cb3\u4e5f\u9762\u4e34\u62f7\u95ee\uff1a\u529f\u80fd\u76f8\u5bf9\u5355\u4e00\uff0c\u6613\u88ab\u5927\u578b\u8bbe\u8ba1\u5de5\u5177\uff08\u5982Canva\uff09\u4ee5\u201c\u79fb\u52a8\u7aef\u589e\u5f3a\u201d\u6216\u201c\u6a21\u677f\u5316\u201d\u65b9\u5f0f\u8986\u76d6\uff1b\u5176\u6838\u5fc3\u8d44\u4ea7\u201c\u8bbe\u5907\u5e27\u201d\u7684\u66f4\u65b0\u7ef4\u62a4\uff0c\u662f\u4e0e\u82f9\u679c\u53d1\u5e03\u8282\u594f\u7ed1\u5b9a\u7684\u82e6\u5f79\uff0c\u4e14\u7528\u6237\u5df2\u5f00\u59cb\u8981\u6c42\u652f\u6301\u8001\u65e7\u8bbe\u5907\u548c\u5b89\u5353\uff0c\u8fd9\u9884\u793a\u7740\u6a2a\u5411\u6269\u5c55\u7684\u6210\u672c\u538b\u529b\u3002\u6b64\u5916\uff0c\u201c\u4fdd\u5b58\u81ea\u5b9a\u4e49\u9884\u8bbe\u201d\u7b49\u547c\u58f0\uff0c\u8bf4\u660e\u7528\u6237\u89c6\u5176\u4e3a\u54c1\u724c\u5de5\u4f5c\u6d41\u7684\u4e00\u90e8\u5206\uff0c\u8fd9\u8981\u6c42\u4ea7\u54c1\u4ece\u201c\u4fbf\u6377\u5de5\u5177\u201d\u5411\u201c\u4e2a\u6027\u5316\u6548\u7387\u5e73\u53f0\u201d\u6f14\u8fdb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cShotwell\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u51cf\u6cd5\u201d\u4ea7\u54c1\uff0c\u5b83\u901a\u8fc7\u505a\u5c11\u3001\u505a\u4e13\u3001\u505a\u5feb\uff0c\u5728\u5de8\u5934\u65e0\u6687\u987e\u53ca\u7684\u5939\u7f1d\u4e2d\u63d0\u4f9b\u4e86\u4f18\u96c5\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f46\u5176\u957f\u671f\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5c06\u8fd9\u79cd\u8f7b\u91cf\u3001\u539f\u751f\u7684\u4f53\u9a8c\u4f18\u52bf\uff0c\u8f6c\u5316\u4e3a\u53ef\u6269\u5c55\u7684\u751f\u6001\u6216\u7528\u6237\u4e60\u60ef\u58c1\u5792\uff0c\u800c\u975e\u505c\u7559\u5728\u5355\u4e00\u529f\u80fd\u70b9\u7684\u4fbf\u5229\u4e0a\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\">Shotwell<\/span>\n <\/div>\n<div class=\"comment-content\">Shotwell adds device frames, backgrounds, and shadows to iPhone screenshots natively on your phone. For developers, designers, and indie makers who share work online.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Shotwell caught my eye because it solves a problem I didn’t realise was annoying me until I stopped doing it.<\/p>\n<\/p>\n<p>It’s a native iPhone app that adds device frames, backgrounds, shadows, and clean layouts to your screenshots directly on your phone.<\/p>\n<\/p>\n<p><strong>The gap it fills<\/strong>: polishing a screenshot for sharing usually means airdropping it to a Mac, opening a design tool, doing the framing, exporting, and sending it back. That round trip adds friction every single time.<\/p>\n<\/p>\n<p>Shotwell removes the round trip entirely. Import a screenshot, style it, export. That’s the whole loop, on device.<\/p>\n<\/p>\n<p><strong>What makes it different<\/strong> is that it’s built natively for iPhone, not a mobile wrapper around a web tool. The editing is focused and intentional, not a stripped-down version of something bigger.<\/p>\n<\/p>\n<p><strong>Key features<\/strong>:<\/p>\n<ul>\n<li>\n<p>Device frames for clean product presentation<\/p>\n<\/li>\n<li>\n<p>Background, shadow, and stroke controls<\/p>\n<\/li>\n<li>\n<p>Adjustable padding, roundness, and inset via the Tune menu<\/p>\n<\/li>\n<li>\n<p>Presets to save and reapply your preferred look<\/p>\n<\/li>\n<li>\n<p>Export, copy, or share in one action<\/p>\n<\/li>\n<\/ul>\n<p>Built for developers sharing app updates, designers documenting UI work, and indie makers who post screenshots regularly and want them to look intentional.<\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/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><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> What’s the most requested frame\/background combo you’ve seen from users so far, and any preset tweaks on the roadmap for super-niche devices like older iPhones?<\/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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> When new iPhone models release with different aspect ratios or notch designs, how quickly do the device frames update, and is that a manual submission process or does it ship automatically?<\/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’m currently working on my product launch and can use exactly this but for android.<\/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>Nice work! As a solo app founder, I need better screenshots constantly. The frame + shadow feature is exactly what I’ve been doing manually in Canva. Going to try this for my App Store screenshots.<\/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>Love the clean design! Will it support long screenshots?<\/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>native on-device is the right call – nobody wants to upload screenshots to a web tool. does it handle the dynamic island cutout automatically or is that manual?<\/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>This is exactly what I’ve been looking for \u2014 I’m about to launch my first iOS app and was dreading having to use a desktop tool just to make screenshots look presentable for the App Store and social.<\/p>\n<p>Does it support custom backgrounds or just presets?<\/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>The airdrop-to-Mac-to-Figma-to-export loop for polishing one screenshot is absurd and I’ve been doing it for years without questioning it. Having this directly on iPhone makes so much sense for quick app store screenshot updates or sharing progress on social. Do you support custom device frames or just the default iPhone ones?<\/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>This is super useful! Does it support screen recordings?<\/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 launch! <\/p>\n<\/p>\n<p>The defaults look super clean. Any thoughts on letting users save their own custom background\/shadow presets for a consistent brand look?<\/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>Hey, looks really nice! I am creating a device mockup tool myself and this is cool! Can you use a custom background?<\/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\/4W4Y3U3HB6U5XQ\" class=\"app-title\">Ember<\/a><\/p>\n<div class=\"one-liner\">Meal scan, macros & AI coach<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">154<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Ember\u662f\u4e00\u6b3e\u901a\u8fc7\u62cd\u7167\u6216\u63cf\u8ff0\u5373\u53ef\u5feb\u901f\u8bc6\u522b\u98df\u7269\u70ed\u91cf\u4e0e\u8425\u517b\u7d20\u7684AI\u8425\u517b\u6559\u7ec3\u5e94\u7528\uff0c\u5728\u996e\u98df\u8ffd\u8e2a\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u8bb0\u5f55\u65b9\u5f0f\u7e41\u7410\u3001\u8017\u65f6\u4e14\u96be\u4ee5\u575a\u6301\u7684\u7528\u6237\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\/c725d4db-d745-4927-bcc2-2530641e4214.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\/313bc426-9f70-41d7-8644-1136e9e5cc82.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\/fe4958e4-249a-4e5c-b378-23574395f679.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\/c2f6472b-7e4a-49bf-b29b-62b06503fba9.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\/1d2605a8-8f7a-45d0-8fae-2e7aa9fbcf62.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\/670f019d-6bfa-40b5-8689-5533e38ce84d.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Cooking<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u8425\u517b\u6559\u7ec3<\/span><br \/>\n <span class=\"tag\">\u996e\u98df\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u5b8f\u91cf\u8425\u517b\u7d20<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5efa\u8bae<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u65e0\u6469\u64e6\u8bb0\u5f55<\/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\u6613\u7528\u6027\u4e0eUI\u8bbe\u8ba1\uff0cAI\u8bc6\u522b\u591a\u8bed\u8a00\u98df\u7269\u540d\u79f0\u7684\u80fd\u529b\u83b7\u80af\u5b9a\u3002\u6838\u5fc3\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u80fd\u5426\u8bbe\u7f6e\u996e\u98df\u7981\u5fcc\u63d0\u9192\u3001AI\u5efa\u8bae\u662f\u5426\u8003\u8651\u7279\u5b9a\u5065\u5eb7\u72b6\u51b5\u3001\u63a8\u8350\u98df\u8c31\u9700\u591a\u5143\u5316\u3001\u4ed8\u8d39\u8bd5\u7528\u673a\u5236\u9700\u66f4\u6e05\u6670\uff0c\u4ee5\u53ca\u6570\u636e\u9690\u79c1\u5b89\u5168\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 Ember\u8bd5\u56fe\u7528\u201c\u62cd\u7167\u8bc6\u8425\u517b\u201d\u548c\u201cAI\u6559\u7ec3\u201d\u4e24\u5927\u5356\u70b9\uff0c\u5207\u5165\u5df2\u662f\u4e00\u7247\u7ea2\u6d77\u7684\u996e\u98df\u8ffd\u8e2a\u5e02\u573a\u3002\u5176\u5ba3\u79f0\u7684\u201c\u65e0\u6469\u64e6\u201d\u4f53\u9a8c\uff0c\u76f4\u51fb\u4f20\u7edf\u8bb0\u5f55\u5e94\u7528\u201c\u96be\u4ee5\u575a\u6301\u201d\u7684\u6838\u5fc3\u547d\u95e8\uff0c\u8fd9\u662f\u5176\u6700\u7280\u5229\u7684\u4ef7\u503c\u4e3b\u5f20\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u56fe\u50cf\u4e0e\u6587\u672c\u8bc6\u522b\u6280\u672f\uff08\u751a\u81f3\u652f\u6301\u97e9\u6587\uff09\u7684\u4fbf\u6377\u6027\u5f97\u5230\u4e86\u521d\u6b65\u9a8c\u8bc1\uff0c\u8fd9\u6784\u6210\u4e86\u4ea7\u54c1\u751f\u5b58\u7684\u57fa\u672c\u76d8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201cAI\u6559\u7ec3\u201d\u7684\u771f\u5b9e\u6df1\u5ea6\u4e0e\u4e2a\u6027\u5316\u7a0b\u5ea6\uff0c\u76ee\u524d\u753b\u4e0a\u4e86\u4e00\u4e2a\u5de8\u5927\u7684\u95ee\u53f7\u3002\u7528\u6237\u8bc4\u8bba\u5c16\u9510\u5730\u6307\u51fa\u4e86\u5173\u952e\u7f3a\u9677\uff1a\u5b83\u80fd\u5426\u5904\u7406\u50cfPCOS\uff08\u591a\u56ca\u5375\u5de2\u7efc\u5408\u5f81\uff09\u8fd9\u7c7b\u7279\u6b8a\u5065\u5eb7\u72b6\u51b5\uff1f\u5176\u5efa\u8bae\u662f\u57fa\u4e8e\u901a\u7528\u77e5\u8bc6\u5e93\uff0c\u8fd8\u662f\u80fd\u8fdb\u884c\u771f\u6b63\u7684\u4e2a\u6027\u5316\u63a8\u7406\uff1f\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u4ea7\u54c1\u662f\u505c\u7559\u5728\u201c\u667a\u80fd\u8bb0\u5f55\u672c\u201d\u5c42\u9762\uff0c\u8fd8\u662f\u80fd\u664b\u5347\u4e3a\u503c\u5f97\u4fe1\u8d56\u7684\u201c\u6570\u5b57\u8425\u517b\u5e08\u201d\u3002\u5f00\u53d1\u8005\u5728\u8bc4\u8bba\u4e2d\u56de\u5e94\u65b0\u589e\u201c\u996e\u98df\u9650\u5236\u201d\u529f\u80fd\u7684\u60f3\u6cd5\u201c\u5f88\u68d2\u201d\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5f53\u524d\u7248\u672c\u5728\u6b64\u7c7b\u6df1\u5ea6\u529f\u80fd\u4e0a\u7684\u7f3a\u5931\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u4e2a\u6f5c\u5728\u98ce\u9669\u5728\u4e8e\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u7528\u6237\u4fe1\u4efb\u7684\u5e73\u8861\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4ed8\u8d39\u8bd5\u7528\u8ba1\u5212\u7684\u6df7\u6dc6\u53ca\u5f00\u53d1\u8005\u5173\u4e8e\u6570\u636e\u5b89\u5168\u7684\u8865\u5145\u8bf4\u660e\uff0c\u63ed\u793a\u4e86\u65e9\u671f\u4ea7\u54c1\u5728\u6c9f\u901a\u900f\u660e\u5ea6\u548c\u9690\u79c1\u6784\u5efa\u4e0a\u7684\u7a1a\u5ae9\u3002\u5728\u5065\u5eb7\u6570\u636e\u9886\u57df\uff0c\u8fd9\u7edd\u975e\u5c0f\u4e8b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7efc\u4e0a\uff0cEmber\u5c55\u73b0\u4e86\u4e00\u4e2a\u6b63\u786e\u7684\u65b9\u5411\u2014\u2014\u964d\u4f4e\u8bb0\u5f55\u95e8\u69db\uff0c\u5e76\u8bd5\u56fe\u63d0\u4f9b\u95ed\u73af\u5efa\u8bae\u3002\u4f46\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u8fdc\u672a\u5efa\u6210\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u80fd\u5426\u8bc6\u522b\u4e00\u7897\u201cGalbitang\u201d\uff08\u97e9\u5f0f\u725b\u9aa8\u6c64\uff09\u7684\u70ed\u91cf\uff0c\u800c\u53d6\u51b3\u4e8e\u5176AI\u80fd\u5426\u7406\u89e3\u8fd9\u7897\u6c64\u5bf9\u4e00\u4f4d\u6709\u80f0\u5c9b\u7d20\u62b5\u6297\u7684\u7528\u6237\u610f\u5473\u7740\u4ec0\u4e48\uff0c\u5e76\u7ed9\u51fa\u8d85\u8d8a\u901a\u7528\u767e\u79d1\u7684\u667a\u6167\u3002\u76ee\u524d\uff0c\u5b83\u53ea\u662f\u62c6\u6389\u4e86\u8bb0\u5f55\u8fd9\u5835\u201c\u5899\u201d\u7684\u7b2c\u4e00\u5757\u7816\uff0c\u540e\u9762\u66f4\u590d\u6742\u7684\u201c\u4e2a\u6027\u5316\u8425\u517b\u8ff7\u5bab\u201d\uff0c\u624d\u521a\u521a\u5f00\u59cb\u63a2\u7d22\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\">Ember<\/span>\n <\/div>\n<div class=\"comment-content\">Ember now features a powerful AI nutrition coach, get personalized advice for weight loss, muscle gain, or healthier eating. Track calories and macros in seconds by snapping a photo or describing your meal. No barcode scanning. No manual search. Stay consistent and reach your goals, without the friction.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello Ember! This app is amazing, i live in south korea and I typed the korean food in korean not in english or french. It recognized the almost appropriate food and I am not sure about the exact calories about Galbitang I typed whether that is accurate or not but I am pretty satisfied the easiness of just typing the words and it recognized calories approximately really well. <\/p>\n<\/p>\n<p>However , I am a free user, is it okay to register for pro before I cancel for using 2 days? Does it send me notifications or not? I am wondering. In addition, Recipe is pretty cool because it is in healthy western style but I am used to Asian cuisine so It will be more better if the Recipe contain more dining options! <\/p>\n<\/p>\n<p>Great healthy Ember! <\/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\/@jihwankim55\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jihwankim55<\/a> Hey, thanks for your message, you can indeed have a 7 days free trial, and you will be notified 2 days before the end \ud83d\ude4f\ud83c\udffd<\/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\">@jihwankim55 oh I am sorry I saw your subscription, I forget to tell you the trial was on yearly plan \ud83d\ude14 you can ask for a refund if you want, that my bad \ud83d\ude4f\ud83c\udffd<\/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\">@jihwankim55 thanks for your trust I really appreciate \ud83d\ude4f\ud83c\udffd Everythings safe, most of your data stays on your phone and no sensitive data is shared!<\/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>Are users able to enter in any dietary restrictions and have the app identify when there is (or might be) those restricted items in the food? That’d be huge for people trying to avoid certain ingredients.<\/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\/@youmeapps\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@youmeapps<\/a> That’s actually a great idea, I will defintely think about it \ud83d\ude4f\ud83c\udffd<\/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! Meal scan makes it so easy to use in a daily basis. Feel you gonna rock it Mus. All the best 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\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> Thanks a lot German I appreciate your message \ud83d\ude4f\ud83c\udffd<\/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 how I imagine a visually clear application. Good UI\/UX! \ud83d\ude42<\/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 a lot Nika \ud83d\ude4f\ud83c\udffd<\/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 given up on macro-tracking apps after a few weeks because it was too much work long-term and felt like a chore.Something like this could keep me engaged long term. Good luck! <\/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>When the AI coach makes personalized recommendations, is it working from general weight loss information or can it account for specific health conditions for example, someone managing PCOS where standard calorie advice doesn’t always apply?<\/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 to see this ship! The AI coach sounds like the key piece. Does it mostly give reactive advice based on my logs, or can it proactively suggest meals for the day based on my goals?<\/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>Actually It may work stably if it is having both type of presentation one is with camera- photos of that meal, again one another when we speak to it. One more thing is; it should also change with environment, suppose we are in hot sun we do not need eat much but drinks required.<\/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\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5PJ3K5ZJNHBOTW\" class=\"app-title\">Handle Extension<\/a><\/p>\n<div class=\"one-liner\">Refine UI in the browser, feed changes to your coding agent<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">136<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u53ef\u89c6\u5316\u5fae\u8c03UI\uff0c\u5e76\u5c06\u4fee\u6539\u53cd\u9988\u7ed9AI\u7f16\u7a0b\u52a9\u624b\uff0c\u89e3\u51b3\u4e86\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u53cd\u590d\u3001\u4e0d\u7cbe\u786e\u5730\u6307\u5bfcAI\u8fdb\u884c\u50cf\u7d20\u7ea7UI\u8c03\u6574\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\/bdacd067-d940-473e-873f-138c143e92e0.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\/f06e7a3e-0e2e-41de-a357-c5a544e793f2.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\/dbd2a5e4-47e9-4636-bce1-ce3f59cd05ac.