{"id":156,"date":"2026-03-10T10:59:29","date_gmt":"2026-03-10T02:59:29","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/03\/10\/2026-03-09\/"},"modified":"2026-03-10T10:59:29","modified_gmt":"2026-03-10T02:59:29","slug":"2026-03-09","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/03\/10\/2026-03-09\/","title":{"rendered":"PH\u70ed\u699c | 2026-03-09"},"content":{"rendered":"


\n
\n
\n
\n
\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-03-09<\/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 | 2026-03-09<\/h1>\n<p> <!-- \u5c55\u793aapp\u5361\u7247 --><\/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\/45H337VA2R5INK\" class=\"app-title\">Timelaps<\/a><\/p>\n<div class=\"one-liner\">Know if your marketing is working with real-time insights<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">453<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Timelaps\u901a\u8fc7\u5b9e\u65f6\u6536\u96c6\u5e76\u5206\u6790\u8d85\u8fc74000\u540d\u76ee\u6807\u6d88\u8d39\u8005\u7684\u53cd\u9988\uff0c\u4e3a\u54c1\u724c\u8425\u9500\u56e2\u961f\u63d0\u4f9b\u6301\u7eed\u7684\u54c1\u724c\u5065\u5eb7\u5ea6\u8ffd\u8e2a\u4e0e\u6d1e\u5bdf\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u54c1\u724c\u8ffd\u8e2a\u65b9\u5f0f\u6210\u672c\u9ad8\u6602\u3001\u5468\u671f\u6f2b\u957f\u3001\u6570\u636e\u6ede\u540e\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2b7a9172-d414-4b2e-bdb1-14354417e915.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/06e4b810-d1d7-42a1-9fce-dff570db8f88.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e7e677f4-db06-4b3a-946a-75b0c2a2becb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ceacd6e6-c7e2-4a0b-b843-c8d7bcbcf7dd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5796ac51-846a-4c9c-ab23-e4ef6fc09dd5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bad20ad5-082b-4664-8e7a-95a396c22018.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4e062ac0-fdd3-44ba-9f07-37d629eb2d43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f93bcc10-ec1b-4372-a4ba-248c821f5cf4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0325ec10-9dcb-4e70-b769-b450b1479982.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\/f253b81a-11f6-4d91-ac90-0cc36c3fa855.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Wwir_mCQ3dU\"><source src=\"https:\/\/www.youtube.com\/watch?v=Wwir_mCQ3dU\" 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\">Branding<\/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\">\u54c1\u724c\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5206\u6790<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u8005\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5065\u5eb7\u5ea6<\/span><br \/>\n <span class=\"tag\">AI\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u6280\u672f<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\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\u5b9e\u65f6\u54c1\u724c\u6d1e\u5bdf\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u6539\u53d8\u4e86\u4f20\u7edf\u6602\u8d35\u3001\u7f13\u6162\u7684\u5b63\u5ea6\u62a5\u544a\u6a21\u5f0f\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u6570\u636e\u66f4\u65b0\u673a\u5236\u4e0e\u5f52\u56e0\u5206\u6790\u80fd\u529b\uff08\u5982\u4f55\u533a\u5206\u76f8\u5173\u6027\/\u56e0\u679c\uff09\u3001\u5178\u578b\u5ba2\u6237\u753b\u50cf\u3001\u6570\u636e\u6536\u96c6\u65b9\u6cd5\u4e0e\u957f\u671f\u8d28\u91cf\u4fdd\u8bc1\u3001\u4ee5\u53ca\u5982\u4f55\u5c06\u4eea\u8868\u677f\u6d1e\u5bdf\u6574\u5408\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\uff08\u5982\u62a5\u544a\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Timelaps\u7684\u91ce\u5fc3\u5728\u4e8e\u5c06\u201c\u54c1\u724c\u201d\u8fd9\u4e2a\u6700\u62bd\u8c61\u7684\u8d44\u4ea7\u6570\u636e\u5316\u3001\u5b9e\u65f6\u5316\uff0c\u5e76\u585e\u8fdb\u73b0\u4ee3\u8425\u9500\u7684SaaS\u5de5\u5177\u6808\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u53d1\u660e\u4e86\u65b0\u6307\u6807\uff0c\u800c\u662f\u4ee5\u201c\u5b9e\u65f6\u201d\u548c\u201c\u53ef\u8d1f\u62c5\u201d\u4e3a\u5229\u5203\uff0c\u8bd5\u56fe\u80a2\u89e3\u4f20\u7edf\u5e02\u573a\u7814\u7a76\u673a\u6784\u6602\u8d35\u3001\u8fdf\u7f13\u7684\u670d\u52a1\u6a21\u5f0f\u3002\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u53cd\u590d\u5f3a\u8c03\u7684\u201c5\u500d\u6027\u4ef7\u6bd4\u201d\u3001\u201c\u6570\u5929\u4e0a\u7ebf\u201d\u76f4\u51fb\u4f20\u7edf\u75db\u5904\uff0c\u8fce\u5408\u4e86\u5f53\u4e0b\u4f01\u4e1a\u5bf9\u654f\u6377\u51b3\u7b56\u7684\u6781\u81f4\u8ffd\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u9769\u547d\u6027\u201d\u9762\u4e34\u6df1\u5c42\u62f7\u95ee\u3002\u9996\u5148\uff0c\u201c\u5b9e\u65f6\u201d\u4e0e\u201c\u7814\u7a76\u7ea7\u201d\u5b58\u5728\u5185\u5728\u5f20\u529b\u3002\u9ad8\u9891\u6570\u636e\u6536\u96c6\u5982\u4f55\u4fdd\u8bc1\u6837\u672c\u4ee3\u8868\u6027\u4e0e\u56de\u7b54\u8d28\u91cf\uff1f\u8fc7\u5ea6\u8ffd\u6c42\u901f\u5ea6\u662f\u5426\u4f1a\u727a\u7272\u6d1e\u5bdf\u6df1\u5ea6\uff0c\u6ca6\u4e3a\u80a4\u6d45\u7684\u60c5\u7eea\u8109\u51b2\u76d1\u6d4b\uff1f\u5176\u6b21\uff0c\u54c1\u724c\u5efa\u8bbe\u672c\u8d28\u662f\u957f\u671f\u5fc3\u667a\u5de5\u7a0b\uff0c\u5176\u6548\u679c\u5f80\u5f80\u975e\u7ebf\u6027\u4e14\u6ede\u540e\u3002\u5c06\u4e4b\u7f6e\u4e8e\u5b9e\u65f6\u4eea\u8868\u677f\u4e0a\uff0c\u53ef\u80fd\u52a9\u957f\u8425\u9500\u4eba\u5458\u7684\u77ed\u671f\u7126\u8651\uff0c\u5bfc\u81f4\u4e3a\u8ffd\u9010\u6307\u6807\u6ce2\u52a8\u800c\u8fdb\u884c\u65e0\u610f\u4e49\u7684\u7b56\u7565\u5fae\u8c03\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u5f52\u56e0\u201d\u7684\u8d28\u7591\u5207\u4e2d\u8981\u5bb3\uff1a\u5b9e\u65f6\u770b\u5230\u54c1\u724c\u6307\u6807\u6ce2\u52a8\u56fa\u7136\u597d\uff0c\u4f46\u82e5\u65e0\u80fd\u529b\u89e3\u91ca\u6ce2\u52a8\u6839\u6e90\uff08\u662f\u67d0\u6b21campaign\u3001\u7ade\u54c1\u52a8\u4f5c\u8fd8\u662f\u5b8f\u89c2\u73af\u5883\uff09\uff0c\u5176\u884c\u52a8\u6307\u5bfc\u4ef7\u503c\u5c06\u5927\u6253\u6298\u6263\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u98a0\u8986\u70b9\u5728\u4e8e\u5176\u201cAI+\u4e13\u5bb6\u201d\u7684\u6df7\u5408\u6a21\u5f0f\u3002\u82e5\u5176\u201c\u7814\u7a76\u7ea7AI\u201d\u80fd\u8d85\u8d8a\u56fe\u8868\u751f\u6210\uff0c\u6df1\u5165\u89e3\u8bfb\u6570\u636e\u5173\u8054\u3001\u6a21\u62df\u5fc3\u667a\u53d8\u5316\u8def\u5f84\u3001\u751a\u81f3\u9884\u6d4b\u54c1\u724c\u5065\u5eb7\u8d8b\u52bf\uff0c\u65b9\u80fd\u4ece\u201c\u66f4\u5feb\u7684\u4eea\u8868\u677f\u201d\u5347\u7ef4\u4e3a\u201c\u54c1\u724c\u7b56\u7565\u5927\u8111\u201d\u3002\u76ee\u524d\u770b\u6765\uff0cTimelaps\u6210\u529f\u5730\u5c06\u54c1\u724c\u8ffd\u8e2a\u4ece\u201c\u6218\u7565\u54a8\u8be2\u201d\u9886\u57df\u62c9\u5230\u4e86\u201c\u8fd0\u8425\u5de5\u5177\u201d\u5c42\u9762\uff0c\u4f46\u80fd\u5426\u771f\u6b63\u8d4b\u80fd\u54c1\u724c\u6784\u5efa\u957f\u671f\u4e3b\u4e49\u4f18\u52bf\uff0c\u800c\u975e\u63d0\u4f9b\u53e6\u4e00\u5957\u4ee4\u4eba\u7126\u8651\u7684\u5b9e\u65f6KPI\uff0c\u53d6\u51b3\u4e8e\u5176\u7b97\u6cd5\u6df1\u5ea6\u4e0e\u5bf9\u54c1\u724c\u79d1\u5b66\u672c\u8d28\u7684\u7406\u89e3\u3002\u5b83\u662f\u4e00\u9762\u66f4\u5feb\u7684\u955c\u5b50\uff0c\u4f46\u4f01\u4e1a\u66f4\u9700\u8981\u7684\u662f\u80fd\u6307\u660e\u65b9\u5411\u7684\u7f57\u76d8\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\">Timelaps<\/span>\n <\/div>\n<div class=\"comment-content\">Timelaps conducts primary research, collects responses from 4,000+ real consumers in target demographics, and tells you whether your brand marketing is working. Compared to traditional agencies or trackers, Timelaps is 5x more affordable, based on the latest science of brand growth, and continuously updated in real time.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m Harry, cofounder of <strong>Timelaps<\/strong>.<\/p>\n<p>I previously cofounded HackQuest, raised $5M+ in funding, and grew it into one of the leading developer ecosystems in the world with over 2M users.<\/p>\n<p>After HackQuest was acquired, I spent months traveling the globe: discovering, designing, coding, testing, and validating over 35 ideas from my “things to build” list to find what’s next.<\/p>\n<\/p>\n<p>In San Francisco, during <a href=\"https:\/\/joinodf.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">ODF<\/a>, Henk and I sat together during the opening ceremony and connected instantly on the type of company we want to build together and the massive opportunity in the intersection of AI and market research.<\/p>\n<\/p>\n<p>We kept asking: What matters most in the age of AI? After months of exploration and pivots, Henk and I answered the question with <a href=\"https:\/\/www.timelaps.io\/blog\/why-timelaps\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">our Timelaps thesis<\/a>. Below are snippets of why we chose branding & brand tracking.<\/p>\n<\/p>\n<p><strong>Why Branding?<\/strong><br \/>Brand is back. According to the recent McKinsey study published in November 2025, <em>Branding <\/em>was cited as the <a href=\"https:\/\/www.mckinsey.com\/capabilities\/growth-marketing-and-sales\/our-insights\/past-forward-the-modern-rethinking-of-marketings-core\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">number one priority for 2026 by marketing leaders<\/a> across all business models. <\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/29266b5f-f689-4910-ad13-0ed9047e1f0b.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>That\u2019s because a strong brand drives real business outcomes:<\/p>\n<ul>\n<li>\n<p><em>Brand is a measurable financial asset.<\/em> <a href=\"https:\/\/www.researchgate.net\/publication\/400342433_The_Impact_of_Marketing_Brand_Value_on_a_Company's_Financial_Performance\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Econometric analysis<\/a> of 135 global firms shows that every $1 increase in brand value equates to $1.76 in turnover.<\/p>\n<\/li>\n<li>\n<p><em>Sustainable Pricing Power: <\/em>Brand is the antidote to commoditization. <a href=\"https:\/\/www.kantar.com\/inspiration\/brands\/using-kantar-brandz-to-make-the-case-for-long-term-brand-building-investment\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kantar\u2019s BrandZ data<\/a> proves that stronger brands command higher than average prices vs their competitors.<\/p>\n<\/li>\n<li>\n<p><em>Cheaper to grow. <\/em>The same studies show that a strong brand hugely improves the ROI of marketing and lowers CAC.<\/p>\n<\/li>\n<\/ul>\n<p><strong><br \/>What is Brand Tracking? Why Brand Tracking?<br \/><\/strong>Brand tracking measures how strong your brand is now, how that is changing over time, and how you compare to competitors.<\/p>\n<\/p>\n<p>It answers questions like:<\/p>\n<ul>\n<li>\n<p>Are people aware of us?<\/p>\n<\/li>\n<li>\n<p>Are we associated with the right problems and solutions?<\/p>\n<\/li>\n<li>\n<p>Are we becoming the default choice in key moments of the customer journey?<\/p>\n<\/li>\n<li>\n<p>Are paid and PR campaigns actually shifting perception?<\/p>\n<\/li>\n<li>\n<p>Are we growing faster than competitors in brand health?<\/p>\n<\/li>\n<\/ul>\n<p>You wouldn\u2019t run paid socials \/ search without knowing your CTR, CPC, and CPA. <\/p>\n<p>Brand tracking is the equivalent of long-term growth. It helps you:<\/p>\n<ul>\n<li>\n<p>See if your marketing is working for building brand equity.<\/p>\n<\/li>\n<li>\n<p>Show which campaigns have an effect, or not.<\/p>\n<\/li>\n<li>\n<p>Identify segments you are over- or underperforming in.<\/p>\n<\/li>\n<li>\n<p>Detect signs of competitor threats.<\/p>\n<\/li>\n<li>\n<p>Identify the top growth areas for your brand.<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/deeac16a-01b6-436e-ac23-26efa39f0c62.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Importantly, brand tracking shows you what demand looks like before it shows up in sales figures. Revenue is the lagging indicator. Brand is the leading one.<\/p>\n<p>The AI revolution has transformed what brands can create. It’s time for tracking to catch up.<\/p>\n<p>We are still very early in the journey (<5 wks). Our goal is to document our growth journey on Product Hunt and share it with all of you. Our team is available ALL DAY for all your feedback and questions. Grateful for your support and excited to chat here \/ over a call \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>17<\/span>\n <\/div>\n<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\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a> Interesting direction here.<\/p>\n<p>Most brand tracking tools I\u2019ve seen still operate on the old quarterly research cycle, which makes the insight almost historical by the time teams see it.<\/p>\n<p>I’m curious about something though.<\/p>\n<p>When marketers see the dashboard update with new data, does Timelaps also help explain<strong> what likely caused the change <\/strong>(campaign, channel, messaging), or is the focus mainly on surfacing the signal?<\/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\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a> Pretty cool idea. Real-time insights from thousands of consumers sounds really powerful. Congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a> Hey Harry. How do you help users distinguish between correlation and actual marketing impact?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thrilled to co-present On Deck alums <a href=\"https:\/\/www.producthunt.com\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a> and <a href=\"https:\/\/www.producthunt.com\/@henk_pretorius1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@henk_pretorius1<\/a>‘s <strong>Timelaps<\/strong>.<\/p>\n<\/p>\n<p>Brand building in the age of AI requires constant vigilance and adaption.<\/p>\n<\/p>\n<p>Customer attention is fickle; keeping it means seeing shifts early.