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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">UI\u5fae\u8c03<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u63d0\u6548\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\u5176\u89e3\u51b3\u201c\u7528\u8bed\u8a00\u63cf\u8ff0UI\u5fae\u8c03\u201d\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u201c\u70b9\u51fb\u8c03\u6574\u201d\u66f4\u76f4\u89c2\u9ad8\u6548\u3002\u521b\u59cb\u4eba\u53ca\u56e2\u961f\u79ef\u6781\u56de\u590d\uff0c\u900f\u9732\u5176\u901a\u8fc7\u76f4\u63a5\u64cd\u4f5cDOM\u5e76\u5173\u8054\u524d\u7aef\u6846\u67b6\u7ec4\u4ef6\u6765\u751f\u6210\u4ee3\u7801\u6307\u4ee4\uff0c\u5e76\u786e\u8ba4\u4e86\u5bf9\u590d\u6742\u5d4c\u5957\u7ec4\u4ef6\u7684\u652f\u6301\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 Handle Extension \u7784\u51c6\u4e86\u4e00\u4e2a\u5728AI\u7f16\u7801\u6d6a\u6f6e\u4e2d\u6d6e\u73b0\u7684\u3001\u6781\u4e3a\u5177\u4f53\u7684\u7f1d\u9699\u5e02\u573a\uff1aAI\u751f\u6210\u4ee3\u7801\u4e0e\u4eba\u7c7b\u5f00\u53d1\u8005\u7cbe\u7ec6\u63a7\u5236\u4e4b\u95f4\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u65ad\u5c42\u3002\u5b83\u5e76\u975e\u53c8\u4e00\u4e2a\u66ff\u4ee3\u7a0b\u5e8f\u5458\u7684AI\u5de5\u5177\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u8fde\u63a5AI\u7684\u201c\u66b4\u529b\u751f\u6210\u201d\u4e0e\u4eba\u7c7b\u7684\u201c\u5ba1\u7f8e\u4e0e\u7cbe\u51c6\u201d\u4e4b\u95f4\u7684\u6865\u6881\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53ef\u89c6\u5316\u7f16\u8f91DOM\u201d\u8fd9\u4e2a\u53e4\u8001\u7684\u6280\u672f\uff0c\u800c\u5728\u4e8e\u5c06\u79bb\u6563\u7684\u89c6\u89c9\u64cd\u4f5c\u201c\u7ffb\u8bd1\u201d\u5e76\u805a\u5408\u6210AI\u4ee3\u7406\u80fd\u7406\u89e3\u7684\u3001\u53ef\u53cd\u5411\u6ce8\u5165\u4ee3\u7801\u5e93\u7684\u6307\u4ee4\u5e8f\u5217\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\uff0c\u5f00\u53d1\u8005\u4f7f\u7528Claude Code\u7b49\u5de5\u5177\u65f6\uff0c\u9677\u5165\u4e86\u4e00\u79cd\u4f4e\u6548\u7684\u201c\u63cf\u8ff0-\u751f\u6210-\u9a8c\u8bc1-\u518d\u63cf\u8ff0\u201d\u7684\u5faa\u73af\uff0c\u5c24\u5176\u662f\u5728UI\u6253\u78e8\u9636\u6bb5\u3002\u81ea\u7136\u8bed\u8a00\u5728\u63cf\u8ff0\u7a7a\u95f4\u3001\u50cf\u7d20\u7ea7\u7ec6\u8282\u65f6\u663e\u5f97\u82cd\u767d\u4e14\u4f4e\u6548\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u9ad8\u7ea7\u8ba4\u77e5\uff08\u5ba1\u7f8e\u5224\u65ad\uff09\u964d\u7ef4\u6210\u4f4e\u6548\u7684\u6587\u672c\u6307\u4ee4\u3002Handle Extension \u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u627f\u8ba4\u5e76\u5229\u7528\u4e86AI\u548c\u4eba\u7c7b\u5404\u81ea\u7684\u6bd4\u8f83\u4f18\u52bf\uff1a\u8ba9AI\u5904\u7406\u7ed3\u6784\u5316\u3001\u903b\u8f91\u6027\u7684\u4ee3\u7801\u8349\u7a3f\uff0c\u800c\u5c06\u9700\u8981\u4eba\u7c7b\u89c6\u89c9\u76f4\u89c9\u548c\u4e3b\u89c2\u5224\u65ad\u7684\u5fae\u8c03\uff0c\u4ea4\u8fd8\u7ed9\u6700\u81ea\u7136\u7684\u201c\u6307\u6307\u70b9\u70b9\u201d\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u5b83\u4e0d\u662f\u5728\u5bf9\u6297AI\uff0c\u800c\u662f\u5728\u4f18\u5316\u4eba\u4e0eAI\u7684\u534f\u4f5c\u754c\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u6df1\u5ea6\u7ed1\u5b9a\u5728\u4e3b\u6d41AI\u7f16\u7a0b\u52a9\u624b\uff08\u5982Cursor\u3001Claude Code\uff09\u7684\u751f\u6001\u4e0eMCP\u534f\u8bae\u4e0a\uff0c\u5b58\u5728\u751f\u6001\u4f9d\u8d56\u98ce\u9669\u3002\u5176\u6b21\uff0c\u4eceDOM\u64cd\u4f5c\u5230\u5e72\u51c0\u3001\u53ef\u7ef4\u62a4\u7684\u6e90\u4ee3\u7801\u53d8\u66f4\u7684\u201c\u53cd\u5411\u5de5\u7a0b\u201d\u662f\u5426\u8db3\u591f\u7a33\u5065\uff0c\u5c24\u5176\u662f\u5728\u590d\u6742\u7684\u73b0\u4ee3\u524d\u7aef\u6846\u67b6\u548c\u72b6\u6001\u7ba1\u7406\u4e0b\uff0c\u8fd9\u51b3\u5b9a\u4e86\u5b83\u662f\u201c\u73a9\u5177\u201d\u8fd8\u662f\u201c\u5de5\u5177\u201d\u3002\u6700\u540e\uff0c\u5b83\u89e3\u51b3\u7684\u662f\u4e00\u4e2a\u201c\u5de5\u4f5c\u6d41\u4f18\u5316\u201d\u95ee\u9898\uff0c\u800c\u975e\u6839\u672c\u6027\u75db\u70b9\uff0c\u5176\u7528\u6237\u7fa4\u4f53\u76ee\u524d\u53ef\u80fd\u5c40\u9650\u4e8e\u9891\u7e41\u4f7f\u7528AI\u7f16\u7801\u7684\u524d\u7aef\u5f00\u53d1\u8005\uff0c\u5e02\u573a\u5929\u82b1\u677f\u9700\u8981\u89c2\u5bdf\u3002\u5982\u679c\u5b83\u80fd\u6210\u4e3aAI\u7f16\u7a0b\u52a9\u624b\u4e8b\u5b9e\u4e0a\u7684\u201c\u89c6\u89c9\u64cd\u4f5c\u5c42\u201d\uff0c\u5176\u60f3\u8c61\u7a7a\u95f4\u5c06\u5927\u5e45\u62d3\u5bbd\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\">Handle Extension<\/span>\n <\/div>\n<div class=\"comment-content\">Point and fix. Refine UI directly in your browser instead of endlessly re-prompting your agent. Works with Claude Code, Codex, Cursor and others.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b I\u2019m Derek, founder of Handle.<\/p>\n<\/p>\n<p>Coding agents are great at the first 80% of UI. But for that last 20%, when you need to make tweaks for final polish, you end up constantly re-prompting it… it’s a sledgehammer when you need a scalpel. The best of both worlds is to do the first draft with the agent and then directly fine-tune it by hand with visual tools.<\/p>\n<\/p>\n<p>We built Handle, a simple open source MCP + Chrome extension to solve this. We hope it’s useful to the community!<\/p>\n<\/p>\n<p>Ask us anything, give us feedback, or share how your AI-powered development workflow is changing. We\u2019ll be around to chat all day.<\/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>Really enjoyed using this, as a vibe coder who used to code with Dreamweaver (before it was bought by Adobe!), I felt like I had to get in the weeds with the techincal detail, but is made adjusting the website with Gemini CLI so easy! I was sick of saying things like “that black box on page 2 with the xyz in it, make it bigger’!<\/p>\n<p>Great product for 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mike05683\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mike05683<\/a> Awesome to hear this! What’s your workflow like? Sounds like you use Gemini CLI – is that directly on the production codebase?<\/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 direct manipulation approach makes sense for UI – natural language is a terrible interface for ‘move this 4px left’<\/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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> 100%. Making visual edits via a prompt is so imprecise and time-consuming. Our thinking is this is the best of both worlds: use the agent for the first draft, but then use Handle to bring your taste and judgment to the table and refine.<\/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>Much needed tool! Btw are you modifying the DOM directly and then reverse engineering code or working through an abstraction layer?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> We inspect the DOM directly and also look at associated component-level metadata for React, Vue, Angular, etc. When you make edits, we reflect them on the page immediately but also build up an instruction list for your coding agent so you can land all changes in the codebase<\/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>Ok this is solving something that’s been driving me crazy. Half my Claude Code prompts are me trying to describe pixel-level UI tweaks in words. “Move that button 8px to the right, no the other right, no go back.” Point and click is how this should have always worked. The fact that it’s open source too is a nice touch. Does it handle complex component trees well or does it get confused with deeply nested layouts?<\/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\/@thenomadcode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thenomadcode<\/a> thanks for that! Yes, we map out the full DOM and associate DOM elements with React, Vue, Angular, and Svelte components. So you should be able to precisely select anything in the hierarchy either by just clicking or navigating the tree.<\/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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4KTAFPK472GNUW\" class=\"app-title\">CatBar<\/a><\/p>\n<div class=\"one-liner\">RevenueCat stats in your macOS menu bar.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">127<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CatBar\u662f\u4e00\u6b3e\u5c06RevenueCat\u6536\u5165\u6570\u636e\u5b9e\u65f6\u663e\u793a\u5728macOS\u83dc\u5355\u680f\u7684\u5de5\u5177\uff0c\u8ba9\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5e94\u7528\u521b\u4e1a\u8005\u65e0\u9700\u9891\u7e41\u5207\u6362\u7f51\u9875\u6216\u6253\u5f00\u624b\u673a\uff0c\u5373\u53ef\u5feb\u901f\u4e00\u77a5\u6838\u5fc3\u8425\u6536\u6307\u6807\uff0c\u89e3\u51b3\u4e86\u4ed6\u4eec\u56e0\u8fc7\u5ea6\u5173\u6ce8\u6536\u5165\u800c\u9891\u7e41\u67e5\u770b\u4eea\u8868\u76d8\u3001\u5bfc\u81f4\u5de5\u4f5c\u6d41\u4e2d\u65ad\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\/e5977cba-c1cb-4e7a-b0f2-3faadd7d90e3.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\/d1dae6ef-d548-4ce7-a5a0-1f83c033c542.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\/a3764dff-5c1b-44cb-86fb-3483d422efd5.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\/31b96ede-af58-4cc8-807e-10211bc3c44d.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\/524e53b9-8c62-4041-b6c5-d669fed1247a.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\">Analytics<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6536\u5165\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">RevenueCat\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6570\u636e<\/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\u89e3\u51b3\u81ea\u8eab\u75db\u70b9\u201d\u7684\u521d\u8877\u548c\u4fbf\u6377\u6027\uff0c\u8ba4\u4e3a\u5c06MRR\u7b49\u6570\u636e\u7f6e\u4e8e\u83dc\u5355\u680f\u662f\u7b80\u5355\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u662f\u5426\u652f\u6301\u591a\u5e94\u7528\u76d1\u63a7\u3001\u662f\u5426\u6709\u91cc\u7a0b\u7891\u901a\u77e5\u529f\u80fd\uff0c\u4ee5\u53ca\u62c5\u5fe7\u5176\u53ef\u80fd\u5bfc\u81f4\u66f4\u9891\u7e41\u5730\u67e5\u770b\u6570\u636e\u3001\u5f71\u54cd\u5de5\u4f5c\u6548\u7387\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 CatBar\u7684\u672c\u8d28\uff0c\u5e76\u975e\u4e00\u4e2a\u6280\u672f\u58c1\u5792\u9ad8\u6df1\u7684\u521b\u65b0\u4ea7\u54c1\uff0c\u800c\u662f\u4e00\u4e2a\u7cbe\u51c6\u6355\u6349\u5e76\u653e\u5927\u4e86\u7279\u5b9a\u7fa4\u4f53\u2014\u2014RevenueCat\u751f\u6001\u5185\u72ec\u7acb\u5f00\u53d1\u8005\u4e0e\u5c0f\u578b\u56e2\u961f\u2014\u2014\u67d0\u79cd\u201c\u751c\u871c\u7684\u7126\u8651\u201d\u7684\u5fae\u89c2\u6548\u7387\u5de5\u5177\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u5728\u4e8e\u5c06\u201c\u68c0\u67e5\u6536\u5165\u201d\u8fd9\u4e00\u5145\u6ee1\u5e0c\u671b\u4e0e\u5fd0\u5fd1\u7684\u884c\u4e3a\uff0c\u4ece\u4e00\u79cd\u9700\u8981\u4e3b\u52a8\u89e6\u53d1\u7684\u201c\u4eea\u5f0f\u201d\uff0c\u964d\u7ef4\u6210\u4e86\u4e00\u4e2a\u88ab\u52a8\u3001\u6301\u7eed\u3001\u8f7b\u91cf\u5316\u7684\u201c\u73af\u5883\u4fe1\u53f7\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41SaaS\u4eea\u8868\u76d8\u5ffd\u7565\u7684\u201c\u6700\u540e\u4e00\u7c73\u201d\u573a\u666f\uff1a\u5f00\u53d1\u8005\u5e76\u975e\u603b\u9700\u8981\u6df1\u5ea6\u7684\u6570\u636e\u5206\u6790\uff0c\u66f4\u591a\u65f6\u5019\u53ea\u662f\u4e00\u79cd\u201c\u786e\u8ba4\u5b58\u5728\u201d\u7684\u5fc3\u7406\u6170\u85c9\u548c\u8d8b\u52bf\u611f\u77e5\u3002\u5c06MRR\u3001\u8ba2\u9605\u7528\u6237\u6570\u7b49\u51e0\u4e2a\u5173\u952e\u6307\u6807\u4ece\u590d\u6742\u7684\u540e\u53f0\u5265\u79bb\uff0c\u5e38\u9a7b\u4e8e\u89c6\u89c9\u8fb9\u7f18\uff0c\u6070\u6070\u8fce\u5408\u4e86\u521b\u4e1a\u521d\u671f\u90a3\u79cd\u6df7\u5408\u7740\u5174\u594b\u3001\u4e0d\u5b89\u4e0e\u5f3a\u8feb\u75c7\u7684\u5fae\u5999\u5fc3\u6001\u3002\u8bc4\u8bba\u4e2d\u201c\u5371\u9669\u7684\u751f\u4ea7\u529b\u201d\u548c\u201c\u56de\u987e\u96f6\u7f8e\u5143MRR\u65f6\u5149\u201d\u7684\u8c03\u4f83\uff0c\u6b63\u662f\u8fd9\u79cd\u7528\u6237\u5fc3\u7406\u7684\u7edd\u4f73\u6ce8\u811a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u98ce\u9669\u4e0e\u6f5c\u529b\u5e76\u5b58\u3002\u98ce\u9669\u5728\u4e8e\uff0c\u5176\u4ea7\u54c1\u5f62\u6001\u6781\u5176\u5355\u4e00\uff0c\u62a4\u57ce\u6cb3\u6d45\uff0c\u6613\u88ab\u590d\u5236\u6216\u96c6\u6210\u8fdb\u66f4\u5927\u5e73\u53f0\u3002\u5176\u589e\u957f\u5b8c\u5168\u4f9d\u8d56\u4e8eRevenueCat\u751f\u6001\u7684\u89c4\u6a21\uff0c\u5b58\u5728\u660e\u663e\u7684\u5929\u82b1\u677f\u3002\u7528\u6237\u53cd\u9988\u4e2d\u5173\u4e8e\u591a\u5e94\u7528\u652f\u6301\u548c\u91cc\u7a0b\u7891\u901a\u77e5\u7684\u8bc9\u6c42\uff0c\u5219\u63ed\u793a\u4e86\u5176\u6f5c\u529b\u65b9\u5411\uff1a\u4ece\u201c\u9759\u6001\u6570\u636e\u5c55\u793a\u201d\u8f6c\u5411\u201c\u667a\u80fd\u8425\u6536\u52a9\u624b\u201d\u3002\u82e5\u80fd\u56f4\u7ed5\u6536\u5165\u6ce2\u52a8\u3001\u5f02\u5e38\u8ba2\u9605\u6d41\u5931\u3001\u9608\u503c\u7a81\u7834\u7b49\u573a\u666f\u63d0\u4f9b\u8f7b\u91cf\u7ea7\u9884\u8b66\u4e0e\u6d1e\u5bdf\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6570\u636e\u7684\u642c\u8fd0\u5de5\uff0c\u5b83\u6216\u8bb8\u80fd\u4ece\u4e00\u6b3e\u6709\u8da3\u7684\u201c\u75d2\u70b9\u6320\u5177\u201d\uff0c\u8fdb\u5316\u4e3a\u4e00\u6b3e\u771f\u6b63\u63d0\u5347\u5546\u4e1a\u51b3\u7b56\u6548\u7387\u7684\u201c\u96f7\u8fbe\u201d\u3002\u76ee\u524d\u6765\u770b\uff0cCatBar\u662f\u4e00\u4e2a\u6210\u529f\u7684\u5229\u57fa\u5e02\u573a\u6700\u5c0f\u5316\u53ef\u884c\u4ea7\u54c1\uff08MVP\uff09\uff0c\u4f46\u8981\u60f3\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u4f19\u4f34\u201d\uff0c\u5b83\u9700\u8981\u5728\u51cf\u8f7b\u5f00\u53d1\u8005\u7126\u8651\u4e0e\u63d0\u4f9b\u771f\u6b63 actionable \u7684\u6d1e\u5bdf\u4e4b\u95f4\uff0c\u627e\u5230\u66f4\u575a\u5b9e\u7684\u5e73\u8861\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\">CatBar<\/span>\n <\/div>\n<div class=\"comment-content\">Track your RevenueCat revenue from the macOS menu bar. See MRR, subscribers, and transactions at a glance.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey there, Tim, the founder of CatBar here. I run multiple apps, and needed a way to quickly glance at my revenue stream without taking my phone out. I scratched my own little itch and made CatBar.<\/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>Menu bar apps are heavily underrated. Can I track multiple sources?<\/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>Love this idea! I use RevenueCat for my own app and I’m always switching tabs to check MRR. Having it right in the menu bar is such a simple but useful solution. Does it support multiple 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this! I use RevenueCat for my app and checking the dashboard constantly is a habit. Having it in the menu bar saves so many tab switches. Great idea.<\/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 takes me back to the days when I\u2019d check my $0 MRR RevenueCat dashboard every few hours.\ud83d\ude02<\/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>Scratching your own itch is the best origin story. As an iOS maker about to launch my first app, I’m already thinking about how obsessively I’ll check my revenue on day one.<\/p>\n<p>Does CatBar support multiple apps in the same dashboard, or is it one app at a 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is going to be dangerous for my productivity. I already check RevenueCat way too often, putting it in the menu bar means I’ll never stop. Seriously though, having MRR visible at a glance without opening a dashboard is exactly the kind of tiny quality-of-life thing that adds up. Are you planning to add notifications for milestones? Like a little ping when you cross a revenue threshold?<\/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\/WHHXSE3QCXS5YT\" class=\"app-title\">XP One<\/a><\/p>\n<div class=\"one-liner\">Replace Waalaxy, Lemlist, LGM, Apollo, Hunter & PB \u2192 $29\/mo<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">33<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>XP One\u662f\u4e00\u6b3e\u96c6LinkedIn\u7ebf\u7d22\u6316\u6398\u3001\u6570\u636e\u4e30\u5bcc\u3001\u591a\u6e20\u9053\u89e6\u8fbe\u4e0eAI CRM\u4e8e\u4e00\u4f53\u7684\u8425\u9500\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u4ee5\u6bcf\u670829\u7f8e\u5143\u7684\u4e00\u7ad9\u5f0f\u65b9\u6848\uff0c\u89e3\u51b3\u8425\u9500\u4eba\u5458\u56e0\u4f7f\u7528\u591a\u6b3e\u72ec\u7acb\u5de5\u5177\u5bfc\u81f4\u7684\u9ad8\u6210\u672c\u3001\u4f4e\u6548\u7387\u4e0e\u6570\u636e\u5272\u88c2\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\/80474b26-ad36-4ca0-bb72-26c18233e3e7.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\/783f5d29-b9e2-409e-94e9-92b466a68bd7.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\/093fbb6a-1e80-448c-bdf4-0fc40f83844c.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\/4052919c-b9cb-47e8-a8d9-0cc6dd8595a2.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\/e4fbc549-e5e5-42bd-bd04-22baebada2bf.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\/b72e3558-ed98-40aa-9bda-194a8994c3ee.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\/367511fb-724b-4eff-9487-a98a4f713a34.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\/231b2ba8-2f72-4fc3-8431-b5607c71a0d8.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\/9f6d4a40-05a6-478b-9ce0-9df35c1a8b78.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/4FVjSoCcLEg\"><source src=\"https:\/\/youtu.be\/4FVjSoCcLEg\" 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\">Sales<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">LinkedIn<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u7ebf\u7d22\u6316\u6398<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4e30\u5bcc<\/span><br \/>\n <span class=\"tag\">\u591a\u6e20\u9053\u89e6\u8fbe<\/span><br \/>\n <span class=\"tag\">AI CRM<\/span><br \/>\n <span class=\"tag\">\u4e00\u4f53\u5316\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">LinkedIn\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u5316<\/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\u5f3a\u8c03\u89e3\u51b3\u5de5\u5177\u5806\u53e0\u3001\u6210\u672c\u9ad8\u6602\u3001\u6d41\u7a0b\u65ad\u88c2\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5e76\u5c55\u793a\u4e86\u5b9e\u9645\u83b7\u5ba2\u6548\u679c\u3002\u8bc4\u8bba\u91cd\u70b9\u5173\u6ce8\u8d26\u6237\u5b89\u5168\u6027\uff08\u96f6\u5c01\u53f7\u627f\u8bfa\uff09\u3001\u7ebf\u7d22\u8d28\u91cf\u4e0e\u8f6c\u5316\u62c5\u5fe7\uff0c\u4ee5\u53ca\u5de5\u5177\u95f4\u6570\u636e\u5272\u88c2\u7684\u4f53\u9a8c\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 XP One\u7684\u53d9\u4e8b\u7cbe\u51c6\u5730\u51fb\u4e2d\u4e86SaaS\u65f6\u4ee3\u7684\u4e00\u4e2a\u666e\u904d\u987d\u75be\uff1a\u201c\u5de5\u5177\u81a8\u80c0\u201d\u3002\u5b83\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3aWaalaxy\u3001Lemlist\u7b49\u516d\u4e2a\u6d41\u884c\u5de5\u5177\u7684\u201c\u7ec8\u7ed3\u8005\u201d\uff0c\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u5355\u7eaf\u7684\u529f\u80fd\u5806\u780c\uff0c\u800c\u662f**\u5de5\u4f5c\u6d41\u7684\u6574\u5408\u4e0e\u6210\u672c\u7684\u9769\u547d\u6027\u538b\u7f29**\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u4ea7\u54c1\u903b\u8f91\u770b\uff0c\u5b83\u8bd5\u56fe\u5c06\u201c\u627e\u7ebf\u7d22\uff08\u6316\u6398\uff09- \u8865\u4fe1\u606f\uff08\u4e30\u5bcc\uff09- \u53bb\u89e6\u8fbe\uff08\u8425\u9500\uff09- \u7ba1\u5173\u7cfb\uff08CRM\uff09\u201d\u8fd9\u4e00\u7ebf\u6027\u6d41\u7a0b\u65e0\u7f1d\u95ed\u73af\u3002\u8fd9\u76f4\u6307\u7528\u6237\u6700\u6df1\u7684\u75db\u70b9\uff1a\u5728\u591a\u4e2a\u5de5\u5177\u95f4\u5207\u6362\u5bfc\u81f4\u7684\u6570\u636e\u5b64\u5c9b\u3001\u4e0a\u4e0b\u6587\u4e22\u5931\u548c\u6548\u7387\u635f\u8017\u3002\u6bcf\u670829\u7f8e\u5143\u7684\u5b9a\u4ef7\uff0c\u5bf9\u6bd4\u5ba3\u79f0\u7684377+\u7f8e\u5143\u539f\u6210\u672c\uff0c\u5177\u6709\u6781\u5f3a\u7684\u98a0\u8986\u6027\u548c\u8bdd\u9898\u6027\uff0c\u662f\u5207\u5165\u5e02\u573a\u6700\u950b\u5229\u7684\u94a9\u5b50\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002**\u201cAll-in-One\u201d\u7684\u8bf1\u60d1\u80cc\u540e\uff0c\u5e38\u4f34\u968f\u7740\u201cNone-of-The-Best\u201d\u7684\u98ce\u9669**\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u7ebf\u7d22\u53c2\u4e0e\u4f46\u4e0d\u8f6c\u5316\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u70b9\u4e2d\u4e86\u8981\u5bb3\uff1a\u6574\u5408\u7684\u4fbf\u6377\u6027\u662f\u5426\u4ee5\u727a\u7272\u5355\u4e2a\u73af\u8282\u7684\u4e13\u4e1a\u6df1\u5ea6\u6216\u7cbe\u51c6\u5ea6\u4e3a\u4ee3\u4ef7\uff1f\u5176\u201c\u96f6LinkedIn\u5c01\u53f7\u201d\u7684\u6280\u672f\u627f\u8bfa\uff0c\u5728\u5e73\u53f0\u65e5\u76ca\u4e25\u5389\u7684\u53cd\u81ea\u52a8\u5316\u653f\u7b56\u4e0b\uff0c\u5c06\u662f\u6301\u7eed\u7684\u9ad8\u538b\u6d4b\u8bd5\uff0c\u4e5f\u662f\u5176\u751f\u5b58\u7684\u751f\u547d\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u58f0\u79f0\u201c\u5b8c\u5168\u81ea\u4e3e\u3001\u5feb\u901f\u8fed\u4ee3\u201d\uff0c\u8fd9\u5728\u5c0f\u56e2\u961f\u9a8c\u8bc1\u4ea7\u54c1\u5e02\u573a\u5951\u5408\u5ea6\u65f6\u662f\u4f18\u52bf\uff0c\u4f46\u5728\u9762\u5bf9\u4f01\u4e1a\u7ea7\u5ba2\u6237\u5bf9\u7a33\u5b9a\u6027\u3001\u6570\u636e\u5408\u89c4\u6027\u53ca\u6df1\u5ea6\u96c6\u6210\u9700\u6c42\u65f6\uff0c\u53ef\u80fd\u6210\u4e3a\u77ed\u677f\u3002\u672c\u8d28\u4e0a\uff0cXP One\u76ee\u524d\u662f\u4e00\u4e2a\u9488\u5bf9\u4e2d\u5c0f\u56e2\u961f\u6216\u4e2a\u4f53\u8425\u9500\u8005\u7684\u201c\u6548\u7387\u4e0e\u6210\u672c\u4f18\u5316\u201d\u5de5\u5177\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u5728\u4e8e\u529f\u80fd\u5217\u8868\u662f\u5426\u66f4\u957f\uff0c\u800c\u5728\u4e8e\u5176\u6574\u5408\u540e\u7684\u5de5\u4f5c\u6d41\u662f\u5426\u771f\u6b63\u4e1d\u6ed1\u3001\u53ef\u9760\uff0c\u4e14\u80fd\u6301\u7eed\u5b89\u5168\u5730\u83b7\u53d6\u9ad8\u8d28\u91cf\u7ebf\u7d22\u3002\u5b83\u662f\u5728\u8d4c\u201c\u4e00\u4f53\u5316\u4f53\u9a8c\u201d\u7684\u4ef7\u503c\uff0c\u8db3\u4ee5\u8ba9\u7528\u6237\u653e\u5f03\u90a3\u4e9b\u529f\u80fd\u66f4\u4e13\u7cbe\u4f46\u5272\u88c2\u7684\u201c\u6700\u4f73\u5355\u54c1\u201d\u3002\u8fd9\u6761\u8def\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u9700\u5728\u529f\u80fd\u5e7f\u5ea6\u3001\u4e13\u4e1a\u6df1\u5ea6\u4e0e\u5e73\u53f0\u5b89\u5168\u95f4\u8d70\u597d\u94a2\u4e1d\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\">XP One<\/span>\n <\/div>\n<div class=\"comment-content\">You\u2019re probably paying for Waalaxy, Lemlist, LGM, Apollo, Hunter and PhantomBuster. That\u2019s $377+ per month for 6 tools, 6 logins and 6 invoices, and they don\u2019t even work together. XP One replaces all of them. One Chrome extension. One dashboard. Collect leads from LinkedIn in one click. Enrich them with verified emails and phone numbers. Launch campaigns on LinkedIn, Email and WhatsApp. Track everything in a built-in AI CRM. One tool. One flow. $29 per month. More clients.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH, Walid here.<\/p>\n<p>I\u2019ve spent the last 8 years in lead gen, running hundreds of campaigns.<\/p>\n<p>And honestly, nothing really worked the way it should.<\/p>\n<p>Too many tools.<\/p>\n<p>Too expensive.<\/p>\n<p>Too much time wasted trying to connect 6 or more tools.<\/p>\n<p>-> So we built XP One.<\/p>\n<p>Something simple that actually lets you find and reach clients without stacking 6 or more tools.<\/p>\n<p>We use it ourselves every day.<\/p>\n<p>Last week, I booked 7 meetings in 3 days with a simple WhatsApp flow.<\/p>\n<p>That\u2019s how we got our first users.<\/p>\n<p>Most people spend $300+ per month on different tools. <\/p>\n<p>We made it $29, all in one place.<\/p>\n<p>We\u2019re a team of 4, fully bootstrapped.<\/p>\n<p>We ship fast and we listen to every piece of feedback.<\/p>\n<p>How many tools are you using today to do the same thing? \ud83d\udc47<\/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\/@walid_builds\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@walid_builds<\/a> wow amazing product mate<\/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 built XP One because we were tired of paying for 6 different tools that didn’t talk to each other. Now everything’s in one place. And honestly? Even I’m surprised how fast we find qualified leads.<\/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\/@fabrice_salah\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fabrice_salah<\/a> Yes\u2026 that was exactly the starting point.<\/p>\n<p>Too many tools, too many logins, no real flow.<\/p>\n<p>We didn\u2019t just want to stack features \u2192<br \/>we wanted one clean system that actually works end-to-end.<\/p>\n<p>And the speed of getting qualified leads\u2026<br \/>that\u2019s where it really hits.<\/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>Zero LinkedIn bans. It’s not a marketing slogan \u2014 it’s a technical obsession. We spent months calibrating delays, randomizing actions, respecting rate limits. Your account security is our #1 priority.<\/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\/@devopscraftsman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@devopscraftsman<\/a> Appreciate this.<\/p>\n<p>We\u2019ve seen too many tools chase volume and ignore safety.<\/p>\n<p>For us, it\u2019s simple \u2192 no account, no business.<\/p>\n<p>So yeah, everything is built around that.<\/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>Good luck Walid.<\/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\/@mustapha_ajermou1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustapha_ajermou1<\/a> Thanks Mustapha !<\/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>Running lead gen across 6+ tools is painful mostly because context breaks between them. How do you filter out leads who engage just to engage but never actually convert?<\/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\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WKF4J7YFQEYSCK\" class=\"app-title\">AppDeploy<\/a><\/p>\n<div class=\"one-liner\">Deploy real apps from ChatGPT or Claude in seconds<\/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>AppDeploy \u662f\u4e00\u6b3e\u201c\u804a\u5929\u539f\u751f\u201d\u90e8\u7f72\u5de5\u5177\uff0c\u5b83\u65e0\u7f1d\u96c6\u6210\u5230ChatGPT\u3001Claude\u7b49AI\u7f16\u7a0b\u5bf9\u8bdd\u4e2d\uff0c\u5c06AI\u751f\u6210\u7684\u4ee3\u7801\u79d2\u7ea7\u81ea\u52a8\u90e8\u7f72\u4e3a\u53ef\u7528\u7684\u7ebf\u4e0a\u5e94\u7528\uff0c\u89e3\u51b3\u4e86\u4ece\u201cAI\u5199\u51fa\u4ee3\u7801\u201d\u5230\u201c\u5e94\u7528\u771f\u6b63\u4e0a\u7ebf\u201d\u4e4b\u95f4\u7684\u5de8\u5927\u5de5\u7a0b\u5316\u65ad\u5c42\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\/781a19fd-7eab-43ee-9cb1-ed6acc9ec9ef.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\/47719866-be7c-4b21-b1d8-55a2acc61c4f.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\/b226a166-4dd6-4c8c-9ed5-2254a742e8da.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\/8676d8ea-4992-4db5-8ad6-63dcc2e9b8a0.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\/2b5c3151-2426-4766-acc7-a67851cbda9f.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\/294a2676-dd60-423a-940f-d5e8a9c6729d.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=FdCWoXrviRg\"><source src=\"https:\/\/www.youtube.com\/watch?v=FdCWoXrviRg\" 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\">Website Builder<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5e94\u7528\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u5168\u6808\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u539f\u751f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u539f\u578b<\/span><br \/>\n <span class=\"tag\">MVP\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u540e\u7aef\u5373\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316QA<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u53d1\u5e03<\/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\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86AI\u7f16\u7a0b\u4e0e\u90e8\u7f72\u95f4\u7684\u5173\u952e\u65ad\u5c42\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u8be2\u95ee\u81ea\u52a8\u5316QA\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\uff1b\u5173\u5fc3\u5e95\u5c42\u4ee3\u7801\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u53ef\u89c1\u6027\u4e0e\u53ef\u63a7\u6027\uff1b\u63a2\u8ba8\u6784\u5efa\u6e38\u620f\u7b49\u590d\u6742\u5e94\u7528\u7684\u53ef\u884c\u6027\uff1b\u4ee5\u53ca\u4e0e\u7ade\u54c1\u5728\u751f\u4ea7\u73af\u5883\u7a33\u5b9a\u6027\u7684\u5bf9\u6bd4\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 AppDeploy \u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2aAI\u4ee3\u7801\u751f\u6210\u5668\uff0c\u800c\u5728\u4e8e\u6210\u4e3aAI\u7f16\u7a0b\u65f6\u4ee3\u7684\u201c\u7f3a\u5931\u4e00\u73af\u201d\u2014\u2014\u81ea\u52a8\u5316\u8fd0\u7ef4\u4e0e\u90e8\u7f72\u5c42\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u662f\u5bf9\u5de5\u4f5c\u6d41\u548c\u5fc3\u667a\u6a21\u578b\u7684\u9769\u65b0\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u5f53\u524dAI\u8f85\u52a9\u5f00\u53d1\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u751f\u6210\u4ee3\u7801\u7684\u8fb9\u9645\u6210\u672c\u5df2\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u4f46\u5c06\u4ee3\u7801\u8f6c\u5316\u4e3a\u53ef\u5171\u4eab\u3001\u53ef\u8fed\u4ee3\u3001\u53ef\u9760\u7ebf\u4e0a\u670d\u52a1\u7684\u5de5\u7a0b\u6210\u672c\u4f9d\u7136\u9ad8\u6602\uff0c\u8fd9\u6b63\u662f\u65e0\u6570\u201c\u539f\u578b\u201d\u592d\u6298\u7684\u9b3c\u95e8\u5173\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u201c\u8fde\u63a5\u5668\u201d\u800c\u975e\u201c\u7ade\u4e89\u8005\u201d\uff0c\u517c\u5bb9\u4e3b\u6d41AI\u5de5\u5177\uff0c\u8fd9\u662f\u660e\u667a\u7684\u6218\u7565\u3002\u5b83\u4e0d\u4e89\u593a\u4ee3\u7801\u751f\u6210\u7684\u5165\u53e3\uff0c\u800c\u662f\u6df1\u8015\u751f\u6210\u540e\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\uff0c\u63d0\u4f9b\u4ece\u6570\u636e\u5e93\u3001\u8ba4\u8bc1\u5230\u65e5\u5fd7\u3001\u56de\u6eda\u7684\u5168\u6808BaaS\u80fd\u529b\uff0c\u751a\u81f3\u6574\u5408\u4e86\u81ea\u52a8\u5316QA\u548c\u89c6\u89c9\u5316\u9519\u8bef\u62a5\u544a\u3002\u8fd9\u5b9e\u9645\u4e0a\u662f\u5c06\u4e2d\u5927\u578b\u79d1\u6280\u516c\u53f8\u7684\u6807\u51c6\u5de5\u7a0b\u5b9e\u8df5\uff08CI\/CD\u3001DevOps\u3001\u76d1\u63a7\uff09\u5c01\u88c5\u6210\u5e73\u6c11\u5316\u3001\u573a\u666f\u5316\u7684\u670d\u52a1\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\u62bd\u8c61\u4e00\u5207\u201d\u7684\u53cc\u5203\u5251\uff1a\u4e3a\u65b0\u624b\u63d0\u4f9b\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u53ef\u80fd\u8ba9\u8fdb\u9636\u5f00\u53d1\u8005\u611f\u5230\u5931\u63a7\uff0c\u5c24\u5176\u662f\u5728\u8c03\u8bd5\u590d\u6742\u751f\u4ea7\u95ee\u9898\u65f6\u3002\u5176\u6b21\uff0c\u573a\u666f\u8fb9\u754c\u95ee\u9898\uff1a\u867d\u7136\u56e2\u961f\u58f0\u79f0\u652f\u6301\u6e38\u620f\u7b49\u590d\u6742\u5e94\u7528\uff0c\u4f46\u5176\u201c\u63cf\u8ff0\u5373\u5f97\u201d\u7684\u8303\u5f0f\u66f4\u9002\u7528\u4e8e\u6807\u51c6\u5316\u7684CRUD\u7c7b\u5e94\u7528\uff0c\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u903b\u8f91\u548c\u6027\u80fd\u654f\u611f\u578b\u5e94\u7528\u4ecd\u662f\u5176\u76f2\u533a\u3002\u6700\u540e\uff0c\u5546\u4e1a\u6a21\u5f0f\u4e0e\u201c\u516c\u5e73\u4f7f\u7528\u201d\u7684\u5e73\u8861\uff1a\u514d\u8d39\u63d0\u4f9b\u5168\u529f\u80fd\u662f\u4e00\u628a\u5f3a\u5927\u7684\u589e\u957f\u5229\u5668\uff0c\u4f46\u5982\u4f55\u5b9a\u4e49\u5e76\u7ba1\u63a7\u8d44\u6e90\u6d88\u8017\uff0c\u907f\u514d\u88ab\u201c\u8585\u7f8a\u6bdb\u201d\uff0c\u5c06\u662f\u5176\u89c4\u6a21\u5316\u540e\u7684\u5fc5\u7ecf\u8003\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cAppDeploy \u662f\u5728\u8d4c\u4e00\u4e2a\u672a\u6765\uff1a\u5373\u7edd\u5927\u591a\u6570\u7531AI\u89e6\u53d1\u7684\u5e94\u7528\u521b\u610f\uff0c\u5176\u4ef7\u503c\u5728\u4e8e\u5feb\u901f\u9a8c\u8bc1\u4e0e\u8fed\u4ee3\uff0c\u800c\u975e\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7684\u7cbe\u7ec6\u63a7\u5236\u3002\u5b83\u8bd5\u56fe\u8ba9\u201c\u90e8\u7f72\u201d\u53d8\u5f97\u50cf\u53d1\u9001\u6d88\u606f\u4e00\u6837\u7b80\u5355\uff0c\u5982\u679c\u6210\u529f\uff0c\u5c06\u6781\u5927\u964d\u4f4e\u6570\u5b57\u4ea7\u54c1\u7684\u521b\u65b0\u95e8\u69db\uff0c\u4f46\u5b83\u7684\u5929\u82b1\u677f\uff0c\u4e5f\u6070\u6070\u7531\u8fd9\u4e2a\u201c\u7edd\u5927\u591a\u6570\u201d\u7684\u5e02\u573a\u89c4\u6a21\u6240\u51b3\u5b9a\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\">AppDeploy<\/span>\n <\/div>\n<div class=\"comment-content\">Tell your AI what to build, AppDeploy makes it real. Connect it once to ChatGPT, Claude, Cursor, Codex, or any AI agent – describe what you want in natural language and get a live public URL within seconds, without leaving the chat. No Git, no CLI. Hosting, database, auth, storage, secrets, realtime, background jobs, notifications, AI, autonomous end-to-end QA, visual bug reports, logs, version control with instant rollbacks – all handled automatically. Free to try. No credit card required.<\/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’re the team behind AppDeploy, and over the past few months we’ve been focused on one thing: fixing the gap between “AI wrote my app” and “my app is actually live”.<\/p>\n<p>Today, AI can already write full apps from a prompt.<br \/>\nBut shipping them still means leaving the chat, picking a host, setting up a database, managing keys, and dealing with deployment. That friction is where most ideas stop.<\/p>\n<p>So we built AppDeploy – chat-native deployment.<\/p>\n<p>It connects to the AI tools you already use – ChatGPT, Claude, Cursor, Codex – and handles everything that happens after the code is written.<br \/>\nDescribe what you want, and get a live URL back. No Git, no CLI, no IDE. You never leave the chat.<\/p>\n<p>Under the hood, AppDeploy provides everything needed to actually run the app:<br \/>\n\u2022 backend, database, auth, and storage<br \/>\n\u2022 realtime updates, background jobs, notifications<br \/>\n\u2022 built-in AI capabilities<br \/>\n\u2022 logs, versioning, and instant rollbacks<br \/>\n\u2022 automated QA with browser-based checks and visual bug reports<\/p>\n<p>It’s designed for:<br \/>\n\u2022 people who don’t code but can describe what they want<br \/>\n\u2022 developers tired of copy-pasting AI code into hosting dashboards<br \/>\n\u2022 teams building MVPs, internal tools, or side projects quickly<\/p>\n<p>One thing we learned building this: the moment someone sees a real app live from a chat – with a database, auth, everything working – it completely changes how they think about building. That’s the moment we’re trying to make trivial.<\/p>\n<p>Personally, I’ve been writing code for 18+ years, and I now find myself shipping far more side projects and ad-hoc tools – simply because I can go from idea to a working app without thinking about schemas, infrastructure, or deployment.<\/p>\n<p>AppDeploy is free to use (fair usage), unlimited apps, with all features included. No credit card required.<\/p>\n<p>We’d really love your feedback \ud83d\ude4f<br \/>\nWhat would you try building with this?<\/p><\/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\/@abeatappdeploy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abeatappdeploy<\/a> love this, the gap between AI writing code and actually shipping it is so real! curious about the automated QA part, how does it catch bugs? does it actually test the app like a real user would? \ud83d\udc40<\/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>Best!!!<\/p>\n<p>I’m using this every day<\/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\/@omer_sade1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@omer_sade1<\/a> thanks Omer! So glad to hear that.<br \/>Hope you are having a great experience, and please let us know if anything is missing.<\/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 there a way to see what’s actually running under the hood, or is it fully abstracted away? 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_salois\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_salois<\/a> – thanks. The code is always available to you – you can ask the AI chat\/agent for it at any point, including past versions, since AppDeploy keeps the source for every version.<\/p>\n<p>The deployment and infrastructure side is abstracted away, but not hidden – if you want to understand more about how apps run under the hood, <a href=\"https:\/\/appdeploy.ai\/blog\/appdeploy-security\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">this<\/a> blog post explains it.<\/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 like the fact that the system tests itself and deploys fixes automatically since getting that last 10% working using vibe coding tools is usually where I lose interest in my side projects \ud83d\ude05<br \/>Can I take this a step further from saas apps and build games? and more specifically – multiplayer games?<\/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\/@maor_veitsman\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"maor_veitsman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@maor_veitsman<\/a> – thanks. Indeed, closing the QA loop is a big part of what makes the AppDeploy experience much smoother, especially for that last 10% that usually kills momentum.