<\/p>\n<\/p>\n<p>This requires a tighter feedback loop.<\/p>\n<\/p>\n<p>Historically, brand tracking took months and cost $100K\u2013$500K+.<\/p>\n<\/p>\n<p>Useful, but way too slow now.<\/p>\n<\/p>\n<p><strong>Timelaps gives you an instant-replay view of the <em>moments<\/em> that matter\u2014 when someone chooses you\u2026 or chooses a competitor.<\/strong><\/p>\n<\/p>\n<p>With real-time insights from real people, you can spot what\u2019s changing, update your messaging, and stay top-of-mind when it counts.<\/p>\n<\/p>\n<p>If you market a brand and you\u2019re tired of waiting a quarter to learn what happened <em>last<\/em> quarter, grab a consult with the team today (it’s not everyday you get free advice from a PhD!).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a>  <a href=\"https:\/\/www.producthunt.com\/@henk_pretorius1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@henk_pretorius1<\/a>  <a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> Brand tracking used to be painfully slow and expensive, so real-time signals sound like a big shift.<\/p>\n<p>Curious what kind of companies are adopting Timelaps the fastest so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a>  <a href=\"https:\/\/www.producthunt.com\/@henk_pretorius1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@henk_pretorius1<\/a>  <a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> <\/p>\n<p>I worked with Harry on one of his previous product. The team is top notch. So excited about the product, glad you hunted this<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really interesting thesis on brand tracking. Most startups I know treat brand measurement as something you check quarterly through expensive agency reports, by which point the data is already stale. Having continuous, real time consumer feedback on brand perception changes everything about how you iterate on positioning. The 4,000+ consumer panel approach reminds me of how product teams use continuous discovery. Curious what the typical turnaround looks like from launching a study to getting actionable insights.<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> thanks! And great question. Set up is super quick – you’ll be up and running in days. As opposed to the weeks of planning with research agencies. <\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> Thanks so much for the question! Very happy that you share our vision. Turn around is actually one of Timelaps’ key differentiators – consulting firms \/ agencies usually take weeks of discovery meetings to get onboarded (I have led them) and months to see results, while Timelaps onboards in days. <\/p>\n<p>Our vision for the future is a self-service SaaS tool that takes hours to get started & shows real-time insights.<\/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\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> Interesting point. Brand tracking has traditionally been slow and expensive, so real-time signals sound like a big shift.<\/p>\n<p>Curious what type of teams are adopting Timelaps the fastest so far \u2014 startups, agencies, or larger brands?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\udc4b<\/p>\n<\/p>\n<p>I\u2019m Henk, co-founder of <strong>Timelaps<\/strong>.<\/p>\n<\/p>\n<p>After two decades designing brand health studies for some of the world’s biggest brands, we’ve built the one I always wished existed.<\/p>\n<\/p>\n<p>I have a PhD in Psychology and previously co-founded the largest digital research agency in Africa – Columinate (acquired by Human8). We were at the forefront of moving research from offline to online.<\/p>\n<\/p>\n<p>Now, I\u2019m seeing an even bigger shift. AI has commoditized content and product creation. The advantage is no longer what you make.<\/p>\n<\/p>\n<p>It’s your brand. The space you occupy in people’s minds is the last durable advantage. Companies are waking up to this. The pivot back to brand-building is real.<\/p>\n<\/p>\n<p>But measuring brand health is still expensive, slow, and based on metrics that don’t reflect how people actually choose. I know this because I’ve been on the other side.<\/p>\n<\/p>\n<p>We built Timelaps to bring brand intelligence into the modern tech stack.<\/p>\n<\/p>\n<p><strong> Why Timelaps?<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Real Data:<\/strong> Insights from thousands of real consumers in your category.<\/p>\n<\/li>\n<li>\n<p><strong>Modern dashboard: <\/strong>An always-ready intelligent dashboard, not a dusty slide deck.<\/p>\n<\/li>\n<li>\n<p><strong>Always-On:<\/strong> Forget annual “waves.” This is continuous tracking.<\/p>\n<\/li>\n<li>\n<p><strong>Research-Grade AI:<\/strong> We combine the latest in brand science with AI that surfaces actual opportunities, not just charts.<\/p>\n<\/li>\n<li>\n<p><strong>Startup Speed:<\/strong> Set up in days, not months.<\/p>\n<\/li>\n<li>\n<p><strong>SaaS Pricing:<\/strong> Priced like a subscription, not a bloated agency retainer.<\/p>\n<\/li>\n<\/ul>\n<p>I\u2019m building this alongside some great people – my cofounder Harry Zhang and I met in San Francisco doing the ODF fellowship. We instantly connected on the kind of company we want to build, and now we\u2019re making it happen. Matt is leading product dev, and it\u2019s been incredible working with him and seeing what we\u2019ve built so far. Shout out to Yutong, Yash, Daniel, and Dirk for building Timelaps with us.<\/p>\n<\/p>\n<p><strong>Product Hunt Special<\/strong><\/p>\n<\/p>\n<p>We are launching early to gather your feedback and shape v.next. As a thank you:<\/p>\n<ul>\n<li>\n<p><strong>Free Consultation:<\/strong> For founders\/marketers building consumer products, we\u2019re offering a <strong>free 30-minute deep dive<\/strong> on your brand-building and tracking strategy.<\/p>\n<\/li>\n<\/ul>\n<p><strong>Check us out:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Web:<\/strong> <a href=\"http:\/\/timelaps.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">timelaps.io<\/a><\/p>\n<\/li>\n<li>\n<p><strong>Live Demo:<\/strong> <a href=\"http:\/\/demo.timelaps.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">demo.timelaps.io<\/a> (Real data, no login required!)<\/p>\n<\/li>\n<\/ul>\n<p>I\u2019ll be here all day to answer questions. Can\u2019t wait to hear what you think.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8c8d52be-203e-4d27-bf37-a66915040654.jpeg?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>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>Website is nailed! \ud83d\ude42 <\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Appreciate that!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Yay!