<\/p>\n<p>And yes – games are absolutely possible, including multiplayer games. We already see people building in that category with AppDeploy, and there are a few examples on our gallery page:<\/p>\n<p><a href=\"https:\/\/appdeploy.ai\/gallery\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/appdeploy.ai\/gallery<\/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>Really nice! If I build the same app in Lovable and AppDeploy, where would yours break less in production? Like what will be the main difference?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> – great question. If we are talking about breaking less in production, the main difference is what happens after the code is written. AppDeploy handles deployment, infrastructure, QA loops, bug fixing, and redeployments automatically, so there is less manual work and less room for things to break between “the AI wrote code” and “the app is actually live and usable”.<\/p>\n<p>In our test, AppDeploy shipped apps faster, got simple apps working on the first try, and got the full-stack app live in 4 minutes. Lovable needed more iteration and did not get the complex app working within the test window.<\/p>\n<p>Another significant difference is that unlike Lovable, which comes with its own agent and editor, AppDeploy does not compete with other AI agents – it is the missing link between their coding capabilities and a real working app.<\/p>\n<p>So you can keep using your existing AI stack – like ChatGPT, Claude, Codex, Cursor, and others – and still go from prompt to a live app fast.<\/p>\n<p>See the full comparison here:<\/p>\n<p><a href=\"https:\/\/appdeploy.ai\/blog\/appdeploy-vs-lovable\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/appdeploy.ai\/blog\/appdeploy-vs-lovable<\/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<\/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\/6VLIKFOYB5GZEK\" class=\"app-title\">Guardian IDE<\/a><\/p>\n<div class=\"one-liner\">Control AI-generated code before it ships.<\/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>Guardian IDE\u662f\u4e00\u6b3e\u684c\u9762\u5e94\u7528\uff0c\u4e3a\u5c0f\u578b\u5de5\u7a0b\u56e2\u961f\u5728AI\u751f\u6210\u4ee3\u7801\u7684\u53d1\u5e03\u6d41\u7a0b\u524d\uff0c\u63d0\u4f9b\u96c6\u6210\u672c\u5730\u4ee3\u7801\u5ba1\u67e5\u3001\u7b56\u7565\u6267\u884c\u548c\u53d1\u5e03\u5ba1\u6279\u7684\u201c\u5b89\u5168\u95f8\u95e8\u201d\uff0c\u89e3\u51b3AI\u7f16\u7801\u5de5\u5177\u5bfc\u81f4\u4ee3\u7801\u8d28\u91cf\u4e0e\u5b89\u5168\u98ce\u9669\u5931\u63a7\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\/57c0d0ea-1d08-4d2c-8264-7c53832abce3.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\/ddd7f4ec-2486-497c-a351-f9d39e6d7c56.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\/3d097ee1-d6f9-4db7-bdd3-63ce04eeeee1.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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ee3\u7801\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u53d1\u5e03\u7ba1\u63a7<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u7b56\u7565\u5373\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u7a0b\u6d41\u7a0b\u6cbb\u7406<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u8d28\u91cf\u95e8\u7981<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7DevSecOps<\/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\u5173\u6ce8\u4ea7\u54c1\u5bf9\u63d0\u793a\u8bcd\u7b49\u751f\u6210\u4e0a\u4e0b\u6587\u7684\u5229\u7528\u7a0b\u5ea6\uff0c\u4ee5\u53ca\u652f\u6301\u7684\u8bed\u8a00\u6846\u67b6\u3002\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u4ece\u201c\u4ee3\u7801\u5ba1\u67e5\u201d\u5230\u201c\u53d1\u5e03\u6cbb\u7406\u201d\u7684\u6f14\u53d8\u7406\u5ff5\u3002\u7528\u6237\u80af\u5b9a\u5176\u5fc5\u8981\u6027\uff0c\u5e76\u8be2\u95ee\u80fd\u5426\u81ea\u5b9a\u4e49\u9488\u5bf9\u654f\u611f\u6a21\u5757\uff08\u5982\u8ba4\u8bc1\u3001\u652f\u4ed8\uff09\u7684\u5ba1\u6279\u7b56\u7565\uff0c\u5f97\u5230\u80af\u5b9a\u7b54\u590d\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 Guardian IDE\u7684\u4eae\u76f8\uff0c\u6298\u5c04\u51faAI\u8f85\u52a9\u7f16\u7a0b\u72c2\u98d9\u7a81\u8fdb\u540e\u4e00\u4e2a\u5fc5\u7136\u7684\u201c\u51b7\u9759\u671f\u201d\uff1a\u4ece\u8ffd\u6c42\u751f\u6210\u901f\u5ea6\uff0c\u8f6c\u5411\u6cbb\u7406\u751f\u6210\u7ed3\u679c\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u5c42\u9762\u7684\u4ee3\u7801\u626b\u63cf\uff0c\u800c\u5728\u4e8e\u5c06\u6a21\u7cca\u7684\u201c\u4eba\u5de5\u590d\u67e5\u201d\u8d23\u4efb\uff0c\u8f6c\u5316\u4e3a\u660e\u786e\u7684\u3001\u53ef\u5ba1\u8ba1\u7684\u201c\u53d1\u5e03\u63a7\u5236\u201d\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u6293\u4f4f\u4e86\u4e24\u4e2a\u5173\u952e\u7f1d\u9699\u5e02\u573a\uff1a\u4e00\u662f\u907f\u5f00\u4e86\u91cd\u578b\u7684\u3001\u9762\u5411\u90e8\u7f72\u540e\u7684\u4f01\u4e1a\u5b89\u5168\u65b9\u6848\uff0c\u9009\u62e9\u201c\u684c\u9762\u7aef\u201d\u548c\u201c\u53d1\u5e03\u524d\u201d\u8fd9\u4e2a\u66f4\u8f7b\u3001\u66f4\u65e9\u7684\u5207\u5165\u70b9\uff1b\u4e8c\u662f\u7cbe\u51c6\u670d\u52a1\u4e8e\u201c\u5c0f\u578b\u5de5\u7a0b\u56e2\u961f\u201d\uff0c\u4ed6\u4eec\u4eab\u53d7AI\u7684\u63d0\u6548\u7ea2\u5229\uff0c\u5374\u65e0\u529b\u6784\u5efa\u590d\u6742\u6d41\u7a0b\uff0c\u98ce\u9669\u655e\u53e3\u6700\u5927\u3002\u5176\u201c\u7b56\u7565\u9a71\u52a8\u201d\u4e0e\u201c\u5ba1\u6279\u8ddf\u8e2a\u201d\u7684\u8bbe\u8ba1\uff0c\u5b9e\u8d28\u662f\u5c06\u6700\u4f73\u5b9e\u8df5\uff08\u5982\u654f\u611f\u4ee3\u7801\u4eba\u5de5\u590d\u6838\uff09\u4ea7\u54c1\u5316\u3001\u81ea\u52a8\u5316\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5408\u89c4\u6027\u201c\u811a\u624b\u67b6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7b56\u7565\u5e93\u7684\u6df1\u5ea6\u4e0e\u51c6\u786e\u6027\uff0c\u5426\u5219\u6613\u6d41\u4e8e\u5f62\u5f0f\u3002\u5176\u6b21\uff0c\u5728\u201c\u672c\u5730\u4f18\u5148\u201d\u4e0e\u786e\u4fdd\u7b56\u7565\u5b9e\u65f6\u66f4\u65b0\u3001\u5171\u4eab\u4e4b\u95f4\u5b58\u5728\u5f20\u529b\u3002\u6700\u6839\u672c\u7684\u662f\uff0c\u5b83\u8bd5\u56fe\u5728\u5feb\u901f\u8fed\u4ee3\u7684\u654f\u6377\u6587\u5316\u4e0e\u5fc5\u8981\u7684\u7ba1\u63a7\u4e4b\u95f4\u5efa\u7acb\u5e73\u8861\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6587\u5316\u6539\u9020\u5de5\u5177\u3002\u82e5\u4ec5\u88ab\u5f53\u4f5c\u4e00\u9053\u53ef\u7ed5\u8fc7\u7684\u201c\u6d41\u7a0b\u969c\u788d\u201d\uff0c\u5176\u6548\u7528\u5c06\u5f52\u96f6\u3002\u56e0\u6b64\uff0c\u5b83\u7684\u6210\u529f\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u80fd\u529b\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u65e0\u7f1d\u878d\u5165\u5f00\u53d1\u5fc3\u6d41\uff0c\u6210\u4e3a\u201c\u4e0d\u5f97\u4e0d\u7528\u7684\u4fbf\u5229\u201d\uff0c\u800c\u975e\u201c\u4e0d\u5f97\u4e0d\u5e94\u4ed8\u7684\u9ebb\u70e6\u201d\u3002\u5f53\u524d\u6295\u7968\u6570\u4e0d\u9ad8\uff0c\u4e5f\u4fa7\u9762\u53cd\u6620\u4e86\u8ba9\u5f00\u53d1\u8005\u4e3b\u52a8\u4e3a\u201c\u7ba1\u63a7\u201d\u4e70\u5355\uff0c\u8fdc\u6bd4\u4e3a\u201c\u63d0\u6548\u201d\u4ed8\u8d39\u66f4\u5177\u6311\u6218\u6027\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\">Guardian IDE<\/span>\n <\/div>\n<div class=\"comment-content\">Guardian gives small engineering teams a desktop release gate for AI-generated code. It combines local code review, policy enforcement, release approvals, and updater-ready desktop delivery in one workflow, so teams can catch risky changes before they ship instead of after.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Do you also analyze prompt context and generation metadata etc or only the final code diff?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> <\/p>\n<p>Guardian is diff-first, but it can also use surrounding context when available, such as prompt context, approval history, and release metadata. The core decision is based on the final code change, with extra context used to make the review more accurate.<\/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\">We built Guardian because AI coding tools make teams faster, but they also make it easier to ship insecure, low-signal, or poorly reviewed changes. Most small teams do not have the time or process overhead for enterprise-style release controls, so we wanted a simpler approach: local-first code review, policy-based release gating, human approval for risky changes, and a desktop app that fits into an actual engineering workflow.<\/p>\n<p>While building this launch, the product evolved from \u201cAI critique for code changes\u201d into a fuller release control system. The biggest shift was treating AI output as something that needs governance, not just generation. That led us to add approval tracking, audit compatibility, updater signing, cross-platform desktop releases, and a workflow that keeps humans in control at the final release step.<\/p>\n<p>If you want, I can also give you:<\/p>\n<p>A shorter, sharper Product Hunt version<br \/>\nA more founder-style first comment<br \/>\nA more technical first comment for engineers<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Security in the IDE is where it should be caught – not after deployment. What languages and frameworks do you support? Would love to try 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sharmila_rangasamy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharmila_rangasamy<\/a> <br \/>Absolutely. Guardian is strongest today with modern web and desktop stacks like TypeScript\/JavaScript, React, Next.js, and Rust\/Tauri, and it also understands common config and security-sensitive files. The policy layer is framework-agnostic, so you can enforce rules like manual approval for auth, payment, or release-related changes. If you share your stack, I can tell you how well it\u2019s covered.<\/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 becoming more and more necessary. We use AI coding agents daily and the amount of code that gets generated without proper review is honestly scary. Can you define custom policies, like “never ship code that touches auth without a manual approval” or is it more of a general quality check?<\/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\/@ben_gend\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ben_gend<\/a> <\/p>\n<p>Yes. Guardian is policy-driven, not just a generic code quality check. You can define rules for sensitive areas like auth, payments, or infrastructure, and require manual approval before anything touching those parts ships.<\/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\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/T4BEH3JNADUJCK\" class=\"app-title\">SkiMap<\/a><\/p>\n<div class=\"one-liner\">Track your runs. Climb the leaderboards.<\/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\u4e13\u6ce8\u4e8e\u6ed1\u96ea\u8fd0\u52a8\u3001\u652f\u6301\u79bb\u7ebf\u4f7f\u7528\u76843D\u5730\u56fe\u5e94\u7528\uff0c\u901a\u8fc7\u7cbe\u51c6\u8bb0\u5f55\u6ed1\u884c\u8f68\u8ff9\u3001\u63d0\u4f9b\u6e05\u66703D\u5730\u56fe\u548c\u8da3\u5473\u6392\u884c\u699c\uff0c\u89e3\u51b3\u4e86\u6ed1\u96ea\u8005\u5728\u5c71\u533a\u9047\u5230\u7684GPS\u8986\u76d6\u5dee\u3001\u5e94\u7528\u8017\u7535\u5feb\u3001\u64cd\u4f5c\u590d\u6742\u7b49\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\/619ffb1f-96c3-439a-839a-b58ddf7a3730.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\/7068b2bd-a051-4de3-8f24-11f6b574793f.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\/f6e71bec-60e5-41b7-9ec6-4203648c6eaf.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\">Android<\/span><br \/>\n <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Snow sports<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6ed1\u96ea\u8fd0\u52a8<\/span><br \/>\n <span class=\"tag\">3D\u5730\u56fe<\/span><br \/>\n <span class=\"tag\">\u8f68\u8ff9\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u529f\u80fd<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u6392\u884c\u699c<\/span><br \/>\n <span class=\"tag\">\u6237\u5916\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5730\u7406\u4f4d\u7f6e\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u751f\u6d3b<\/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\u8986\u76d6\u5e7f\u3001\u5730\u56fe\u76f4\u89c2\u3001\u5b9e\u7528\u6027\u5f3a\u3002\u6838\u5fc3\u5efa\u8bae\/\u7591\u95ee\u96c6\u4e2d\u5728\uff1a\u80fd\u5426\u63d0\u4f9b\u70b9\u5bf9\u70b9\u8def\u7ebf\u5bfc\u822a\uff08\u5982\u7ed3\u5408\u7f06\u8f66\u548c\u96ea\u9053\uff09\uff1bGPS\u7cbe\u5ea6\u4e0e\u5168\u5929\u5019\u4f7f\u7528\u7684\u7535\u6c60\u7eed\u822a\u4f18\u5316\u65b9\u6848\uff1b\u4ee5\u53ca\u672a\u6765\u8fde\u63a5\u6ed1\u96ea\u8005\u7684\u793e\u4ea4\u529f\u80fd\u671f\u5f85\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 SkiMap\u5207\u5165\u7684\u662f\u4e00\u4e2a\u5178\u578b\u201c\u573a\u666f\u5de5\u5177\u201d\u5e02\u573a\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u6700\u4f73\u8986\u76d6\u201d\u3001\u201c\u6e05\u6d013D\u5730\u56fe\u201d\u548c\u201c\u79bb\u7ebf\u5de5\u4f5c\u201d\u76f4\u6307\u5f53\u524d\u6ed1\u96ea\u5e94\u7528\u7684\u6838\u5fc3\u69fd\u70b9\uff1a\u4fe1\u53f7\u4f9d\u8d56\u3001\u4f53\u9a8c\u5272\u88c2\u548c\u529f\u8017\u7126\u8651\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5bf9\u5176\u57fa\u7840\u5de5\u5177\u4ef7\u503c\uff08\u4e8b\u524d\u89c4\u5212\u3001\u4e8b\u540e\u56de\u987e\uff09\u5df2\u6709\u8ba4\u53ef\uff0c\u4f46\u4ea7\u54c1\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u4e0e\u6311\u6218\u4e5f\u540c\u65f6\u6d6e\u73b0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u5806\u780c\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u6ed1\u96ea\u8fd0\u52a8\u7684\u6570\u636e\u5c42\u201d\u30023D\u5730\u56fe\u4e0e\u8f68\u8ff9\u8bb0\u5f55\u662f\u6570\u636e\u91c7\u96c6\u7aef\uff0c\u6392\u884c\u699c\u662f\u6570\u636e\u6fc0\u52b1\u5c42\uff0c\u800c\u79bb\u7ebf\u80fd\u529b\u5219\u662f\u786e\u4fdd\u6570\u636e\u4e0d\u65ad\u6d41\u7684\u57fa\u5efa\u3002\u7136\u800c\uff0c\u7528\u6237\u5173\u4e8e\u201c\u70b9\u5bf9\u70b9\u5bfc\u822a\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u523a\u4e2d\u4e86\u6ed1\u96ea\u6570\u5b57\u5316\u6700\u6df1\u7684\u6c34\u4e0b\u51b0\u5c71\uff1a\u6ed1\u96ea\u573a\u57df\u5e76\u975e\u6807\u51c6\u9053\u8def\u7f51\uff0c\u7f06\u8f66\u4e0e\u96ea\u9053\u662f\u6a21\u7cca\u8fde\u63a5\u7684\u975e\u6807\u8282\u70b9\uff0c\u8fd9\u5bfc\u81f4\u901a\u7528\u7684\u8def\u5f84\u89c4\u5212\u7b97\u6cd5\u51e0\u4e4e\u5931\u6548\u3002\u5f00\u53d1\u8005\u7684\u56de\u590d\u5766\u8bda\u4e86\u5176\u590d\u6742\u6027\uff0c\u4e5f\u6697\u793a\u4e86\u5176\u6f5c\u5728\u91ce\u5fc3\u2014\u2014\u82e5\u80fd\u901a\u8fc7\u7b97\u6cd5+\u4f17\u5305\u7b49\u65b9\u5f0f\u7834\u89e3\u6b64\u96be\u9898\uff0c\u5c06\u80fd\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u5b9e\u65f6\u5bfc\u5f15\u5e73\u53f0\u201d\uff0c\u4ef7\u503c\u500d\u589e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u7280\u5229\u70b9\u5728\u4e8e\u7535\u6c60\u4f18\u5316\u3002\u5f00\u53d1\u8005\u63d0\u53ca\u7684\u201c\u81ea\u9002\u5e94\u9891\u7387\u4e0e\u6570\u636e\u5e73\u6ed1\u201d\u662f\u52a1\u5b9e\u7b56\u7565\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u7cbe\u5ea6\u4e0e\u529f\u8017\u95f4\u8d70\u94a2\u4e1d\u3002\u5728\u4e25\u5bd2\u8017\u7535\u66f4\u5feb\u7684\u6781\u7aef\u73af\u5883\u4e0b\uff0c\u5176\u6280\u672f\u65b9\u6848\u7684\u9c81\u68d2\u6027\u4ecd\u9700\u5927\u89c4\u6a21\u5b9e\u5730\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cSkiMap\u4ea7\u54c1\u601d\u8def\u6e05\u6670\uff0c\u6293\u4f4f\u4e86\u73b0\u6709\u75db\u70b9\u3002\u4f46\u5176\u957f\u671f\u4ef7\u503c\u53d6\u51b3\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u5728\u975e\u6807\u5730\u7406\u7a7a\u95f4\u5185\u5b9e\u73b0\u53ef\u9760\u5bfc\u822a\u7684\u6280\u672f\u6216\u6570\u636e\u58c1\u5792\u80fd\u7b51\u591a\u9ad8\uff1b\u4e8c\u662f\u5176\u201c\u6392\u884c\u699c\u201d\u6240\u4ee3\u8868\u7684\u8f7b\u5ea6\u793e\u4ea4\uff0c\u80fd\u5426\u5f62\u6210\u96ea\u53cb\u95f4\u7684\u7c98\u6027\u95ed\u73af\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5355\u6b21\u6ed1\u96ea\u7684\u6570\u636e\u7eaa\u5ff5\u54c1\u3002\u5b83\u76ee\u524d\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u5782\u76f4\u5de5\u5177\uff0c\u4f46\u79bb\u6210\u4e3a\u4e00\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u6ed1\u96ea\u751f\u6001\u5165\u53e3\uff0c\u8fd8\u6709\u6700\u8270\u96be\u7684\u51e0\u6b65\u9700\u8981\u8de8\u8d8a\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\">SkiMap<\/span>\n <\/div>\n<div class=\"comment-content\">Track your ski runs, see them in 3D, and compete on leaderboards. Works offline.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone,<\/p>\n<p>me, Alberto and Ciccio (Francesco) just built skimap. \u26f7\ufe0f<\/p>\n<p>We found that current apps have some problems: bad coverage, drained battery\ud83e\udeab, and too complex.<\/p>\n<p>so we built our own:<\/p>\n<p>1. best coverage<br \/>\n2. clean 3D map \ud83c\udfd4\ufe0f<br \/>\n3. fun (leaderboards) \ud83c\udfc6<br \/>\n4. works offline \ud83d\udcf6\u26d4<\/p>\n<p>If you ski, I\u2019d really love to hear what you think so we can improve!<\/p>\n<p>Thanks for checking it out! \ud83e\udd19\ud83c\udffb<\/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>It helps not only on the day but also to familiarize with new resort before getting there. It\u2019s a one stop shop for this activity: usual maps are often hard to read<\/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>Sick!<\/p>\n<p>would be sick then connect skiers\ud83e\udef6<\/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>Best app ever. Been using it these days in Livigno and it\u2019s awesome. <\/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>I am snowboarding for too many years and tried different kind of apps.<br \/>My question is: why there is no app yet that shows my directions how to get from location X -> to location Y? Like, take ski lift X1, X2, go down slope A and take cabin X3.<\/p>\n<p>Looking at your app I am not sure if you actually load real map or ski lifts, but I’m curios 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@paul_boldijar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@paul_boldijar<\/a> <\/p>\n<p>The main issue is that ski resorts don\u2019t behave like normal maps. lifts and slopes don\u2019t start and end at the exact same points, and connections between them are often ambiguous.<\/p>\n<\/p>\n<p>for example, a lift might drop you \u201cnear\u201d the start of multiple slopes, but not exactly on any of them, and small differences in terrain or direction can completely change where you can actually go.<\/p>\n<\/p>\n<p>so building reliable directions like \u201ctake lift X \u2192 slope A \u2192 lift B\u201d is much harder than it looks, because the system isn\u2019t a clean graph like roads.<\/p>\n<\/p>\n<p>we\u2019re still trying to build it though, in a way that doesn\u2019t require mapping everything manually (hard but maybe possible)<\/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>How are you handling GPS accuracy and battery usage, especially when tracking all day on the mountain?<\/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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> <\/p>\n<p>Thanks for the question!<\/p>\n<\/p>\n<p>so, we don\u2019t track at a constant high frequency, we adapt based on movement and then smooth the data instead of relying on raw GPS points. for accuracy we also do some map matching so runs align better with actual slopes.<\/p>\n<\/p>\n<p>on battery, we have a few small tricks that help a lot. nothing crazy, but surprisingly a lot of big apps don\u2019t do them. dm me if you want i can share them \ud83d\ude42<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51be6b07-6d08-412f-9ce0-e2a8a086f8b5.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<\/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\/QRLA3XGVKSO3UE\" class=\"app-title\">AgentPack Chrome Extension<\/a><\/p>\n<div class=\"one-liner\">Custom AI agents, one click away on any webpage<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">14<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eChrome\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u53ef\u5c06\u7528\u6237\u5b9a\u5236\u7684AI\u667a\u80fd\u4f53\u548c\u5de5\u4f5c\u6d41\u5d4c\u5165\u6d4f\u89c8\u5668\u4fa7\u8fb9\u680f\uff0c\u8ba9\u4e13\u4e1a\u4eba\u58eb\u5728\u4efb\u610f\u7f51\u9875\u4e00\u952e\u8c03\u7528\u5176\u4e13\u5c5e\u65b9\u6cd5\u8bba\uff0c\u89e3\u51b3\u4e86AI\u5de5\u5177\u4e0e\u5de5\u4f5c\u6d41\u8131\u79bb\u6d4f\u89c8\u573a\u666f\u3001\u5207\u6362\u7e41\u7410\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\/1a401a27-418a-4362-9807-58889a73b88c.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\/4b4c747b-47ab-40a9-8c2d-3a19a7d746a8.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\/412fc060-fefa-4501-8474-42a69826d168.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\/6b44d78b-41a0-4071-bd0d-a526824c3868.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\/420b3cec-dba8-4b04-b91f-f38fd0120230.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\/c7d72644-2308-4211-b6e2-5a30572e62f2.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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u4fa7\u8fb9\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Chrome\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u4e13\u5bb6\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u65e0\u4e0a\u4e0b\u6587\u5207\u6362<\/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\u521b\u59cb\u4eba\u7684\u53d1\u5e03\u8bc4\u8bba\uff0c\u65e8\u5728\u4ecb\u7ecd\u4ea7\u54c1\u80cc\u666f\u4e0e\u6838\u5fc3\u529f\u80fd\uff0c\u5e76\u5f15\u5bfc\u7528\u6237\u53cd\u9988\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u4f7f\u7528\u53cd\u9988\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 AgentPack\u7684\u672c\u8d28\uff0c\u662f\u8bd5\u56fe\u5c06\u201cAI\u5373\u670d\u52a1\u201d\u4ece\u72ec\u7acb\u7684\u7f51\u7ad9\u6216\u5e94\u7528\uff0c\u964d\u7ef4\u6210\u6d4f\u89c8\u5668\u73af\u5883\u4e2d\u7684\u4e00\u4e2a\u201c\u57fa\u7840\u8bbe\u65bd\u5c42\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9AI\u5de5\u5177\u4f7f\u7528\u8303\u5f0f\u7684\u573a\u666f\u91cd\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u5173\u952e\u77db\u76fe\uff1a\u7528\u6237\u5728MindPal\u7b49\u5e73\u53f0\u4e0a\u7cbe\u5fc3\u6784\u5efa\u7684\u3001\u4ee3\u8868\u5176\u4e13\u4e1a\u65b9\u6cd5\u8bba\u7684\u5de5\u4f5c\u6d41\uff0c\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\u5374\u56e0\u9700\u8981\u5207\u6362\u6807\u7b7e\u6216\u5e94\u7528\u800c\u88ab\u5272\u88c2\uff0c\u5bfc\u81f4\u201c\u5de5\u5177\u5f52\u5de5\u5177\uff0c\u5de5\u4f5c\u5f52\u5de5\u4f5c\u201d\u3002AgentPack\u901a\u8fc7\u4fa7\u8fb9\u680f\u96c6\u6210\u548c\u5168\u5c40\u5feb\u6377\u952e\uff0c\u5c06\u4e13\u7528AI\u5de5\u5177\u4ece\u201c\u76ee\u7684\u5730\u201d\u53d8\u4e3a\u968f\u624b\u53ef\u53ca\u7684\u201c\u73af\u5883\u201d\uff0c\u65e8\u5728\u5b9e\u73b0\u771f\u6b63\u7684\u201c\u5de5\u4f5c\u6d41\u5185\u5d4c\u201d\uff0c\u51cf\u5c11\u8ba4\u77e5\u4e0e\u64cd\u4f5c\u65ad\u5c42\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\u5b83\u91cd\u5ea6\u4f9d\u8d56\u6bcd\u5e73\u53f0MindPal\u7684\u751f\u6001\uff0c\u81ea\u8eab\u66f4\u50cf\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u201c\u542f\u52a8\u5668\u201d\uff0c\u5176\u72ec\u7acb\u4ef7\u503c\u4e0e\u7528\u6237\u7ed1\u5b9a\u6df1\u5ea6\u6210\u6b63\u6bd4\u3002\u5176\u6b21\uff0c\u5c06\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u538b\u7f29\u8fdb\u4fa7\u8fb9\u680f\uff0c\u5bf9\u4ea4\u4e92\u8bbe\u8ba1\u548c\u4fe1\u606f\u5bc6\u5ea6\u662f\u5de8\u5927\u8003\u9a8c\uff0c\u53ef\u80fd\u727a\u7272\u590d\u6742\u4efb\u52a1\u7684\u6c89\u6d78\u611f\u3002\u6700\u540e\uff0c\u5176\u76ee\u6807\u7528\u6237\uff08\u987e\u95ee\u3001\u6559\u7ec3\u7b49\uff09\u7684\u9700\u6c42\u9ad8\u5ea6\u975e\u6807\uff0c\u4e00\u4e2a\u4fa7\u8fb9\u680f\u5de5\u5177\u80fd\u5426\u627f\u8f7d\u5176\u65b9\u6cd5\u8bba\u7684\u5168\u90e8\u7cbe\u9ad3\uff0c\u4ecd\u9700\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u96f6\u771f\u5b9e\u7528\u6237\u53cd\u9988\u7684\u72b6\u6001\uff0c\u4f7f\u5176\u66f4\u50cf\u4e00\u4e2a\u201c\u6280\u672f\u613f\u666f\u5c55\u793a\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u5b89\u88c5\u91cf\uff0c\u800c\u53d6\u51b3\u4e8e\u6709\u591a\u5c11\u4e13\u4e1a\u7528\u6237\u613f\u610f\u5c06\u5176\u6838\u5fc3\u5de5\u4f5c\u6d41\u201c\u6258\u7ba1\u201d\u4e8e\u6b64\uff0c\u5e76\u5f62\u6210\u65b0\u7684\u808c\u8089\u8bb0\u5fc6\u3002\u5b83\u662f\u5728\u8d4c\u4e00\u4e2a\u672a\u6765\uff1a\u6d4f\u89c8\u5668\u4fa7\u8fb9\u680f\u5c06\u6210\u4e3a\u7ee7\u64cd\u4f5c\u7cfb\u7edf\u684c\u9762\u3001\u79fb\u52a8\u8bbe\u5907\u4e3b\u5c4f\u4e4b\u540e\uff0c\u4e0b\u4e00\u4e2a\u9ad8\u9891\u4e13\u4e1a\u5de5\u5177\u7684\u5165\u53e3\u4e89\u593a\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\">AgentPack Chrome Extension<\/span>\n <\/div>\n<div class=\"comment-content\">AgentPack brings your custom AI agents and multi-agent workflows into a browser sidebar. Build AI tools trained on your expertise, then access them from any tab with one click or Ctrl+Shift+P. Pin multiple agents as tabs. Switch between agents and workflows. For consultants, coaches, marketers, and knowledge pros who want their methodology available everywhere they browse.<\/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’m Sylvia, co-founder of MindPal. We’ve been building MindPal to help experts turn their methodologies into AI agents and multi-agent workflows \u2014 trusted by 50,000+ businesses so far.<\/p>\n<p>One thing we kept hearing from users: “I built amazing AI tools on MindPal, but I have to keep a tab open or bookmark them. I wish they were just… there, wherever I’m working.”<\/p>\n<p>That’s why we built AgentPack – a Chrome extension that puts your custom AI agents right in your browser sidebar.<\/p>\n<p>Here’s what it does:<\/p>\n<p>\u2705 Open your AI tools in a sidebar without leaving the page you’re on<br \/>\n\u2705 Pin multiple agents and workflows as tabs, switch between them instantly<br \/>\n\u2705 Add published tools with one click from MindPal, or paste any tool URL<br \/>\n\u2705 Ctrl+Shift+P (Cmd+Shift+P on Mac) to summon your agents from anywhere<br \/>\n\u2705 Light and dark mode, works with both chatbot agents and multi-agent workflows<\/p>\n<p>If you’re a consultant, coach, educator, or marketer who has repeatable frameworks \u2014 you can now build them once on MindPal and carry them everywhere in your browser.<\/p>\n<p>We’d love your feedback! What kind of AI agents would you want in your sidebar? \ud83d\udc47<\/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<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\/TFFSTPDXGVDIYU\" class=\"app-title\">App Vulture<\/a><\/p>\n<div class=\"one-liner\">Find app market gaps through user reviews<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>App Vulture\u5229\u7528AI\u5206\u6790\u6d77\u91cf\u5e94\u7528\u5546\u5e97\u8bc4\u8bba\uff0c\u4e3a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u63ed\u793a\u7528\u6237\u62b1\u6028\u4e0e\u529f\u80fd\u9700\u6c42\uff0c\u5728\u4f4e\u6210\u672c\u9a8c\u8bc1\u5e94\u7528\u521b\u610f\u4e0e\u5bfb\u627e\u5e02\u573a\u7f3a\u53e3\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u5e02\u573a\u60c5\u62a5\u5de5\u5177\u6602\u8d35\u4e14\u4fe1\u606f\u7e41\u6742\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\/c429bfff-6c02-4ab2-b408-be25b40954e8.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\/7181f16b-98b8-4baf-a703-8012e4643560.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\/55349005-fc33-42ff-8e6a-25a10360007c.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\/a8d3f8f0-abee-4724-9245-1f34132a7f44.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\/5bb9d0f5-03ef-42dd-a320-2006e6823f76.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\">Analytics<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">SEO<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5e94\u7528\u5e02\u573a\u5206\u6790<\/span><br \/>\n <span class=\"tag\">ASO\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7ade\u54c1\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u8bc4\u8bba\u6316\u6398<\/span><br \/>\n <span class=\"tag\">AI\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u7f3a\u53e3\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528\u60c5\u62a5<\/span><br \/>\n <span class=\"tag\">\u5173\u952e\u8bcd\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u4e0b\u8f7d\u91cf\u9884\u4f30<\/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>\u521b\u59cb\u4eba\u81ea\u8ff0\u56e0\u201c\u5206\u6790\u762b\u75ea\u201d\u800c\u5f00\u53d1\u6b64\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5e02\u573a\u60c5\u62a5\u5de5\u5177\u4ef7\u683c\u9ad8\u6602\u7684\u75db\u70b9\u3002\u7528\u6237\u8bc4\u8bba\u9ad8\u5ea6\u8ba4\u540c\u4ece\u8d1f\u9762\u8bc4\u8bba\u4e2d\u6316\u6398\u201c\u91d1\u77ff\u201d\u7684\u4ef7\u503c\uff0c\u5e76\u8d5e\u8d4f\u5176\u81ea\u52a8\u5316\u5904\u7406\u6d77\u91cf\u8bc4\u8bba\u7684\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 App Vulture\u7684\u6838\u5fc3\u53d9\u4e8b\u2014\u2014\u4ece\u7ade\u54c1\u7528\u6237\u7684\u62b1\u6028\u4e2d\u5bfb\u627e\u521b\u4e1a\u673a\u4f1a\u2014\u2014\u542c\u8d77\u6765\u6781\u5177\u8bf1\u60d1\u529b\uff0c\u5b83\u8bd5\u56fe\u5c06\u201c\u503e\u542c\u7528\u6237\u58f0\u97f3\u201d\u8fd9\u4e00\u53e4\u8001\u5546\u4e1a\u667a\u6167\uff0c\u5305\u88c5\u6210\u4e00\u4e2a\u53ef\u89c4\u6a21\u5316\u7684AI\u6570\u636e\u4ea7\u54c1\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u8bc4\u8bba\u60c5\u611f\u5206\u6790\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u201c\u9700\u6c42\u4fe1\u53f7\u8fc7\u6ee4\u5668\u201d\uff0c\u8bd5\u56fe\u5728\u5608\u6742\u7684\u3001\u975e\u7ed3\u6784\u5316\u7684UGC\u4e2d\uff0c\u4e3a\u8d44\u6e90\u6709\u9650\u7684\u5f00\u53d1\u8005\u63d0\u70bc\u51fa\u53ef\u884c\u52a8\u7684\u3001\u5177\u6709\u5546\u4e1a\u6f5c\u529b\u7684\u6d1e\u5bdf\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\u4ece\u201c\u8bc4\u8bba\u201d\u5230\u201c\u53ef\u6784\u5efa\u4ea7\u54c1\u201d\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u7684\u903b\u8f91\u9e3f\u6c9f\u3002\u7528\u6237\u7684\u62b1\u6028\u5f80\u5f80\u662f\u5177\u4f53\u3001\u611f\u6027\u4e14\u8131\u79bb\u6280\u672f\u53ef\u884c\u6027\u4e0e\u5546\u4e1a\u6210\u672c\u7684\uff0cAI\u80fd\u5426\u51c6\u786e\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u533a\u5206\u8fb9\u7f18\u9700\u6c42\u4e0e\u6838\u5fc3\u75db\u70b9\uff0c\u5e76\u907f\u514d\u88ab\u865a\u5047\u6216\u6076\u610f\u8bc4\u8bba\u8bef\u5bfc\uff0c\u662f\u4ea7\u54c1\u6709\u6548\u6027\u7684\u5173\u952e\u3002\u5176\u6b21\uff0c\u5176\u529f\u80fd\u5df2\u4ece\u6700\u521d\u7684\u8bc4\u8bba\u5206\u6790\u6269\u5c55\u81f3ASO\u5168\u6808\u5e73\u53f0\uff0c\u8fd9\u56fa\u7136\u589e\u52a0\u4e86\u5de5\u5177\u7c98\u6027\uff0c\u4f46\u4e5f\u53ef\u80fd\u6a21\u7cca\u4e86\u5176\u6700\u7280\u5229\u7684\u4ef7\u503c\u4e3b\u5f20\uff0c\u9677\u5165\u4e0e\u66f4\u6210\u719f\u3001\u6570\u636e\u6e90\u66f4\u5e7f\u7684ASO\u5de5\u5177\u7684\u540c\u8d28\u5316\u7ade\u4e89\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6700\u5927\u7684\u8d4c\u6ce8\u5728\u4e8e\u5176\u5b9a\u4ef7\u7b56\u7565\u2014\u2014\u201c\u4f01\u4e1a\u7ea7\u60c5\u62a5\uff0c\u72ec\u7acb\u5f00\u53d1\u8005\u4ef7\u683c\u201d\u3002\u8fd9\u4e00\u5b9a\u4f4d\u5207\u4e2d\u4e86\u957f\u5c3e\u5e02\u573a\u7684\u771f\u5b9e\u75db\u70b9\uff0c\u4f46\u80fd\u5426\u5efa\u7acb\u53ef\u6301\u7eed\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u53d6\u51b3\u4e8e\u5176\u6570\u636e\u7ef4\u5ea6\u7684\u6df1\u5ea6\u4e0e\u6d1e\u5bdf\u7684\u7cbe\u51c6\u5ea6\u662f\u5426\u771f\u7684\u80fd\u6784\u6210\u201c\u5c0f\u800c\u7f8e\u201d\u7684\u58c1\u5792\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u66f4\u82b1\u54e8\u7684\u201c\u6570\u636e\u5b89\u6170\u5242\u201d\uff0c\u800c\u975e\u771f\u6b63\u964d\u4f4e\u521b\u4e1a\u98ce\u9669\u7684\u51b3\u7b56\u5de5\u5177\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8eAI\u6a21\u578b\u5bf9\u201c\u5e02\u573a\u7f3a\u53e3\u201d\u7684\u5b9a\u4e49\u80fd\u529b\uff0c\u800c\u975e\u5355\u7eaf\u7684\u6570\u636e\u5806\u780c\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\">App Vulture<\/span>\n <\/div>\n<div class=\"comment-content\">Your competitors’ users are telling you exactly what to build, in their reviews. AppVulture uses AI to analyze reviews across thousands of iOS and Google Play apps, surfacing the complaints and feature requests competitors miss. Plus competitor keyword analysis, rank tracking, download & revenue estimates, and ASO keyword research, all in one tool.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey! I’m Bruce, a data nerd with analysis paralysis who couldn’t pick an app idea without hard metrics to back it up.<\/p>\n<p>The problem: every market intelligence tool that could tell me what users actually wanted was hundreds to thousands of dollars per month. That’s a non-starter when you’re still validating whether an idea is worth building.<\/p>\n<p>So I built my own. App Vulture uses AI to analyze reviews across thousands of apps, surfacing the complaints and feature requests competitors miss, the market gaps hiding in plain sight.<\/p>\n<p>What started as a review analysis tool grew into a full ASO research platform: competitor keyword spy, rank tracking, keyword research, and download\/revenue estimates.<\/p>\n<p>The goal: enterprise-grade app intelligence, priced for indie devs and small teams.<\/p>\n<p>Would love your feedback, what features would make this most useful for your workflow?<\/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\/@bruce_garro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bruce_garro<\/a> it\u2019s crazy how much gold is hidden in negative reviews. people literally tell you what they\u2019ll pay for, but nobody has time to read 5,000 comments manually. love that this automates that.<br \/>Looks good ..<\/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<\/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\/NO3THZXFJKVFVQ\" class=\"app-title\">UseArticle<\/a><\/p>\n<div class=\"one-liner\">Build Profitable Affiliate Sites in 3 Minutes with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>UseArticle\u5229\u7528AI\u6280\u672f\uff0c\u8ba9\u7528\u6237\u57283\u5206\u949f\u5185\u901a\u8fc7\u63cf\u8ff0\u5229\u57fa\u5e02\u573a\uff0c\u5373\u53ef\u81ea\u52a8\u751f\u6210\u5305\u542b\u4ea7\u54c1\u3001SEO\u4f18\u5316\u5185\u5bb9\u548c\u4e13\u4e1a\u8bbe\u8ba1\u7684\u5b8c\u6574\u8054\u76df\u8425\u9500\u7f51\u7ad9\uff0c\u89e3\u51b3\u4e86\u65b0\u624b\u642d\u5efa\u548c\u8fd0\u8425\u8054\u76df\u8425\u9500\u7f51\u7ad9\u95e8\u69db\u9ad8\u3001\u8017\u65f6\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\/c4a2644c-6927-4699-b244-f2172c88b8bf.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\/8224e71e-1ba6-4530-8c6f-2e4f21b0f8fc.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\/12604870-d4d3-4a8c-b472-835eaf9bbab4.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\/852406ea-bdef-4d16-96ca-6a5dbef2d8df.