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, Harry and Henk! The dashboard looks really comprehensive and having real-time brand data is a huge step forward. I do have a quick question, though\u2014what should I do if I can\u2019t quite figure out what a specific chart means? Is there an easy way to get support or guidance from your team to interpret the data?<\/p>\n<p><\/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\/@aarjoo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aarjoo<\/a> Thanks! We’ve made it easy to see what’s happening with every chart. First, you can click on about, that brings up info about the chart and underlying questions. You can also ask the AI analyst. And, of course, we do onboarding for every client. We find most people get up to speed very quickly.<\/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\/@aarjoo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aarjoo<\/a> Thanks so much for the support & question – Henk already addressed it, but I just wanted to add that the vision for Timelaps is to be the ultimate self-service SaaS tool for brand tracking, whether for humans or agents. We are always upgrading features to prioritize customer experience. And that includes the AI analyst chatbot that you can ask questions and bounce ideas off now. Very soon, you will see the voice agent released so you can chat with the AI analyst directly. Stay tuned for more and newer features \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As someone working in growth\/marketing, this really resonates.<\/p>\n<p>Most teams today have tons of performance data (GA, ads dashboards, attribution tools), but very little visibility into brand perception over time. That gap makes it hard to understand whether growth is coming from paid acquisition or actual brand momentum.<\/p>\n<p>Timelaps looks like it\u2019s trying to solve that by turning brand tracking into something continuous instead of a once-a-year survey or agency report, which is a pretty interesting shift.<\/p>\n<p>I\u2019m especially curious about how the data is collected and how often the signals update \u2014 are these rolling panels, surveys, or modeled insights?<\/p>\n<p>If this works well, I can see it becoming part of the modern marketing stack alongside tools like Google Analytics.<\/p>\n<p>Congrats on the launch on Product Hunt \ud83d\ude80 Looking forward to seeing how teams use this.<\/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\/@chelsea_yang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chelsea_yang<\/a> Thanks Chelsea – you’ve nailed it – that’s exactly what we’re building. Appreciate the support! <\/p>\n<\/p>\n<p>As for the question – we use continuous surveys, sourced from only the highest quality research panels, with multiple layers of quality checks before we push it to the dashboard. So it’s real insights from real people in real time \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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chelsea_yang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chelsea_yang<\/a> Thanks so much for the support Chelsea – you are here since day 1 \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Timelaps specifically measure “brand growth” metrics\u2014such as mental availability or penetration\u2014in real time to validate that marketing efforts are driving long-term commercial value rather than just short-term engagement?<\/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\/@mordrag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mordrag<\/a> Hey Denis, right question to ask \ud83d\ude42 In short, we use a validated set of questions and metrics tailored to each category that surfaces the moments (category entry points) that brands need to win to grow share long term vs short term. We do this alongside the tried-and-true metrics marketers know: awareness, consideration, usage\/buying, and associations. We track and report on these continuously amongst a representative set of people in that category. Because we have 1. Measures validated to track actual market share 2. Do this continuously – we’re able to map the effects of marketing efforts on key brand growth metrics. Happy to do a demo and discuss more.<\/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\/@mordrag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mordrag<\/a> Hey Denis, thanks for the question & support \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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mordrag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mordrag<\/a> Great question. Measuring brand growth in real time sounds tricky.<\/p>\n<p>Curious if Timelaps relies more on survey signals, behavioral data, or a mix of both?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Marketers finally getting real-time brand insights instead of waiting months for a giant slide deck\u2026 progress \ud83d\ude05<\/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\/@aiden_jenkins\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aiden_jenkins<\/a> progress indeed \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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aiden_jenkins\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aiden_jenkins<\/a> Indeed, thanks for the support Aiden! No more waiting – real-time insights for the win!<\/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 a beautifully designed dashboard. I love how it makes complex market research look so approachable and calm. Question for the makers: how long does it typically take for a new brand to set up their first tracker and start seeing those real-time insights roll in?<\/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\/@white_devil22\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@white_devil22<\/a> thank you! Set up is super quick – we can have you up and running in a few days before we start collecting data, and the first results are available shortly after. <\/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\/@white_devil22\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@white_devil22<\/a> Thanks so much – “beautifully-designed”, “approachable” are exactly the goal. It takes 1-2 days to set up, compared to weeks and even months in the case of consulting firms \/ agencies (we did these before!)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great concept, gonna try this out<\/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\/@oratis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oratis<\/a> Thanks, great to hear!<\/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\/@oratis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oratis<\/a> Yessir! Please let us know what you think.