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\">Marketing<\/span><br \/>\n <span class=\"tag\">SEO<\/span><br \/>\n <span class=\"tag\">Affiliate marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5efa\u7ad9<\/span><br \/>\n <span class=\"tag\">\u8054\u76df\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5229\u57fa\u7f51\u7ad9<\/span><br \/>\n <span class=\"tag\">\u88ab\u52a8\u6536\u5165<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5f00\u53d1<\/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>\u6709\u6548\u8bc4\u8bba\u6765\u81ea\u521b\u59cb\u4eba\uff0c\u9610\u8ff0\u4ea7\u54c1\u4ece\u7b80\u6613\u535a\u5ba2\u5de5\u5177\u8fed\u4ee3\u4e3aAI\u9a71\u52a8\u7684\u8054\u76df\u8425\u9500\u5e73\u53f0\u7684\u53d1\u5c55\u5386\u7a0b\uff0c\u5f3a\u8c03\u5176\u5feb\u901f\u5efa\u7ad9\u3001SEO\u4f18\u5316\u548c\u514d\u8d39\u4f7f\u7528\u7684\u6838\u5fc3\u5356\u70b9\uff0c\u5c5e\u4e8e\u4ea7\u54c1\u5ba3\u4f20\u800c\u975e\u7528\u6237\u53cd\u9988\uff0c\u6682\u65e0\u771f\u5b9e\u7528\u6237\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 UseArticle\u5ba3\u79f0\u7684\u201c3\u5206\u949f\u751f\u6210\u76c8\u5229\u6027\u8054\u76df\u7f51\u7ad9\u201d\u76f4\u51fb\u4e86\u4e2d\u5c0f\u521b\u4e1a\u8005\u53ca\u5185\u5bb9\u521b\u4f5c\u8005\u6e34\u671b\u4f4e\u95e8\u69db\u3001\u81ea\u52a8\u5316\u5f00\u542f\u88ab\u52a8\u6536\u5165\u6d41\u7684\u6838\u5fc3\u7126\u8651\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u5728\u4e8e\u5c06\u5e02\u573a\u7814\u7a76\u3001\u5185\u5bb9\u751f\u4ea7\u3001\u7f51\u7ad9\u8bbe\u8ba1\u548cSEO\u4f18\u5316\u7b49\u591a\u4e2a\u590d\u6742\u73af\u8282\u538b\u7f29\u4e3a\u4e00\u952e\u5f0f\u7684AI\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u5546\u54c1\u5316\u8054\u76df\u8425\u9500\u7684\u521d\u59cb\u57fa\u5efa\u8fc7\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u627f\u8bfa\u4e0b\u6f5c\u85cf\u7740\u591a\u91cd\u6df1\u5c42\u6311\u6218\u3002\u9996\u5148\uff0c\u8054\u76df\u8425\u9500\u7684\u6210\u529f\u5173\u952e\u8fdc\u975e\u4e00\u4e2a\u201cSEO\u4f18\u5316\u201d\u7684\u7f51\u7ad9\u6a21\u677f\uff0c\u800c\u5728\u4e8e\u6301\u7eed\u7684\u5185\u5bb9\u7b56\u7565\u3001\u6d41\u91cf\u83b7\u53d6\u3001\u7528\u6237\u4fe1\u4efb\u6784\u5efa\u548c\u7cbe\u7ec6\u8fd0\u8425\uff0cAI\u76ee\u524d\u96be\u4ee5\u66ff\u4ee3\u8fd9\u4e9b\u9700\u8981\u4eba\u6027\u6d1e\u5bdf\u548c\u957f\u671f\u6295\u5165\u7684\u73af\u8282\u3002\u4ea7\u54c1\u5c06\u201c\u5efa\u7ad9\u201d\u7b49\u540c\u4e8e\u201c\u76c8\u5229\u201d\uff0c\u5b58\u5728\u8fc7\u5ea6\u7b80\u5316\u5e02\u573a\u590d\u6742\u6027\u7684\u98ce\u9669\uff0c\u6613\u8ba9\u65b0\u624b\u4ea7\u751f\u4e0d\u5207\u5b9e\u9645\u7684\u9884\u671f\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u4ea7\u54c1\u4ecd\u5904\u4e8e\u7531\u521b\u59cb\u4eba\u4e3b\u5bfc\u53d1\u58f0\u7684\u9636\u6bb5\uff0c\u7f3a\u4e4f\u771f\u5b9e\u7528\u6237\u7684\u6210\u529f\u6848\u4f8b\u4e0e\u6570\u636e\u4f50\u8bc1\uff0c\u5176\u5b9e\u9645\u8f6c\u5316\u6548\u679c\u5b58\u7591\u3002\u6700\u540e\uff0c\u8be5\u9886\u57df\u7ade\u4e89\u5df2\u767d\u70ed\u5316\uff0c\u4ece\u901a\u7528\u5efa\u7ad9\u5e73\u53f0\u5230\u5782\u76f4SaaS\u5de5\u5177\uff0c\u90fd\u5728\u96c6\u6210\u7c7b\u4f3c\u529f\u80fd\uff0c\u5176\u6280\u672f\u58c1\u5792\u4e0e\u957f\u671f\u5dee\u5f02\u6027\u5e76\u4e0d\u660e\u663e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u6216\u8bb8\u5728\u4e8e\u4e3a\u5b8c\u5168\u96f6\u57fa\u7840\u7684\u63a2\u7d22\u8005\u63d0\u4f9b\u4e00\u4e2a\u6781\u4f4e\u7684\u8bd5\u9519\u8d77\u70b9\u548c\u76f4\u89c2\u6f14\u793a\uff0c\u4f46\u5176\u5b9a\u4f4d\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u201c\u9ad8\u7ea7\u539f\u578b\u751f\u6210\u5668\u201d\uff0c\u800c\u975e\u771f\u6b63\u7684\u76c8\u5229\u4fdd\u969c\u3002\u82e5\u4e0d\u80fd\u5728\u540e\u671f\u7684\u6d41\u91cf\u3001\u5185\u5bb9\u8fed\u4ee3\u4e0e\u6570\u636e\u5206\u6790\u5de5\u5177\u4e0a\u6784\u5efa\u62a4\u57ce\u6cb3\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u53e6\u4e00\u4e2a\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\u6619\u82b1\u4e00\u73b0\u7684\u201c\u5feb\u6377\u5de5\u5177\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\">UseArticle<\/span>\n <\/div>\n<div class=\"comment-content\">Just describe your niche. AI creates a complete affiliate website with products, SEO-optimized content, and professional design. Or browse 100+ curated affiliate programs and start building in one click.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey,<\/p>\n<p>I am the Maker of UseArticle. I launched UseArticle 2 years ago. At that time, UseArticle was a simple blog builder website without any AI elements.<\/p>\n<p>After multiple rounds of iterations, UseArticle is now a brand new platform for Affiliate Marketers or anyone who is going into Affiliate Marketing to earn commissions.<\/p>\n<p>Now UseArticle can build your Affiliate Website, add products you want to promote, and launch a website with optimised SEO in under 3 minutes.<\/p>\n<p>Give UseArticle a try. It’s free! <\/p>\n<p>– Manoj<\/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<\/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\/QGGGNIXR27QXXY\" class=\"app-title\">Scaloom<\/a><\/p>\n<div class=\"one-liner\">Reddit Marketing Automation With Human In The Loop<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Scaloom\u662f\u4e00\u6b3e\u4ee5\u201c\u4eba\u5728\u56de\u8def\u201d\u4e3a\u7279\u8272\u7684Reddit\u8425\u9500\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u901a\u8fc7AI\u751f\u6210\u6bcf\u5468\u53d1\u5e16\u8ba1\u5212\u5e76\u9700\u4eba\u5de5\u4e00\u952e\u6279\u51c6\uff0c\u65e8\u5728\u89e3\u51b3\u4f01\u4e1a\u5728Reddit\u4e0a\u8fdb\u884c\u957f\u671f\u3001\u5408\u89c4\u4e14\u6709\u6548\u7684\u793e\u7fa4\u8425\u9500\u65f6\u6240\u9700\u6295\u5165\u7684\u5927\u91cf\u65f6\u95f4\u4e0e\u7cbe\u529b\u75db\u70b9\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\/7afdd015-16e7-427c-917a-5a9d63939b7d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/-oUOVGqQzec\"><source src=\"https:\/\/youtu.be\/-oUOVGqQzec\" 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\/096bcda4-58ac-4ce8-90bd-ec764da1bafb.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\/56260521-6c7b-4e1f-a07c-33182b5a4853.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\/78aad64a-b40e-4a5e-b9f6-7fe7e840d9d2.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\/83484075-4ed3-495b-bb43-1e1c6cb5e9e2.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\">Social Network<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Reddit\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4eba\u5728\u56de\u8def<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u5185\u5bb9\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u8d26\u53f7\u517b\u53f7<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u589e\u957f<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u5ba1\u6279<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u6548\u7387\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>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u6765\u81ea\u5f00\u53d1\u56e2\u961f\u7684\u5b98\u65b9\u8bc4\u8bba\uff0c\u9610\u8ff0\u4e86\u4ea7\u54c1\u6784\u5efa\u521d\u8877\uff08\u89e3\u51b3Reddit\u8425\u9500\u8017\u65f6\u3001\u9700\u6301\u7eed\u6027\u95ee\u9898\uff09\u5e76\u8be6\u7ec6\u8bf4\u660e\u4e86\u6838\u5fc3\u529f\u80fd\u4e0e\u201c\u4eba\u5de5\u6700\u7ec8\u63a7\u5236\u201d\u7684\u8bbe\u8ba1\u7406\u5ff5\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u95ee\u9898\u6216\u5efa\u8bae\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 Scaloom\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5999\u800c\u68d8\u624b\u7684\u5e02\u573a\u7f1d\u9699\uff1aReddit\u8425\u9500\u7684\u89c4\u6a21\u5316\u4e0e\u793e\u533a\u6587\u5316\u539f\u771f\u6027\u4e4b\u95f4\u7684\u56fa\u6709\u77db\u76fe\u3002\u5176\u5ba3\u79f0\u7684\u201cHuman In The Loop\u201d\u81ea\u52a8\u5316\uff0c\u672c\u8d28\u4e0a\u662f\u5c06AI\u5b9a\u4f4d\u4e3a\u7b56\u7565\u53c2\u8c0b\u4e0e\u5185\u5bb9\u521d\u7a3f\u751f\u6210\u8005\uff0c\u800c\u5c06\u6700\u7ec8\u53d1\u5e03\u6743\u7262\u7262\u4ea4\u8fd8\u7ed9\u4eba\u3002\u8fd9\u4e00\u8bbe\u8ba1\u770b\u4f3c\u4fdd\u5b88\uff0c\u5b9e\u5219\u662f\u9762\u5bf9Reddit\u8fd9\u7c7b\u9ad8\u5ea6\u654f\u611f\u3001\u53cd\u611f\u5546\u4e1a\u63a8\u5e7f\u7684\u793e\u533a\u751f\u6001\u65f6\uff0c\u4e00\u79cd\u5fc5\u8981\u7684\u98ce\u9669\u89c4\u907f\u7b56\u7565\u548c\u4f26\u7406\u59ff\u6001\u3002\u5b83\u89e3\u51b3\u7684\u75db\u70b9\u5e76\u975e\u201c\u5b8c\u5168\u53d6\u4ee3\u4eba\u529b\u201d\uff0c\u800c\u662f\u5c06\u4eba\u529b\u4ece\u7e41\u7410\u7684\u8d26\u53f7\u7ef4\u62a4\u3001\u5185\u5bb9\u65e5\u5386\u89c4\u5212\u548c\u57fa\u7840\u5185\u5bb9\u8d77\u8349\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u805a\u7126\u4e8e\u66f4\u9ad8\u4ef7\u503c\u7684\u5ba1\u6838\u4e0e\u7b56\u7565\u5fae\u8c03\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u8003\u9a8c\u5728\u4e8e\u51e0\u4e2a\u5c42\u9762\uff1a\u9996\u5148\uff0cAI\u751f\u6210\u7684\u201c\u7b26\u5408\u793e\u533a\u8c03\u6027\u201d\u7684\u5185\u5bb9\u8349\u6848\uff0c\u5176\u771f\u5b9e\u6027\u4e0e\u878d\u5165\u5ea6\u80fd\u5426\u901a\u8fc7Reddit\u7528\u6237\u6311\u5254\u7684\u201c\u55c5\u89c9\u6d4b\u8bd5\u201d\uff0c\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u5ba1\u6838\u8005\u7684\u5de5\u4f5c\u8d1f\u62c5\u548c\u6700\u7ec8\u6548\u679c\u3002\u5176\u6b21\uff0c\u5c06\u201c\u8d26\u53f7\u6696\u8eab\u3001\u4fe1\u4efb\u5efa\u7acb\u201d\u8fd9\u7c7b\u9ad8\u5ea6\u4f9d\u8d56\u60c5\u5883\u5316\u4e92\u52a8\u7684\u884c\u4e3a\u81ea\u52a8\u5316\uff0c\u672c\u8eab\u5c31\u6e38\u8d70\u5728Reddit\u5e73\u53f0\u89c4\u5219\u4e0e\u793e\u533a\u89c4\u8303\u7684\u7070\u8272\u8fb9\u7f18\uff0c\u5982\u4f55\u786e\u4fdd\u6d41\u7a0b\u5b89\u5168\u4e0d\u5f15\u53d1\u53cd\u566c\uff0c\u662f\u4ea7\u54c1\u7684\u57fa\u7840\u751f\u5b58\u95ee\u9898\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u9690\u542b\u7740\u4e00\u4e2a\u6f5c\u5728\u77db\u76fe\uff1a\u76ee\u6807\u5ba2\u6237\u662f\u5e0c\u671b\u89c4\u6a21\u5316\u8425\u9500\u7684\u4f01\u4e1a\uff0c\u4f46Reddit\u793e\u533a\u7684\u6210\u529f\u6070\u6070\u6e90\u4e8e\u975e\u89c4\u6a21\u5316\u3001\u4e2a\u6027\u5316\u7684\u771f\u5b9e\u4e92\u52a8\u3002Scaloom\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u81ea\u52a8\u5316\u201d\u672c\u8eab\u6709\u591a\u5f3a\u5927\uff0c\u800c\u5728\u4e8e\u5176AI\u80fd\u5426\u6210\u4e3a\u6df1\u523b\u7406\u89e3\u6570\u767e\u4e2a\u72ec\u7279Subreddit\u4e9a\u6587\u5316\u7684\u201c\u8d85\u7ea7\u52a9\u7406\u201d\uff0c\u4ee5\u53ca\u5176\u6d41\u7a0b\u8bbe\u8ba1\u80fd\u5426\u5728\u6548\u7387\u63d0\u5347\u4e0e\u4fdd\u6301\u201c\u4eba\u5473\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\u3002\u76ee\u524d\u4ece\u96f6\u661f\u7684\u7528\u6237\u4e92\u52a8\u6765\u770b\uff0c\u8be5\u4ea7\u54c1\u4ecd\u5904\u4e8e\u9a8c\u8bc1\u6982\u5ff5\u9636\u6bb5\uff0c\u5176\u5e02\u573a\u63a5\u53d7\u5ea6\u5c06\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5411\u6f5c\u5728\u5ba2\u6237\u8bc1\u660e\uff0c\u8fd9\u79cd\u201c\u534a\u81ea\u52a8\u201d\u6a21\u5f0f\u5e26\u6765\u7684\u589e\u957f\u662f\u771f\u5b9e\u3001\u5b89\u5168\u4e14\u53ef\u6301\u7eed\u7684\uff0c\u800c\u975e\u89e6\u6012\u793e\u533a\u7684\u6377\u5f84\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\">Scaloom<\/span>\n <\/div>\n<div class=\"comment-content\">Maintain complete control with our human-in-the-loop Reddit automation. Leverage AI weekly plans and 1-click approvals for authentic, safe marketing growth.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks everyone for checking out Scaloom \ud83d\udc4b<\/p>\n<p>We built Scaloom because Reddit marketing is powerful\u2014but doing it well takes a lot of time, consistency, and patience.<\/p>\n<p>Scaloom helps automate the hardest parts:<br \/>\u2022 Account warmup<br \/>\u2022 Trust & karma building<br \/>\u2022 Weekly posting plan generation<\/p>\n<p>But the most important part is: you stay in control.<\/p>\n<p>Nothing is posted automatically without your approval. Our AI suggests the strategy, drafts the plan, and prepares the content\u2014you review, edit, and approve everything with 1 click before it goes live.<\/p>\n<p>The goal isn’t to replace your voice. It’s to help you scale it.<\/p>\n<p>Happy to answer any questions, hear feedback, or learn how you’re currently using Reddit for growth \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<\/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\/A6A5O25MCNMC6J\" class=\"app-title\">rawfeed.social<\/a><\/p>\n<div class=\"one-liner\">Reclaim Your Feed. Reclaim Your Freedom.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">12<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>rawfeed.social\u662f\u4e00\u6b3e\u53bb\u7b97\u6cd5\u5316\u7684\u7eaf\u65f6\u95f4\u7ebf\u793e\u4ea4\u8ba2\u9605\u5de5\u5177\uff0c\u901a\u8fc7\u8ba9\u7528\u6237\u5b8c\u5168\u81ea\u4e3b\u9009\u62e9\u5e76\u6309\u65f6\u5e8f\u67e5\u770b\u6240\u5173\u6ce8\u7684\u5185\u5bb9\u6e90\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4e3b\u6d41\u793e\u4ea4\u5a92\u4f53\u4e2d\u88ab\u7b97\u6cd5\u64cd\u63a7\u3001\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u4f53\u9a8c\u7126\u8651\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\/f64cb570-7536-48af-a596-9f766be594da.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\/065ce82d-9b13-4547-8707-beb662d9818a.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\">Open Source<\/span><br \/>\n <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Community<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u53cd\u7b97\u6cd5\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u7ebf\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u81ea\u4e3b\u6743<\/span><br \/>\n <span class=\"tag\">\u7b80\u7ea6\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">RSS\u793e\u4ea4\u5316<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e7f\u544a\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u53bb\u4e2d\u5fc3\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u6781\u7b80\u4e3b\u4e49<\/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\u9ad8\u5ea6\u8ba4\u540c\u4ea7\u54c1\u201c\u53bb\u7b97\u6cd5\u3001\u65f6\u95f4\u7ebf\u3001\u65e0\u5e7f\u544a\u201d\u7684\u6838\u5fc3\u7406\u5ff5\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u5176\u521b\u4f5c\u52a8\u673a\u662f\u53cd\u6297\u673a\u5668\u63a8\u8350\uff0c\u56de\u5f52\u8ba2\u9605\u672c\u8d28\u3002\u8bc4\u8bba\u666e\u904d\u8d5e\u8d4f\u5176\u54f2\u5b66\uff0c\u4f46\u672a\u63d0\u51fa\u5177\u4f53\u529f\u80fd\u95ee\u9898\u6216\u6539\u8fdb\u5efa\u8bae\uff0c\u6709\u6548\u8ba8\u8bba\u8f83\u5c11\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 rawfeed.social\u7684\u4eae\u76f8\uff0c\u66f4\u50cf\u662f\u4e00\u4efd\u9488\u5bf9\u5f53\u4ee3\u793e\u4ea4\u5a92\u4f53\u7684\u5c16\u9510\u6a84\u6587\uff0c\u800c\u975e\u4e00\u4e2a\u6210\u719f\u7684\u4ea7\u54c1\u63d0\u6848\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u521b\u65b0\uff08\u672c\u8d28\u662fRSS\u9605\u8bfb\u5668\u7684\u793e\u4ea4\u5316\u53d8\u4f53\uff09\uff0c\u800c\u5728\u4e8e\u5b83\u65d7\u5e1c\u9c9c\u660e\u5730\u7ad9\u5728\u4e86\u201c\u7b97\u6cd5\u64cd\u63a7\u201d\u7684\u5bf9\u7acb\u9762\uff0c\u7cbe\u51c6\u5730\u5207\u4e2d\u4e86\u9ad8\u77e5\u7528\u6237\u7fa4\u4f53\u7684\u6280\u672f\u53cd\u601d\u4e0e\u9053\u5fb7\u75b2\u60eb\u60c5\u7eea\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6309\u65f6\u95f4\u6392\u5e8f\u201d\u548c\u201c\u65e0\u7b97\u6cd5\u201d\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u8fd9\u6070\u6070\u63ed\u9732\u4e86\u5f53\u524d\u793e\u4ea4\u5e73\u53f0\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u5df2\u4f55\u7b49\u626d\u66f2\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u5e76\u975e\u201c\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u201d\uff0c\u800c\u662f\u201c\u8ba4\u77e5\u81ea\u4e3b\u6743\u201d\u8fd9\u4e00\u66f4\u6839\u672c\u7684\u95ee\u9898\u3002\u7136\u800c\uff0c\u5176\u7406\u60f3\u4e3b\u4e49\u8def\u5f84\u4e5f\u57cb\u85cf\u7740\u5de8\u5927\u9690\u60a3\uff1a\u7eaf\u7cb9\u7684\u65f6\u95f4\u7ebf\u5728\u4fe1\u606f\u8fc7\u8f7d\u65f6\u4ee3\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u7528\u6237\u4f53\u9a8c\u7684\u5012\u9000\uff0c\u5b83\u628a\u4fe1\u606f\u7b5b\u9009\u548c\u566a\u97f3\u7ba1\u7406\u7684\u8d23\u4efb\u5b8c\u5168\u63a8\u7ed9\u4e86\u7528\u6237\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u666e\u901a\u7528\u6237\u5728\u83b7\u5f97\u201c\u81ea\u7531\u201d\u7684\u540c\u65f6\uff0c\u9677\u5165\u53e6\u4e00\u79cd\u65e0\u5e8f\u4e0e\u75b2\u60eb\u3002\u6b64\u5916\uff0c\u201c\u793e\u4ea4\u201d\u5c5e\u6027\u5728\u5176\u5f53\u524d\u5f62\u6001\u4e2d\u6781\u4e3a\u8584\u5f31\uff0c\u7f3a\u4e4f\u4e92\u52a8\u673a\u5236\u4e0e\u7f51\u7edc\u6548\u5e94\uff0c\u5f88\u53ef\u80fd\u4f7f\u5176\u505c\u7559\u5728\u4e00\u4e2a\u5c0f\u4f17\u7684\u3001\u540c\u8d28\u5316\u7684\u4fe1\u606f\u56de\u97f3\u5ba4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728\u5546\u4e1a\u5c42\u9762\uff0c\u62d2\u7edd\u7b97\u6cd5\u4e0e\u5e7f\u544a\u7684\u5ba3\u8a00\uff0c\u7b49\u540c\u4e8e\u62d2\u7edd\u4e86\u4e3b\u6d41\u7684\u89c4\u6a21\u5316\u4e0e\u76c8\u5229\u6a21\u5f0f\u3002\u5b83\u7684\u5b58\u5728\u610f\u4e49\uff0c\u6216\u8bb8\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u201c\u6982\u5ff5\u539f\u578b\u201d\u6216\u201c\u793e\u4f1a\u5b9e\u9a8c\u201d\uff0c\u7528\u4ee5\u63d0\u9192\u884c\u4e1a\u6743\u529b\u7684\u5931\u8861\uff0c\u4f46\u5f88\u96be\u5bf9\u5de8\u5934\u6784\u6210\u5b9e\u8d28\u6027\u6311\u6218\u3002\u5b83\u80fd\u5426\u6301\u7eed\uff0c\u53d6\u51b3\u4e8e\u6709\u591a\u5c11\u7528\u6237\u613f\u610f\u4e3a\u201c\u7eaf\u51c0\u201d\u800c\u4e3b\u52a8\u4ed8\u51fa\u7ba1\u7406\u6210\u672c\u3002\u7b80\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e3a\u6570\u5b57\u6e05\u9192\u8005\u51c6\u5907\u7684\u201c\u6212\u65ad\u201d\u5de5\u5177\uff0c\u4f46\u201c\u793e\u4ea4\u201d\u7684\u672a\u6765\uff0c\u6050\u6015\u65e0\u6cd5\u901a\u8fc7\u7b80\u5355\u5730\u56de\u5230\u8fc7\u53bb\u800c\u627e\u5230\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\">rawfeed.social<\/span>\n <\/div>\n<div class=\"comment-content\">Remember when following someone actually meant something? Social media promised to connect us. Instead, it became a tool for manipulation and control. The follow button still exists, but it’s meaningless. Algorithms decide what you see, not your choices. Your feed is a slot machine optimized for outrage and dopamine hits. A handful of companies gatekeep what billions see and think. That power shouldn’t exist.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Social media broke the internet. We let algorithms decide what we read, who we follow, and what we think matters. RSS was supposed to fix that, but nobody made it social.<\/p>\n<p>I built this because I was tired of being told what to read by a machine trained to keep me scrolling. So I stripped out the feed ranking, the engagement bait, the recommendation engine, and just let people subscribe to things they actually care about.<\/p>\n<p>Chronological. No algorithm. No ads. You follow feeds, you see posts, in order.<\/p>\n<p>I use it daily. Maybe you will too, maybe not. Either way, it’s here.