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Brand tracking has historically been a very niche space. It\u2019s mostly been accessible only to large consumer companies because of the high cost and complexity. So it’s super helpful to have a very professional report at a fraction of the traditional cost. But I’m curious how do you ensure the<strong> <\/strong>quality of data over time, especially if companies are using the data for long-term brand tracking?<\/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>Thanks! <a href=\"https:\/\/www.producthunt.com\/@joysong_j\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joysong_j<\/a> We do that in a few ways 1. We make sure the people we get insights from match the category 2. We do extensive quality screening before, during and after data collection 3. We ensure measures remain consistent across time so any change we observe in brand health is real and not because of some quirk in the measurement. <\/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\/@joysong_j\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joysong_j<\/a> Great point. Long-term brand tracking really depends on consistent data quality.<\/p>\n<p>Curious if Timelaps relies more on continuous sampling or periodic surveys to keep the data reliable over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joysong_j\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joysong_j<\/a> Thanks so much, Joy & live the profile pic haha!<\/p>\n<p>Quality is the #1 priority at Timelaps, hence the claim on “research-grade.” We work with the best panel providers that are academic \/ research-level covering 80+ markets, at a statistically sufficient sample size (even for political census), and design the algorithm intentionally to ensure consistency across time so data is comparable.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b531cf0a-9f2b-44f5-b03f-c1b2fa2bf989.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I believe most Brand Tracking Reports are still delivered via Slide Decks and that dashboard are expensive add ons. Timelaps seems to have made that a non-issue? And Research-Grade – so not just a basic brand funnel?<\/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\/@elna_pretorius\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elna_pretorius<\/a> Hey Elna, thanks for the question! Yes, you are spot on! Slide Decks are useful, but often get tossed aside and go obsolete quickly as they capture only a snapshot (and often using data collected from months ago). That’s why Timelaps is a living dashboard that’s updated in real-time, continuously. <\/p>\n<p>Research-grade means classic + modern components. Timelaps includes not only the classic brand funnels, advertising recall, positioning, demographics, etc., but also moments, associations, and word-of-mouth. Moments in particular are super useful as they highlight the exact moment(s) you or your competitors win \/ lose consumers.<\/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\/@elna_pretorius\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elna_pretorius<\/a> Good point. A lot of brand tracking reports still end up as static slide decks.<\/p>\n<p>Curious if Timelaps replaces those reports entirely with a live dashboard or if teams still export insights into presentations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">timelaps is so cool<\/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>Congrats Harry and Henk! Timelaps looks excellent, excited to try it out soon<\/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\/@aridutilh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aridutilh<\/a> thanks Ari \ud83d\ude4f\ud83c\udffc <\/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\/@aridutilh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aridutilh<\/a> Thank you so much Ari!! Would love to catch up and demo some of our new features too \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Two important things:<\/p>\n<ol>\n<li>\n<p>Primary consumer research is a horrifyingly outdated thing these days, and it’s still so expensive and time consuming. <\/p>\n<\/li>\n<li>\n<p>Harry is an amazing builder who definitely knows what he’s doing; I am excited to see Harry working in this space, because it serves such a sore need. <\/p>\n<\/li>\n<\/ol>\n<p>Rooting for you Harry!<\/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\/@jackietanyen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jackietanyen<\/a> Thanks so much for the support, Jackie. This means the world, coming from you!! Super excited to revolutionize primary consumer research (specifically in the brand tracking niche!) with AI.<\/p>\n<p>Would love to show you what we are building and have planned for in the future \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is really good, especially when you’re just starting. Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@harryzhangs\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/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\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a>  <a href=\"https:\/\/www.producthunt.com\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a> Thanks Neil!<\/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\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a> Thanks so much for the support Neil \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Running marketing for a small business, I’ve always felt brand tracking was a “big company” luxury \u2014 quarterly agency decks we’d get 3 months late, already irrelevant. The idea of overlaying campaign activity onto a continuous perception timeline is exactly what I needed to understand what’s actually moving the needle. Quick question: how granular can the demographic segmentation get? Can I, for example, compare brand awareness among Gen Z vs Millennials in a specific city?<\/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\/@ilya_lee\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ilya_lee<\/a> That’s such a good observation, and exactly what we’ve been hearing from marketers everywhere: slow, expensive tracking that arrives too late and prices out many brands that need it most. <\/p>\n<\/p>\n<p>And yes, that’s exactly what you can do – cut and compare data by demographics like age, region, income and more!<\/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\/@ilya_lee\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ilya_lee<\/a> Hey Ilya, you are already miles ahead, knowing brand tracking exists and actively finding ways to leverage it. I also believe overlaying campaign activity onto a timeline view of brand health is a game-changer (ps: kind of like TradingView overlaying market news & Fed policy changes) – excited to release the feature soon.<\/p>\n<p>On your question, 100%, that’s exactly what the demographics section empowers users to do in the interactive dashboard. You can filter by age group, geography, and more etc. A lot of easier to identify pattern for experienced eyes but obviously the title summary and AI analyst also help!