<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I liked the philosophy behind this. Chronological, no algorithm, no noise. <\/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\">@frknbasaran thanks a lot.<\/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<\/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\/CLERCNK6F6DORP\" class=\"app-title\">Namegator<\/a><\/p>\n<div class=\"one-liner\">AI-powered business names with instant domain checking <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6AI\u751f\u6210\u4e0e\u5373\u65f6\u57df\u540d\u68c0\u67e5\u4e8e\u4e00\u4f53\u7684\u5de5\u5177\uff0c\u4e3a\u521b\u4e1a\u8005\u548c\u56e2\u961f\u5728\u6784\u601d\u54c1\u724c\u540d\u79f0\u65f6\uff0c\u89e3\u51b3\u4e86\u521b\u610f\u6784\u601d\u4e0e\u57df\u540d\u53ef\u7528\u6027\u9a8c\u8bc1\u8131\u8282\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u79d2\u7ea7\u547d\u540d\u4e0e\u786e\u6743\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\/913ba907-f1b4-4be4-a1ad-ba0fad4f02f9.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/TA8NgRK3-5Q?si=rUJN5z5oZLZsDbRw\"><source src=\"https:\/\/youtu.be\/TA8NgRK3-5Q?si=rUJN5z5oZLZsDbRw\" 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\/99669c1d-cf66-425b-a2c1-aa227866cd96.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\/4dfd2656-514d-47e3-ae89-113d90b524b7.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\/91d653e8-42d9-41aa-8558-e96debd12b94.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u547d\u540d\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u57df\u540d\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7528\u6237\u540d\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u5546\u6807\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u9a8c\u8bc1<\/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>\u521b\u59cb\u4eba\u8be6\u7ec6\u9610\u8ff0\u4e86\u4ea7\u54c1\u80cc\u666f\u4e0e\u5dee\u5f02\u5316\u4f18\u52bf\uff0c\u5e76\u4e3b\u52a8\u5bfb\u6c42\u884c\u4e1a\u4f18\u5316\u3001\u521b\u610f\u5e73\u8861\u53ca\u6269\u5c55\u67e5\u8be2\uff08\u5982LLC\u3001\u56fd\u9645\u5546\u6807\uff09\u7684\u53cd\u9988\u3002\u4e00\u4f4d\u7528\u6237\u5f3a\u70c8\u5171\u9e23\uff0c\u79f0\u5176\u89e3\u51b3\u4e86\u56e0\u547d\u540d\u53d7\u963b\u800c\u4ea7\u751f\u7684\u5de8\u5927\u7126\u8651\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 Namegator\u7684\u672c\u8d28\uff0c\u5e76\u975e\u7b80\u5355\u7684\u201cAI\u751f\u6210\u201d\u4e0e\u201c\u57df\u540d\u68c0\u67e5\u201d\u529f\u80fd\u53e0\u52a0\uff0c\u800c\u662f\u4e00\u4e2a\u8bd5\u56fe\u5c06\u54c1\u724c\u521b\u610f\u8fd9\u4e00\u611f\u6027\u8fc7\u7a0b\u5f7b\u5e95\u201c\u5de5\u7a0b\u5316\u201d\u548c\u201c\u53bb\u98ce\u9669\u5316\u201d\u7684\u6548\u7387\u5f15\u64ce\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u7cbe\u51c6\u5730\u5207\u4e2d\u4e86\u521b\u4e1a\u521d\u671f\u4e00\u4e2a\u5fae\u5c0f\u4f46\u9ad8\u9891\u7684\u51b3\u7b56\u963b\u585e\u70b9\u2014\u2014\u547d\u540d\uff0c\u5e76\u901a\u8fc7\u5b9e\u65f6\u3001\u591a\u7ef4\u5ea6\u7684\u786e\u6743\u68c0\u67e5\uff08\u57df\u540d\u3001\u793e\u4ea4\u8d26\u53f7\u3001\u5546\u6807\uff09\uff0c\u5c06\u4f20\u7edf\u7684\u201c\u53d1\u6563\u521b\u610f -> \u624b\u52a8\u9a8c\u8bc1 -> \u5931\u671b\u91cd\u6765\u201d\u7684\u6f2b\u957f\u5faa\u73af\uff0c\u538b\u7f29\u4e3a\u8fd1\u4e4e\u540c\u6b65\u7684\u51b3\u7b56\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u5229\u7528\u4e86\u5f53\u524dAI\u5728\u6709\u9650\u8bed\u5883\u4e0b\u7684\u7ec4\u5408\u4e0e\u98ce\u683c\u5316\u80fd\u529b\uff0c\u5c06\u547d\u540d\u4ece\u201c\u65e0\u4e2d\u751f\u6709\u201d\u7684\u521b\u9020\uff0c\u8f6c\u5316\u4e3a\u201c\u57fa\u4e8e\u7ea6\u675f\u6761\u4ef6\u7684\u7b5b\u9009\u201d\u3002\u8fd9\u964d\u4f4e\u4e86\u542f\u52a8\u7684\u5fc3\u7406\u95e8\u69db\u548c\u6642\u9593\u6210\u672c\uff0c\u5c24\u5176\u9002\u5408\u9700\u8981\u5feb\u901f\u9a8c\u8bc1\u60f3\u6cd5\u7684MVP\u9879\u76ee\u6216\u673a\u6784\u6279\u91cf\u4f5c\u4e1a\u3002\u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\uff1a\u54c1\u724c\u547d\u540d\u5173\u4e4e\u6587\u5316\u3001\u60c5\u611f\u4e0e\u6218\u7565\uff0c\u5f53\u524d\u5de5\u5177\u5316AI\u80fd\u5426\u7406\u89e3\u5e76\u751f\u6210\u771f\u6b63\u5177\u6709\u957f\u671f\u54c1\u724c\u5f20\u529b\u548c\u6587\u5316\u5171\u9e23\u7684\u540d\u5b57\uff0c\u800c\u975e\u4ec5\u662f\u53ef\u7528\u3001\u5408\u89c4\u7684\u7ec4\u5408\u8bcd\uff0c\u9700\u8981\u6253\u4e00\u4e2a\u95ee\u53f7\u3002\u521b\u59cb\u4eba\u5bfb\u6c42\u201c\u521b\u610f\u4e0e\u4e13\u4e1a\u7684\u5e73\u8861\u201d\u53cd\u9988\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u7b97\u6cd5\u7684\u5929\u82b1\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5546\u4e1a\u6a21\u5f0f\u770b\uff0c\u201c\u514d\u8d39\u65e0\u9650\u4f7f\u7528\u201d\u662f\u5178\u578b\u7684\u83b7\u5ba2\u548c\u6784\u5efa\u6570\u636e\u98de\u8f6e\u7b56\u7565\uff0c\u5176\u672a\u6765\u5f88\u53ef\u80fd\u5411\u9ad8\u7ea7\u8fc7\u6ee4\u3001\u4f18\u5148\u6ce8\u518c\u3001\u4ee3\u7406\u670d\u52a1\u7b49\u73af\u8282\u53d8\u73b0\u3002\u82e5\u5176\u80fd\u6309\u8ba1\u5212\u63a5\u5165LLC\u3001\u5168\u7403\u5546\u6807\u5e93\u7b49\u66f4\u6df1\u5c42\u5546\u4e1a\u5b9e\u4f53\u6570\u636e\uff0c\u5b83\u5c06\u4ece\u4e00\u4e2a\u547d\u540d\u5de5\u5177\u5347\u7ea7\u4e3a\u201c\u54c1\u724c\u8eab\u4efd\u521d\u59cb\u5408\u89c4\u6027\u4e00\u7ad9\u5f0f\u5e73\u53f0\u201d\uff0c\u58c1\u5792\u4f1a\u663e\u8457\u589e\u5f3a\u3002\u76ee\u524d\uff0c\u5b83\u662f\u4e00\u6b3e\u51fa\u8272\u7684\u201c\u542f\u52a8\u52a0\u901f\u5668\u201d\uff0c\u4f46\u5c1a\u4e0d\u662f\u201c\u54c1\u724c\u7f14\u9020\u8005\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\">Namegator<\/span>\n <\/div>\n<div class=\"comment-content\">Find your perfect business name in seconds with AI. NameGator analyzes your business description to generate 1000+ unique, brandable names tailored to your industry. Instantly check domain availability acrosscom,io,ai, and 100+ extensions, plus social media usernames and trademark status. From tech startups to restaurants, our smart AI understands context and delivers memorable names that resonate with your target audience. Free, unlimited generations.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<br \/>\nI’m Arash, creator of NameGator, and I’m excited to share what we’ve built!<br \/>\nThe Problem:<br \/>\nAfter helping manage 60,000+ WordPress sites and running my own domain business, I saw entrepreneurs waste weeks brainstorming names, only to find their top choice unavailable. The back-and-forth between creativity and availability checking was painful.<br \/>\nWhat We Built:<br \/>\nNameGator uses AI to generate 1000+ brandable business names in seconds AND checks domain availability, social media handles, and trademark conflicts instantly\u2014all in one place.<br \/>\nWhy It’s Different:<\/p>\n<p>Context-aware AI that understands your industry (not just random word combinations)<br \/>\nReal-time availability across domains, social platforms, and trademarks<br \/>\nUnlimited free use with instant results, no signup required<br \/>\n150K+ names generated across 180+ industries so far<\/p>\n<p>Perfect For:<\/p>\n<p>Founders launching startups and need names fast<br \/>\nAgencies managing multiple client brands<br \/>\nSide project builders exploring ideas<br \/>\nAnyone stuck in “naming paralysis”<\/p>\n<p>What I’d Love Feedback On:<\/p>\n<p>Which industries should we optimize for next?<br \/>\nAre the AI suggestions hitting the right creative\/professional balance?<br \/>\nWhat other availability checks would be valuable (LLC databases, international trademarks)?<\/p>\n<p>Thanks for checking us out! I’ll be here all day answering questions and taking feedback. Let’s find you the perfect name! \ud83d\udc0a<\/p><\/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>This is great and much needed. Literally almost had a nervous breakdown brainstorming a name for my soon-to-be-launched app (every name was taken, of course). <\/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\/7SIFK6RAV6RX27\" class=\"app-title\">OneKey Agent Gateway<\/a><\/p>\n<div class=\"one-liner\">OneKey access for agents Ship APIs\/MCP\/Skills\/CLI 10\u00d7 faster<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>OneKey Agent Gateway \u4e3aAI\u667a\u80fd\u4f53\uff08Agent\uff09\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u57fa\u7840\u8bbe\u65bd\u5c42\uff0c\u901a\u8fc7\u5355\u4e00\u8ba4\u8bc1\u548c\u8def\u7531\uff0c\u4e00\u7ad9\u5f0f\u63a5\u5165\u5e76\u7ba1\u7406\u8d85\u8fc7100\u4e2a\u5546\u4e1aAPI\uff0c\u89e3\u51b3\u4e86\u591aAPI\u5bc6\u94a5\u7ba1\u7406\u6df7\u4e71\u3001\u96c6\u6210\u7e41\u7410\u7684\u75db\u70b9\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5f00\u53d1\u6548\u7387\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\/79cb4fc1-faf7-47aa-bce6-e3ca09f6ee0c.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\/7f8b8eb5-9178-4e7e-b9d1-bbe0a4a55ff5.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\/d7f7f2ca-db5e-42ea-8590-189c14cf51bd.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\/3909f31a-eb46-4ff8-9ded-02fd55f10d31.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\/bd5607bf-9fa6-4822-81f0-bee940f845c7.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\/34c8bdb6-209b-4aa0-a10e-912a734237fa.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\/2753efa0-258c-4473-8795-5ca2d3818ff8.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\/0e20b516-f93c-4243-8f8a-f1da45f7fe81.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\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">API\u7f51\u5173<\/span><br \/>\n <span class=\"tag\">\u7edf\u4e00\u8ba4\u8bc1<\/span><br \/>\n <span class=\"tag\">\u591a\u683c\u5f0f\u9002\u914d<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">API\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">Agent\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u96c6\u6210<\/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\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u53d1\u5e03\u7684\u4ea7\u54c1\u81ea\u8ff0\uff0c\u91cd\u70b9\u5728\u4e8e\u89e3\u91ca\u4ea7\u54c1\u4ef7\u503c\uff08\u7edf\u4e00API\u7ba1\u7406\u3001\u63d0\u5347\u5f00\u53d1\u901f\u5ea6\uff09\u548c\u63a8\u5e7f\u4f7f\u7528\uff08\u63d0\u4f9b\u4fc3\u9500\u7801\u3001\u5c55\u793a\u7528\u4f8b\uff09\u3002\u6682\u65e0\u6765\u81ea\u793e\u533a\u7528\u6237\u7684\u76f4\u63a5\u53cd\u9988\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 OneKey Agent Gateway \u7784\u51c6\u4e86AI Agent\u751f\u6001\u4e2d\u4e00\u4e2a\u6b63\u5728\u5f62\u6210\u7684\u521a\u6027\u9700\u6c42\u2014\u2014\u5de5\u5177\u96c6\u6210\u6807\u51c6\u5316\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u5730\u805a\u5408API\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3aAgent\u4e0e\u5916\u90e8\u5de5\u5177\u4e4b\u95f4\u7684\u201c\u534f\u8bae\u8f6c\u6362\u5c42\u201d\u548c\u201c\u4ef7\u503c\u8def\u7531\u5c42\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7280\u5229\u5730\u5207\u4e2d\u4e86\u5f53\u524dAgent\u5f00\u53d1\u7684\u771f\u5b9e\u75db\u70b9\uff1a\u5f00\u53d1\u8005\u82e5\u60f3\u8d4b\u4e88Agent\u5f3a\u5927\u7684\u80fd\u529b\uff0c\u9700\u8981\u4e3a\u5176\u96c6\u6210\u5404\u79cd\u5de5\u5177\uff08\u641c\u7d22\u3001\u56fe\u50cf\u3001\u91d1\u878d\u7b49\uff09\uff0c\u4f46\u6bcf\u4e2a\u5de5\u5177\u7684\u8ba4\u8bc1\u3001\u8ba1\u8d39\u3001\u8c03\u7528\u65b9\u5f0f\uff08REST\u3001MCP\u3001CLI\u3001Skill\uff09\u90fd\u622a\u7136\u4e0d\u540c\uff0c\u5bfc\u81f4\u96c6\u6210\u5de5\u4f5c\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u6210\u4e3a\u5f00\u53d1\u6548\u7387\u7684\u74f6\u9888\u3002OneKey\u63d0\u51fa\u7684\u201c\u4e00\u6b21\u6ce8\u518c\uff0c\u591a\u7aef\u5206\u53d1\u201d\u6a21\u5f0f\uff0c\u7406\u8bba\u4e0a\u80fd\u5927\u5e45\u964d\u4f4e\u8fd9\u79cd\u91cd\u590d\u52b3\u52a8\u7684\u6d88\u8017\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5e76\u5b58\u3002\u7b2c\u4e00\u5c42\u4ef7\u503c\u5728\u4e8e\u201c\u964d\u672c\u589e\u6548\u201d\uff0c\u901a\u8fc7\u7edf\u4e00\u63a5\u5165\u548c\u4fe1\u7528\u652f\u4ed8\uff0c\u4e3a\u5f00\u53d1\u8005\u8282\u7701\u65f6\u95f4\u548c\u91d1\u94b1\u6210\u672c\u3002\u4f46\u66f4\u5173\u952e\u7684\u7b2c\u4e8c\u5c42\u4ef7\u503c\u5728\u4e8e\u5176\u8bd5\u56fe\u5efa\u7acb\u7684\u201c\u8def\u7531\u4f18\u5316\u201d\u4e0e\u201c\u5e02\u573a\u751f\u6001\u201d\u3002\u5b83\u4e0d\u6ee1\u8db3\u4e8e\u505a\u7ba1\u9053\uff0c\u66f4\u60f3\u6210\u4e3a\u8c03\u5ea6\u4e2d\u5fc3\uff0c\u6839\u636e\u4ef7\u683c\u3001\u6027\u80fd\u7b49\u56e0\u7d20\u667a\u80fd\u8def\u7531\u8bf7\u6c42\uff0c\u8fd9\u5bf9\u5176\u540e\u53f0\u6280\u672f\u63d0\u51fa\u4e86\u9ad8\u8981\u6c42\u3002\u540c\u65f6\uff0c\u6784\u5efaAPI\u5e02\u573a\uff0c\u8ba9\u5f00\u53d1\u8005\u6ce8\u518c\u5e76 monetize \u81ea\u5df1\u7684API\uff0c\u662f\u5176\u5e73\u53f0\u91ce\u5fc3\u7684\u4f53\u73b0\uff0c\u4f46\u751f\u6001\u7684\u51b7\u542f\u52a8\u96be\u5ea6\u6781\u5927\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5438\u5f15\u8db3\u591f\u591a\u7684\u4f18\u8d28API\u63d0\u4f9b\u8005\u548c\u4f7f\u7528\u8005\u3002\n <\/p>\n<p class=\"ai-content\">\n \u76ee\u524d\u4eceProduct Hunt\u7684\u51b7\u6de1\u53cd\u54cd\uff08\u4ec57\u7968\uff0c\u65e0\u771f\u5b9e\u7528\u6237\u8bc4\u8bba\uff09\u6765\u770b\uff0c\u4ea7\u54c1\u4ecd\u5904\u4e8e\u975e\u5e38\u65e9\u671f\u7684\u9636\u6bb5\u3002\u5176\u5ba3\u4f20\u4e2d\u201c\u7279\u65af\u62c9\u6539\u8272\u201d\u3001\u201c\u4e50\u9ad8\u56fe\u7eb8\u751f\u6210\u201d\u7b49\u70ab\u9177\u7528\u4f8b\uff0c\u867d\u5177\u4f20\u64ad\u6027\uff0c\u4f46\u53ef\u80fd\u6a21\u7cca\u4e86\u5176\u4f5c\u4e3a\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7684\u6838\u5fc3\u5b9a\u4f4d\u3002\u80fd\u5426\u8bf4\u670d\u4e25\u8083\u7684\u5f00\u53d1\u8005\u5c06\u5173\u952e\u7684\u4e1a\u52a1\u6d41\u7a0b\u6784\u5efa\u5728\u5176\u4e4b\u4e0a\uff0c\u53d6\u51b3\u4e8e\u5176\u7a33\u5b9a\u6027\u3001\u6027\u80fd\u3001\u4ee5\u53ca\u80fd\u5426\u4e0e\u4e3b\u6d41Agent\u5f00\u53d1\u6846\u67b6\uff08\u5982LangChain\u3001LlamaIndex\uff09\u6df1\u5ea6\u7ed3\u5408\u3002\u603b\u800c\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u4e2a\u6784\u601d\u7cbe\u51c6\u3001\u524d\u666f\u53ef\u89c2\u7684\u57fa\u7840\u8bbe\u65bd\u9879\u76ee\uff0c\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u5b8c\u5168\u53d6\u51b3\u4e8e\u6280\u672f\u6267\u884c\u6df1\u5ea6\u4e0e\u751f\u6001\u6784\u5efa\u80fd\u529b\uff0c\u800c\u975e\u6982\u5ff5\u672c\u8eab\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\">OneKey Agent Gateway<\/span>\n <\/div>\n<div class=\"comment-content\">OneKey Gateway is a unified infrastructure layer for agents (Codex, Claude, Openclaw more) to access commercial APIs via MCPs, Skills, CLIs, and Rest API Router with optimal value and pricing. For devs & builders, it provides a unified API registry to serve and distribute one API across all agent formats\u2014CLI, REST, MCP, and Skills\u2014eliminating multiple builds. Access 30+ categories like search, image, finance, and 3D Rendering, register, and monetize APIs 10\u00d7 faster.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH community \ud83d\udc4b<\/p>\n<p>This is Derek from DeepNLP, maker of OneKey Agent Gateway \u2014 the core layer of `AI Agent A2Z` infrastructure product. Use promo key `<strong>DEEPNLP_PROMOTION_APR_2026_LIMITED<\/strong>` to access 100+ commercial APIs across 30+ categories in your local agents, and subscribe now at <a href=\"https:\/\/www.deepnlp.org\/pricing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">OneKey Gateway<\/a> for additional bonus credits, including large usage quota of AI search, image generation (Google Nano Banana), Finance, 3D Build and Rendering, and more (personal recommendation try: <strong>3D builds Tesla wraps <\/strong>to dress your Tesla as F1 race car, or <strong>generate Lego\/Minecraft plans while you play<\/strong>). You can visit the <a href=\"https:\/\/github.com\/aiagenta2z\/onekey-gateway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Github<\/a> and <a href=\"https:\/\/www.deepnlp.org\/doc\/onekey_gateway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Documents<\/a> for detailed usage.<\/p>\n<\/p>\n<p><strong>1. Why OneKey Gateway?<\/strong><\/p>\n<p>Maximize user value: Managing many API keys is painful. Different auth, subscriptions, and billing across providers. OneKey solves this: <strong>OneKey auth -> Billing and Router \u2192 Access Commercial APIs -> Pay Per Use<\/strong>, Unified credits (pay-as-you-use), No need to pick 1 provider\u2014use many. Try multiple search, finance, and image APIs in one place and router among them.<\/p>\n<p><strong>2. Developer Friendly: Ship 10x faster<\/strong><\/p>\n<p>Building data and APIs for agents means supporting: REST + MCP + CLI + Skills and more\ud83d\ude35, that’s a lof of packages account programming languages (nodejs\/python\/etc)<\/p>\n<p>OneKey Gateway simplify the process: <strong>Register one API -> Auto-serve across all agentic formats (MCPs\/CLIs\/REST\/Skills)<\/strong>. No need for multiple SDKs\/packages.<\/p>\n<pre><code>npx onekey agent <unique_id> <api_id> <data_json|@file> ## CLI\nnpx onekey mcp <unique_id> <api_id> <data_json|@file> ## MCP\n<a href=\"https:\/\/agent.deepnlp.org\/agent_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/agent.deepnlp.org\/agent_<\/a>... ## Http Endpoint \n<a href=\"https:\/\/agent.deepnlp.org\/mcp\/{u\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/agent.deepnlp.org\/mcp\/{u<\/a>... ## MCP Endpoint\nnpx agtm skills add aiagenta2z\/onekey-gateway --skill {skill_id} -g ## Skills<\/code><\/pre>\n<\/p>\n<p>With support from DeepNLP AI Agent\/MCP\/API marketplace, developers can register their agentic APIs with their agent meta, set pricing per call, and earn when others use them.