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harryzhangs\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a> Love the idea! I\u2019m curious, what surprised you the most while validating this with marketers?<\/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\/@harryzhangs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryzhangs<\/a>  <a href=\"https:\/\/www.producthunt.com\/@damian_quiroga\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@damian_quiroga<\/a> Hi Damian, honestly, it was the degree to which, for most brands, they felt the pain we describe here: slow, expensive tracking that hasn’t changed in decades! Also, how widely this was true: for small brands and enterprise brands alike.<\/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\/@damian_quiroga\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@damian_quiroga<\/a> Thanks so much for the support, Damian – the validation process has been quite a journey, and we have been astonished by the sheer volume of excitement from brand marketers, especially those marketing executives at large enterprises who have been working with agencies or a traditional alternative tool that costs high six figures and, in many cases, seven figures annually. They definitely feel the pain. In fact, most clients we have onboarded so far fall under this category.<\/p>\n<p>For leaders in smaller brands, many have heard of brand tracking but never actively used it, and some are completely foreign to the concept (similar to digital marketing back in 2012-2014), they understand the need but are still learning how it works. Our goal is to make it as simple as possible for them to get started and derive value.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Yeap Harry! I still remember how we used to do this 10 years ago and it was like diving blindly without key data. New times, new ways, new mindset. I’m sure founders will love to see their brand tracking and how they can outperform through Timelaps. Wish you all the best<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> appreciate that, thank you!<\/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\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> 100%. A lot of exciting new things are now only possible because of AI. Thanks so much for the support man \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been flying blind on what’s actually driving signups for TubeSpark. Google Analytics tells me someone visited from Twitter, but not whether that visit mattered. Real-time would help a lot when I’m testing different landing page versions across 5 languages. How granular does the attribution get?<\/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\/@aitubespark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aitubespark<\/a> Hi Gabriel, Thanks for the kind words, and the attribution pain you’re describing is real, but Timelaps actually sits in a different part of the stack. We’re a brand-tracking platform, so rather than measuring what drives a specific signup, we measure how your brand is perceived and recalled by your target audience over time.<\/p>\n<\/p>\n<p>Think of it as the layer above attribution: once you know people are finding you, we help you understand whether they actually know who you are, what you stand for, and whether you’re top of mind when they’re ready to buy.<\/p>\n<p>For your attribution needs, curious whether you’ve tried something like Northbeam or Triple Whale? Hope the launch is useful context either way, and if brand perception ever becomes a priority as TubeSpark scales, we’d love to have you back!<\/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\/@aitubespark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aitubespark<\/a> Hey Gabriel, thanks so much for the thoughtful question. Henk already answered your question in-detail, so I just wanted to offer you a free brand consult available once you land on our home page. It will be your time, tailored to TubeSpark, and does not have to be related to Timelaps. Please feel free to DM if it’s easier!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the concept. As a marketer myself, results from brand marketing efforts are the toughet to attribute. Glad to see an impactful alternative to the cost-intensive options of third party agencies or outdated research cycles.<\/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\/@shalini_umrao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shalini_umrao<\/a> appreciate that Shalini, we built this for all marketers, so great to hear it resonates!<\/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\/@shalini_umrao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shalini_umrao<\/a> Thanks, Shailini! Love to see support from a fellow marketer \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this product. Excited to see you continue to grow on PH. Wondering how\u2019s the feedback so far? Have you gotten any enterprise clients?<\/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\/@yves_yang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yves_yang<\/a> Thank you! Feedback has been great from enterprise, mid-market, and challenger brands. We’re onboarding clients across all segments right now. It’s been eye-opening to see how many diverse brands struggle with the same issues that Timelaps solves. <\/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>Solid video, good luck on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jan_heimes\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jan_heimes<\/a> Thanks Jan! Appreciate the support.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jan_heimes\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jan_heimes<\/a> Thanks Jan \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting concept! Does the platform highlight why perception shifts happen, or just show the metrics? Would love to understand how teams interpret the changes.<\/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\/@leo_aj\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leo_aj<\/a> Hey Leo, thanks! Yes we do – teams can already use internal knowledge of campaigns to know what shifted. In our next release, we are launching a feature that actually allows marketers to overlay their campaigns (and competitors’) on the data, showing what effect they had. Once enough data is collected for each project this will be used to 1. Surface patterns across marketing efforts that had the most impact 2. Make predictions about planned campaigns.