<\/p>\n<p><strong>OneKey Gateway Some of Cools APIs\/Skills\/CLIs Ready to Use<\/strong><\/p>\n<\/p>\n<pre><code>npm -g install @aiagenta2z\/onekey-gateway\nexport DEEPNLP_ONEKEY_ROUTER_ACCESS=YOUR_ACCESS_KEY<\/code><\/pre>\n<ol>\n<li>\n<p><strong>Generate Tesla Car Wraps<\/strong><\/p>\n<\/li>\n<\/ol>\n<pre><code>npx onekey agent craftsman-agent\/craftsman-agent generate_tesla_wraps '{\"prompt\":\"I would like to paint my tesla model YL similar to F1 race car, color of a blue and purple with stars\",\"images\":[],\"mode\":\"basic\",\"car_model\":\"tesla_model_yl\",\"output_number\":1}' --timeout 60000<\/code><\/pre>\n<\/p>\n<ol>\n<li>\n<p><strong>Turn Text to 3D Lego Build Plans<\/strong><\/p>\n<\/li>\n<\/ol>\n<pre><code>npx onekey agent craftsman-agent\/craftsman-agent generate_lego_build_plan '{\"prompt\":\"Build Lego yacht with 5 decks using blue and white bricks\",\"images\":[],\"mode\":\"basic\"}' --timeout 60000\n<\/code><\/pre>\n<\/p>\n<ol>\n<li>\n<p><strong>Gemini Nano Banana to Summarize project<\/strong><\/p>\n<\/li>\n<\/ol>\n<pre><code>npx onekey agent gemini-nano-banana\/gemini-nano-banana generate_image_gemini '{\"model\":\"gemini-2.5-flash-image\", \"prompt\":\"Generate a minecraft scene of steve fighting zombies in purple crystal fields.\"}'<\/code><\/pre>\n<\/p>\n<p><strong>\ud83d\udd25 Key Features<\/strong><\/p>\n<p><strong>\ud83d\udd11 OneKey Access and Authenticate (No More API Chaos)<\/strong><\/p>\n<p>Authenticate once using OneKey and connect your agents to 100+ APIs, MCPs, and tools across web search, maps, image generation, finance, and more.<\/p>\n<\/p>\n<p><strong>\ud83d\udcb8 Save ~30% on aggregated API Costs<\/strong><\/p>\n<p>Replace multiple subscriptions with a pay-as-you-go credit system and bundled discounts across providers.<\/p>\n<\/p>\n<p><strong>\u26a1 Fast, Unified Agent Routing<\/strong><\/p>\n<p>Seamlessly route requests across LLMs, APIs, and MCPs with optimized response times \u2014 no custom integrations needed.<\/p>\n<\/p>\n<p><strong>\ud83e\udde9 Exclusive AI Agent APIs on OneKey Gateway<\/strong><\/p>\n<p>Unlock unique capabilities provided by AI Agent A2Z x DeepNLP Agent Marketplace:<\/p>\n<p>Text \u2192 3D LEGO \/ Minecraft build plans<\/p>\n<p>Prompt \u2192 Tesla car wrap rendering<\/p>\n<p>Financial data (Global Stock market data such as US, Europe, India, China HKEX\/Shanghai\/Shenzhen stock markets) Food calorie estimation APIs<\/p>\n<\/p>\n<p><strong>\ud83d\udcca Ship APIs to MCPs\/CLIs\/Skills Faster<\/strong><\/p>\n<p>Provides unified endpoint register your API How to call it via OneKey Gateway (REST + CLI) Full JSON\/YAML configuration examples.<\/p>\n<p>Secure Authentication, support header API keys AUTH_HEADER, Bearer Token, etc.<\/p>\n<\/p>\n<p><strong>\ud83c\udf31 Build & Earn (API Marketplace)<\/strong><\/p>\n<p>Register your own APIs and earn credits when others use them \u2014 turning your tools into monetizable assets.<\/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<\/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\/HNNQC4UA76ORAV\" class=\"app-title\">Frames<\/a><\/p>\n<div class=\"one-liner\">Create stunning posters for your apps easily!<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Frames\u662f\u4e00\u6b3e\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5c06\u5e94\u7528\u622a\u56fe\u8f6c\u5316\u4e3a\u7cbe\u7f8e\u3001\u53ef\u7528\u4e8e\u53d1\u5e03\u7684\u5ba3\u4f20\u89c6\u89c9\u56fe\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u4ea7\u54c1\u4e0a\u7ebf\u548c\u793e\u4ea4\u5a92\u4f53\u63a8\u5e7f\u65f6\u7f3a\u4e4f\u8bbe\u8ba1\u80fd\u529b\u4e0e\u6548\u7387\u7684\u89c6\u89c9\u5185\u5bb9\u5236\u4f5c\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\/e15a9056-a250-42b9-b961-5c8eabe1c63c.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\/aff813fc-a2d4-4bf1-aef1-62af4db00c62.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\/e41bb44f-f3a6-4443-baf1-b535fa137a29.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\/6e8e20ae-9d47-4b29-816b-77287520e35a.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\/3ce71cdc-2f2e-4cd8-abe8-07abadfa09c7.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\/86fc735b-1fc7-4952-a0d4-fbe04838d4b5.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\/b917310e-14c3-4547-a359-f68fbe9fb162.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\/ba6a309a-f673-4ee0-9352-4a8b5e50a1c1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/h7pXKm3K6fw\"><source src=\"https:\/\/youtu.be\/h7pXKm3K6fw\" 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\">Marketing<\/span><br \/>\n <span class=\"tag\">Graphics & Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5e94\u7528\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u622a\u56fe\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u6d77\u62a5\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7d20\u6750<\/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>\u521b\u59cb\u4eba\u7684\u8bc4\u8bba\u9610\u8ff0\u4e86\u4ea7\u54c1\u8bde\u751f\u7684\u80cc\u666f\u4e0e\u6838\u5fc3\u4ef7\u503c\u3002\u7528\u6237@pradiv_23\u7684\u53cd\u9988\u662f\u6709\u6548\u8bc4\u8bba\uff0c\u4ed6\u9ad8\u5ea6\u8ba4\u53ef\u4ea7\u54c1\u7684\u7ec4\u4ef6\u5316\u8bbe\u8ba1\u601d\u8def\uff0c\u7279\u522b\u662f\u524d\u666f\u5143\u7d20\uff08\u5982\u5e94\u7528\u5546\u5e97\u5fbd\u7ae0\uff09\u975e\u5e38\u5b9e\u7528\uff0c\u5e76\u63d0\u51fa\u4e86\u5141\u8bb8\u8c03\u6574\u7ec4\u4ef6\u6216\u6dfb\u52a0\u81ea\u5b9a\u4e49\u7ec4\u4ef6\u7684\u529f\u80fd\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 Frames\u7784\u51c6\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u771f\u5b9e\u5b58\u5728\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\u7684\u4ea7\u54c1\u89c6\u89c9\u5305\u88c5\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u573a\u666f\u5316\u5c01\u88c5\u3002\u5b83\u5c06\u5e94\u7528\u5546\u5e97\u3001Product Hunt\u7b49\u5e73\u53f0\u6240\u9700\u7684\u5ba3\u4f20\u56fe\u8303\u5f0f\uff0c\u89e3\u6784\u4e3a\u201c\u80cc\u666f\u3001\u6587\u5b57\u3001\u6846\u67b6\u3001\u524d\u666f\u201d\u56db\u4e2a\u53ef\u62fc\u88c5\u7684\u7ec4\u4ef6\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u9690\u6027\u7684\u8bbe\u8ba1\u7ecf\u9a8c\u8f6c\u5316\u4e3a\u53ef\u62d6\u62fd\u7684\u6a21\u5757\u3002\u8fd9\u770b\u4f3c\u7b80\u5355\uff0c\u5374\u76f4\u51fb\u4e86\u76ee\u6807\u7528\u6237\u201c\u4e0d\u60f3\u5b66\u590d\u6742\u8bbe\u8ba1\u8f6f\u4ef6\u3001\u53c8\u5acc\u5f03\u901a\u7528\u6a21\u677f\u5de5\u5177\uff08\u5982Canva\uff09\u7f3a\u4e4f\u5782\u76f4\u9886\u57df\u9488\u5bf9\u6027\u201d\u7684\u53cc\u91cd\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\u3002\u5de5\u5177\u7684\u9ad8\u5ea6\u573a\u666f\u5316\u9884\u8bbe\uff0c\u65e2\u662f\u62a4\u57ce\u6cb3\uff0c\u4e5f\u662f\u67b7\u9501\u3002\u4e00\u65e6\u7528\u6237\u9700\u6c42\u8d85\u51fa\u201c\u5e94\u7528\u5ba3\u4f20\u6d77\u62a5\u201d\u8fd9\u4e2a\u8303\u7574\uff0c\u4ea7\u54c1\u4fbf\u53ef\u80fd\u5931\u7075\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u81ea\u5b9a\u4e49\u7ec4\u4ef6\u201d\u7684\u5efa\u8bae\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u8fd9\u4e2a\u6f5c\u5728\u77db\u76fe\uff1a\u5728\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u4fbf\u5229\u6027\u4e0e\u4fdd\u6301\u7075\u6d3b\u6269\u5c55\u6027\u4e4b\u95f4\u5982\u4f55\u5e73\u8861\uff1f\u5373\u5c06\u63a8\u51fa\u7684\u201cFrames AI\u201d\u6216\u8bb8\u662f\u4e00\u4e2a\u5bfb\u6c42\u7a81\u7834\u7684\u4fe1\u53f7\uff0cAI\u82e5\u4ec5\u7528\u4e8e\u73b0\u6709\u5143\u7d20\u7684\u667a\u80fd\u6392\u7248\uff0c\u5219\u4ecd\u662f\u6548\u7387\u4f18\u5316\uff1b\u82e5\u80fd\u7406\u89e3\u4ea7\u54c1\u63cf\u8ff0\u5e76\u751f\u6210\u98ce\u683c\u5339\u914d\u7684\u539f\u521b\u89c6\u89c9\u5143\u7d20\uff0c\u624d\u6709\u53ef\u80fd\u62d3\u5bbd\u8fb9\u754c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u7684\u6838\u5fc3\u7ade\u4e89\u529b\uff0c\u662f\u201c\u8ba9\u975e\u8bbe\u8ba1\u5e08\u4ea7\u51fa\u4f53\u9762\u3001\u4e13\u4e1a\u7684\u5782\u76f4\u9886\u57df\u89c6\u89c9\u7a3f\u201d\u3002\u5b83\u8d29\u5356\u7684\u4e0d\u662f\u521b\u9020\u529b\uff0c\u800c\u662f\u786e\u5b9a\u6027\u548c\u6548\u7387\uff0c\u662f\u5e2e\u52a9\u5f00\u53d1\u8005\u5c06\u7cbe\u529b\u4ece\u201c\u7ea0\u7ed3\u8bbe\u8ba1\u201d\u56de\u5f52\u5230\u201c\u4e13\u6ce8\u6784\u5efa\u201d\u7684\u51cf\u538b\u5de5\u5177\u3002\u5728\u65e9\u671f\uff0c\u8fd9\u5df2\u8db3\u591f\u5f62\u6210\u4e00\u4e2a\u5229\u57fa\u5e02\u573a\u3002\u4f46\u957f\u8fdc\u6765\u770b\uff0c\u5176\u53d1\u5c55\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u4e00\u4e2a\u806a\u660e\u7684\u6a21\u677f\u7ec4\u88c5\u5668\u201d\uff0c\u8fdb\u5316\u6210\u201c\u4e00\u4e2a\u53ef\u9002\u5e94\u591a\u5143\u9700\u6c42\u7684\u89c6\u89c9\u5185\u5bb9\u5f15\u64ce\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\">Frames<\/span>\n <\/div>\n<div class=\"comment-content\">Frames helps you turn your app screenshots into stunning, production-ready visuals in seconds. Select backdrops, frames, add text from the presets and edit the image, text and create beautiful visuals. Perfect for Product Hunt, app stores, and social media – so your product looks as good as it actually is.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello Everyone! This is my second launch here.<\/p>\n<\/p>\n<p>When I was building my first app, Mirror, I thought the hard part would be the product. It wasn\u2019t. It was creating visuals for launch and social media – hours of tweaking, redoing, and still not feeling proud of what I made. Canva felt generic. Other tools made everything look flat. Nothing really captured the product the way I imagined it.<\/p>\n<\/p>\n<p>So I built <strong>Frames.<\/strong><\/p>\n<\/p>\n<p>A simple way to create visuals that actually <em>feel<\/em> like your product matters.<\/p>\n<p>It\u2019s built around 4 core pieces: Backdrops, Text, Frames, and Foreground elements.<br \/>Pick what you need, tweak it your way, mix things up, and export something you\u2019re genuinely excited to share.<\/p>\n<p>No design skills. No overthinking. Just clean, expressive visuals.<\/p>\n<\/p>\n<blockquote>\n<p><em>Every single image you see in the gallery here was created using <\/em><strong><em>Frames<\/em><\/strong><\/p>\n<\/blockquote>\n<p>My goal is simple:<br \/>Help you stay focused on building\u2026 while making visuals fast, fun, and actually satisfying.<\/p>\n<\/p>\n<p>Would love for you to check it out and let me know what you think! Also, share it with folks who you think wants this! \ud83d\udc4a<\/p>\n<\/p>\n<p>Coming Soon: Frames AI \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pradiv_23\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pradiv_23<\/a> This is Great! What I really like about Frames is the component approach. Breaking things into backdrops, text, frames, and especially foreground elements just makes so much sense.<\/p>\n<p>The foreground components are a big win. Things like download buttons, App Store \/ Play Store badges, PH badges, and being able to customize them easily is super handy. Nicely done \ud83d\udc4f<\/p>\n<\/p>\n<p>Have you thought about providing ability to tweak the components or add new custom components ? that would be great!<\/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\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WAAHPVH3GLCECR\" class=\"app-title\">TalentAid<\/a><\/p>\n<div class=\"one-liner\">AI Resume\/CV tool that increases interview rate by over 10x<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>TalentAid\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u7b80\u5386\u4f18\u5316\u5de5\u5177\uff0c\u901a\u8fc7\u9488\u5bf9\u6027\u6539\u5199\u7b80\u5386\u4ee5\u901a\u8fc7ATS\u7b5b\u9009\u5e76\u5438\u5f15\u62db\u8058\u8005\uff0c\u5728\u6c42\u804c\u8005\u6d77\u6295\u7b80\u5386\u5374\u77f3\u6c89\u5927\u6d77\u7684\u573a\u666f\u4e0b\uff0c\u663e\u8457\u63d0\u5347\u83b7\u5f97\u9762\u8bd5\u9080\u7ea6\u7684\u51e0\u7387\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\/891167da-fccb-4b8d-be38-b2608433654f.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\/ed417215-6031-4eba-907e-e0ce8b0ad9c6.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=NmwfjYQzdvM\"><source src=\"https:\/\/www.youtube.com\/watch?v=NmwfjYQzdvM\" 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\">Hiring<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">ATS\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u6c42\u804c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u6539\u5199<\/span><br \/>\n <span class=\"tag\">\u6b27\u6d32\u6c42\u804c\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u8bed\u4e49\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u62db\u8058\u6548\u7387<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u804c\u4e1a\u53d1\u5c55<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5b9a\u5236<\/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>\u521b\u59cb\u4eba\u6e05\u6670\u89e3\u91ca\u4e86\u4ea7\u54c1\u89e3\u51b3ATS\u7b5b\u9009\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u83b7\u5f97\u597d\u8bc4\u3002\u540c\u65f6\u6709\u7528\u6237\u76f4\u63a5\u8d28\u7591\u201c10\u500d\u9762\u8bd5\u7387\u201d\u7684\u6570\u636e\u652f\u6491\uff0c\u53cd\u6620\u51fa\u5e02\u573a\u5bf9\u6548\u679c\u9a8c\u8bc1\u7684\u654f\u611f\u4e0e\u671f\u5f85\u3002\u76ee\u524d\u53cd\u9988\u6570\u91cf\u8f83\u5c11\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 TalentAid\u7784\u51c6\u4e86\u73b0\u4ee3\u6c42\u804c\u4e2d\u4e00\u4e2a\u771f\u5b9e\u4e14\u4ee4\u4eba\u6cae\u4e27\u7684\u201c\u9ed1\u7bb1\u201d\u2014\u2014ATS\u7b5b\u9009\u3002\u5176\u5ba3\u79f0\u7684\u201c10\u500d\u9762\u8bd5\u7387\u201d\u662f\u6700\u5927\u5356\u70b9\uff0c\u4e5f\u662f\u6700\u8106\u5f31\u7684\u547d\u95e8\u3002\u4ea7\u54c1\u903b\u8f91\u6210\u7acb\uff1a\u901a\u8fc7\u8bed\u4e49\u5206\u6790\u804c\u4f4d\u63cf\u8ff0\uff0c\u9006\u5411\u4f18\u5316\u7b80\u5386\u5173\u952e\u8bcd\u4e0e\u683c\u5f0f\uff0c\u4ee5\u201c\u6b3a\u9a97\u201d\u6216\u201c\u8fce\u5408\u201dATS\u7cfb\u7edf\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6280\u672f\u6027\u7684\u6c42\u804c\u9ed1\u5ba2\u884c\u4e3a\uff0c\u4ef7\u503c\u5728\u4e8e\u5c06\u4e0d\u900f\u660e\u7684\u7b5b\u9009\u89c4\u5219\u663e\u6027\u5316\u3001\u53ef\u64cd\u4f5c\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e0d\u5bb9\u5ffd\u89c6\u3002\u9996\u5148\uff0c\u6570\u636e\u5ba3\u79f0\u7f3a\u4e4f\u900f\u660e\u80cc\u4e66\uff0c\u5728\u4ec5\u67096\u7968\u7684\u51b7\u542f\u52a8\u9636\u6bb5\uff0c\u53ef\u4fe1\u5ea6\u5b58\u7591\u3002\u8fd9\u6781\u6613\u5f15\u53d1\u201c\u5938\u5927\u5ba3\u4f20\u201d\u7684\u6807\u7b7e\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u6a21\u5f0f\u5b58\u5728\u201c\u519b\u5907\u7ade\u8d5b\u201d\u98ce\u9669\uff1a\u5f53\u6b64\u7c7b\u5de5\u5177\u666e\u53ca\uff0c\u6240\u6709\u7b80\u5386\u90fd\u88ab\u4f18\u5316\uff0c\u7b5b\u9009\u57fa\u51c6\u7ebf\u5c06\u88ab\u62ac\u9ad8\uff0c\u957f\u671f\u53ef\u80fd\u52a0\u5267\u5185\u5377\u800c\u975e\u89e3\u51b3\u6839\u672c\u95ee\u9898\u3002\u6700\u540e\uff0c\u5176\u805a\u7126\u6b27\u6d32\u5e02\u573a\u7684\u7b56\u7565\u662f\u53cc\u5203\u5251\uff0c\u867d\u80fd\u7cbe\u51c6\u9002\u914d\u672c\u5730\u89c4\u5219\uff0c\u4f46\u4e5f\u53ef\u80fd\u8fc7\u65e9\u89e6\u53ca\u589e\u957f\u5929\u82b1\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u6216\u8bb8\u4e0d\u5728\u4e8e\u201c10\u500d\u201d\u8fd9\u4e2a\u6570\u5b57\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u8d4b\u4e88\u6c42\u804c\u8005\u4e00\u79cd\u5bf9\u6570\u5b57\u5316\u7b5b\u9009\u7cfb\u7edf\u7684\u201c\u63a7\u5236\u611f\u201d\u3002\u4f46\u4ea7\u54c1\u82e5\u60f3\u5efa\u7acb\u6301\u4e45\u4fe1\u4efb\uff0c\u5fc5\u987b\u8de8\u8d8a\u4ece\u201c\u6280\u5de7\u5de5\u5177\u201d\u5230\u201c\u6548\u679c\u9a8c\u8bc1\u5e73\u53f0\u201d\u7684\u9e3f\u6c9f\u2014\u2014\u4f8b\u5982\uff0c\u63d0\u4f9b\u53ef\u8ffd\u8e2a\u7684\u9762\u8bd5\u8f6c\u5316\u6570\u636e\u6216\u4e0e\u62db\u8058\u5e73\u53f0\u5f62\u6210\u6548\u679c\u95ed\u73af\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u5728\u7126\u8651\u4e2d\u8d29\u5356\u5e0c\u671b\uff0c\u5374\u96be\u4ee5\u81ea\u8bc1\u6548\u679c\u7684\u901f\u6548\u5de5\u5177\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\">TalentAid<\/span>\n <\/div>\n<div class=\"comment-content\">Find roles that genuinely move your career forward, and turn your experience into a CV that gets noticed. TalentAid’s AI-driven platform adapts to you, helping you land the right opportunities faster.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<\/p>\n<p>I’m Phillip, founder of TalentAid, and thankfully not as awful in real life as my interpretation of the ATS in the launch video \ud83d\ude00<\/p>\n<\/p>\n<p>The problem: 75% of resumes are rejected by ATS software before a human ever reads them. You could be the perfect candidate and never get a chance, because of formatting, missing keywords, or how a parser reads<\/p>\n<p>your PDF.<\/p>\n<\/p>\n<p>What we built: TalentAid’s CV Rewrite takes your existing resume and the job you’re targeting, then rewrites it so it’s optimized for both the ATS filters AND the human recruiter on the other side. The changes we make to your resume make it up to 10x more likely that you get an interview!<\/p>\n<\/p>\n<p>How it works:<\/p>\n<p>– Upload your resume<\/p>\n<p>– Find your dream job using semantic search tools<\/p>\n<p>– Get a rewritten version of your resume optimized for that specific role<\/p>\n<p>– ATS-friendly formatting, targeted keywords, better structure \u2014 all in seconds<\/p>\n<\/p>\n<p>We’re based in Frankfurt, bootstrapped with our own capital, and laser-focused on the European job market.<\/p>\n<p>Would love your feedback. What would make this more useful for your job search?<\/p>\n<\/p>\n<p>Drop a comment, I’m here all day.<\/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\/@philliphamnett\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@philliphamnett<\/a> <br \/>Congrats on the launch, Philipp! <\/p>\n<p>Your explanation is super clear \u2014 you managed to break down the ATS problem in a way anyone can grasp. TalentAid feels like a genuinely helpful boost for job seekers. Wishing you all the best with the launch and beyond! \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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Do you actually have relevant data to back that your CV get 10x more interviews ?<\/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<\/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 = 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