<\/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\/@leo_aj\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leo_aj<\/a> Hey Leo, thanks for the question! We’d love to chat with you and further demonstrate what the platform is capable of and the new features that we will soon make available to the public (many never existed in any other brand trackers before). We’d invite you to book a chat with us here: <a href=\"https:\/\/calendly.com\/timelaps\/new-meeting\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/calendly.com\/timelaps\/new-meeting<\/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>This is super practical for marketers. <\/p>\n<\/p>\n<p>I like the \u2018Moment x Brand Matrix\u2019 chart especially as it allows me to compare across competitors and zooms in on specific moments where we are winning \/ losing.<\/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\/@justin2025\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@justin2025<\/a> appreciate that. That’s one of my favorites too – it’s a very insightful view.<\/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\/@justin2025\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@justin2025<\/a> Thank you!! That’s a prime example of showing what’s the latest in brand science – you won’t find this chart in any other brand tracking software \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I was a consultant doing brand equity tracking and data analysis for a long time partnered with global consumer goods brands. What I encountered was not only traditional research methodology that was manually and time consuming, but also the different tracking metrics from each client that was not consistent all the time without the possibility of building a single data tool to serve customized purposes. Would love to try it out and share more thoughts!<\/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\/@haoze_zhang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haoze_zhang<\/a> Hey Haoze, love this feedback. You clearly understand the painpoint & I shared a similar experience as a consultant! Building a tool that’s comprehensive enough to cover the 80% common grounds and flexible enough to address the 20% personalized requests \/ questions from each client is the key. Would love to share our perspective and learn about yours over a call if you are down: <a href=\"https:\/\/calendly.com\/timelaps\/new-meeting\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/calendly.com\/timelaps\/new-meeting<\/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>Is this optimized mostly for B2C companies or can B2B style companies also take part? What about startups that don’t have much of a “brand footprint” to begin with?<\/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\/@lienchueh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lienchueh<\/a> Hey Lien, thanks for the great questions. You are correct, this is optimized for 2C companies. B2B is significantly harder and more costly, so not within our focus area at the moment.<\/p>\n<p>For startups that don’t have much of a brand footprint to begin with, valuable insights will also be very difficult to obtain at the current stage. Hence, most of our customers are enterprise and challenger brands (or Series A-C startups that are at least top 20 in the category). We are working on a more startup & SMB friendly product version and offer as part of the roadmap. Excited to share more very soon \ud83d\ude42<\/p>\n<p>We are still very happy to chat & see if there’s anything we can help. Please feel free to book a call directly with Henk & I: <a href=\"https:\/\/calendly.com\/timelaps\/new-meeting\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/calendly.com\/timelaps\/new-meeting<\/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>Hey Harry! Congrats on your launch! Great to see Timelaps on ProductHunt!<\/p>\n<\/p>\n<p>How does Timelaps compare to traditional brand tracking tools in terms of turnaround time? We’ve been looking for the best brand tracker that gives insights in days, not weeks. Is it possible with Timelaps?<\/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\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> Hey Alex!! Thanks so much for the support, and it was so great to chat with you back in the discovery phase of Timelaps.<\/p>\n<p>Appreciate the thoughtful question – turnaround time is the key differentiator and advantage Timelaps has over traditional alternatives like Qualtrics or agencies \/ consultancies. <\/p>\n<p>Brands working with agencies \/ consultancies typically take weeks to set up (via a series of information downloads and discovery interviews; I have led many of these exchanges in my prev. life!) and months to get snapshot PPTs fully completed from study design to field work to analyses and to reporting.<\/p>\n<p>Below is a quote from a design partner (a leading brand in EMEA): “We expect to receive our report next month (March), but the Field work was done online last August (more than five months ago).”<\/p>\n<p>You are spot-on. Timelaps takes only 1-2 days to set up, and you can start seeing action insights in real-time shortly after.<\/p>\n<p>Would love to chat more and show you how it works!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Real-time brand tracking from actual consumer responses instead of just web analytics is a cool angle. How are you thinking about scaling the panel sizes across different markets?<\/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\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a> Thanks for the question, David! You understood the value prop immediately. <\/p>\n<p>We are keeping panel size consistent for our enterprise and challenger brand clients and design partners now at 4,000 \/ year (same as other leading self-service tools & functions as a better, cheaper, fully-automated Qualtrics alternative). This is the number widely considered by F500 companies and brand marketing researchers globally as the gold standard for a representative sample size to draw meaningful recommendations over time.<\/p>\n<p>And you are spot-on, in some markets (we cover 82 markets now) and categories (we can support all 2C businesses), we might need to increase \/ decrease panel size. As our database scales and our AI gets better and better, the tool will provide more accurate recommendations accordingly. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/E7IIYG2S3D4EKQ\" class=\"app-title\">Roundtable<\/a><\/p>\n<div class=\"one-liner\">Launch your EU investment fund in days, not months<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">393<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Roundtable\u901a\u8fc7\u63d0\u4f9b\u201c\u57fa\u91d1\u5373\u670d\u52a1\u201d\u5e73\u53f0\uff0c\u8ba9\u65b0\u5174\u57fa\u91d1\u7ecf\u7406\u80fd\u5728\u51e0\u5929\u5185\u4ee5\u6781\u4f4e\u6210\u672c\u5728\u6b27\u76df\u5408\u89c4\u8bbe\u7acb\u5e76\u8fd0\u8425\u57fa\u91d1\uff0c\u89e3\u51b3\u4e86\u6b27\u6d32\u57fa\u91d1\u8bbe\u7acb\u6d41\u7a0b\u7e41\u7410\u3001\u6210\u672c\u9ad8\u6602\u3001\u51c6\u5165\u58c1\u5792\u9ad8\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5f36e6ea-9d08-470e-a3db-39ceb4f0a9f0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f418487d-b3c0-4565-be84-9d9e793912fb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51f2eda9-b8ac-4106-8484-38a629177f01.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a0ac36c-d552-4b48-9072-d3e586f6e17b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2939aef9-6079-4b29-b5c3-7fe8899967f4.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\">Fintech<\/span><br \/>\n <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Venture Capital<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u91d1\u878d\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u57fa\u91d1\u5373\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6b27\u76df\u57fa\u91d1<\/span><br \/>\n <span class=\"tag\">\u79c1\u52df\u80a1\u6743<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u6295\u8d44<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u52df\u8d44<\/span><br \/>\n <span class=\"tag\">\u8d44\u4ea7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">B2B\u91d1\u878d<\/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\u626c\u4ea7\u54c1\u89e3\u51b3\u4e86\u884c\u4e1a\u957f\u671f\u75db\u70b9\uff0c\u8ba4\u53ef\u5176\u6613\u7528\u6027\u548c\u56e2\u961f\u6267\u884c\u529b\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u5728\u4e24\u4e2a\u5173\u952e\u95ee\u9898\uff1a1. \u5e73\u53f0\u81ea\u52a8\u5316\u4e0e\u4eba\u5de5\u4ecb\u5165\u7684\u5177\u4f53\u8fb9\u754c\uff08\u5982\u6cd5\u5f8b\u7ed3\u6784\u3001\u5408\u89c4\u3001\u62a5\u544a\u7b49\u73af\u8282\uff09\uff1b2. \u4f5c\u4e3aAIFM\uff0c\u5e73\u53f0\u4e0e\u57fa\u91d1\u7ecf\u7406\u5728\u6295\u8d44\u51b3\u7b56\u5931\u8bef\u65f6\u7684\u8d23\u4efb\u5212\u5206\u3002\u6574\u4f53\u53cd\u9988\u79ef\u6781\uff0c\u88ab\u89c6\u4e3a\u5bf9\u9648\u65e7\u884c\u4e1a\u7684\u98a0\u8986\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 Roundtable\u770b\u4f3c\u662f\u4e00\u4e2a\u6d41\u7a0b\u81ea\u52a8\u5316\u548c\u6210\u672c\u524a\u51cf\u5de5\u5177\uff0c\u4f46\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u4ef7\u503c\u5728\u4e8e\u91cd\u6784\u4e86\u6b27\u6d32\u98ce\u9669\u6295\u8d44\u5e02\u573a\u7684\u6743\u529b\u7ed3\u6784\u4e0e\u8d44\u672c\u6d41\u52a8\u6a21\u5f0f\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u201c\u76d1\u7ba1\u5957\u5229\u201d\u4e0e\u201c\u57fa\u7840\u8bbe\u65bd\u6c11\u4e3b\u5316\u201d\u7684\u7ed3\u5408\u4f53\uff1a\u901a\u8fc7\u5176\u6301\u6709\u7684EUVECA\u724c\u7167\uff0c\u5c06\u539f\u672c\u5c5e\u4e8e\u5927\u578b\u673a\u6784\u7684\u5408\u89c4\u51c6\u5165\u7279\u6743\uff0c\u4ee5\u670d\u52a1\u5f62\u5f0f\u62c6\u552e\u7ed9\u65b0\u5174\u57fa\u91d1\u7ba1\u7406\u4eba\u3002\u8fd9\u4e0d\u4ec5\u964d\u4f4e\u4e86\u8d22\u52a1\u95e8\u69db\uff0c\u66f4\u91cd\u8981\u7684\u662f\u6253\u7834\u4e86\u201c\u4ec5\u9650\u4e13\u4e1a\u6295\u8d44\u8005\u201d\u548c\u201c\u672c\u56fd\u5e02\u573a\u201d\u7684\u5730\u57df\u76d1\u7ba1\u67b7\u9501\uff0c\u521b\u9020\u4e86\u6cdb\u6b27\u76df\u4e43\u81f3\u8de8\u5927\u897f\u6d0b\u7684\u52df\u8d44\u6e20\u9053\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u57fa\u91d1\u5373\u670d\u52a1\u201d\u6a21\u5f0f\u7684\u6838\u5fc3\u98ce\u9669\u4e0e\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u7b2c\u4e00\u662f\u8d23\u4efb\u5d4c\u5957\u95ee\u9898\u3002\u5e73\u53f0\u4f5c\u4e3a\u6301\u724cAIFM\uff08\u53e6\u7c7b\u6295\u8d44\u57fa\u91d1\u7ecf\u7406\uff09\uff0c\u5728\u6cd5\u5f8b\u4e0a\u662f\u57fa\u91d1\u7684\u201c\u5916\u58f3\u201d\uff0c\u4f46\u5b9e\u9645\u6295\u8d44\u51b3\u7b56\u6743\u5728\u5ba2\u6237\uff08\u57fa\u91d1\u7ecf\u7406\uff09\u624b\u4e2d\u3002\u8fd9\u79cd\u201c\u58f3\u201d\u4e0e\u201c\u6838\u201d\u7684\u5206\u79bb\uff0c\u5728\u51fa\u73b0\u4e1a\u7ee9\u7ea0\u7eb7\u6216\u5408\u89c4\u6f0f\u6d1e\u65f6\uff0c\u5c06\u5f15\u53d1\u590d\u6742\u7684\u8d23\u4efb\u8ba4\u5b9a\u5371\u673a\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u8d23\u4efb\u5212\u5206\u7684\u63d0\u95ee\u76f4\u6307\u8fd9\u4e00\u547d\u95e8\u3002\u7b2c\u4e8c\u662f\u89c4\u6a21\u4e0e\u6df1\u5ea6\u7684\u77db\u76fe\u3002\u5e73\u53f0\u901a\u8fc7\u6807\u51c6\u5316\u5b9e\u73b0\u201c\u51e0\u5929\u5185\u542f\u52a8\u201d\uff0c\u4f46\u9ad8\u7aef\u3001\u590d\u6742\u7684\u57fa\u91d1\u7ed3\u6784\u5f80\u5f80\u9700\u8981\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u6cd5\u5f8b\u4e0e\u7a0e\u52a1\u65b9\u6848\uff0c\u8fd9\u5e76\u975e\u5f53\u524d\u6a21\u5f0f\u6240\u80fd\u8986\u76d6\uff0c\u53ef\u80fd\u5c06\u5176\u5ba2\u7fa4\u9650\u5b9a\u5728\u76f8\u5bf9\u7b80\u5355\u7684\u57fa\u91d1\u7c7b\u578b\u4e0a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u957f\u671f\u4ef7\u503c\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2a\u57fa\u91d1\u884c\u653f\u7ba1\u7406\u8f6f\u4ef6\uff0c\u800c\u5728\u4e8e\u6709\u671b\u6210\u4e3a\u6b27\u6d32\u65b0\u5174VC\u57fa\u91d1\u7684\u201c\u9ed8\u8ba4\u542f\u52a8\u5c42\u201d\u3002\u5982\u679c\u5b83\u80fd\u6210\u529f\u6c47\u805a\u5927\u91cf\u65b0\u5174\u7ba1\u7406\u4eba\u548c\u5176\u80cc\u540e\u7684LP\u7f51\u7edc\uff0c\u5b83\u5c06\u4ece\u4e00\u4e2a\u670d\u52a1\u63d0\u4f9b\u5546\u6f14\u53d8\u4e3a\u4e00\u4e2a\u8d44\u4ea7\u5206\u53d1\u548c\u4eba\u624d\u53d1\u73b0\u7684\u67a2\u7ebd\u5e73\u53f0\uff0c\u638c\u63e1\u8d44\u4ea7\u7aef\u7684\u6e90\u5934\u6570\u636e\u3002\u4f46\u8fd9\u6761\u9053\u8def\u4e0a\u9762\u4e34\u7740\u4f20\u7edf\u5927\u578b\u57fa\u91d1\u670d\u52a1\u5546\uff08\u5982Aztec Group\uff09\u7684\u7ade\u4e89\uff0c\u4ee5\u53ca\u76d1\u7ba1\u73af\u5883\u53d8\u5316\u7684\u6f5c\u5728\u98ce\u9669\u3002\u5b83\u662f\u5426\u771f\u80fd\u201c\u8ba9\u66f4\u591a\u4eba\u521b\u529e\u57fa\u91d1\u201d\uff0c\u8fd8\u662f\u4ec5\u4ec5\u964d\u4f4e\u4e86\u521d\u59cb\u95e8\u69db\uff0c\u5374\u5c06\u7ade\u4e89\u63a8\u5411\u4e86\u66f4\u6b8b\u9177\u7684\u52df\u8d44\u4e0e\u6295\u8d44\u80fd\u529b\u5c42\u9762\uff0c\u4ecd\u6709\u5f85\u89c2\u5bdf\u3002\u8fd9\u662f\u4e00\u573a\u9488\u5bf9\u91d1\u878d\u7279\u6743\u9636\u5c42\u7684\u7cbe\u5de7\u8d77\u4e49\uff0c\u4f46\u8d77\u4e49\u8005\u6700\u7ec8\u53ef\u80fd\u4e5f\u5728\u6784\u5efa\u65b0\u7684\u89c4\u5219\u4e0e\u58c1\u5792\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\">Roundtable<\/span>\n <\/div>\n<div class=\"comment-content\">Setting up a fund in Europe used to take \u20ac200k+ (legal\/tax included) and months of waiting. We built Roundtable to change that. With our EUVECA license, emerging fund managers can launch a compliant EU fund in days, not months. Market to professional and non-professional investors across Europe, onboard LPs digitally, manage capital calls and distributions, all from one platform. US LPs welcome too.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<p>I’m Julien, CPO at Roundtable.<\/p>\n<p>Launching an investment fund in Europe is painfully complex:<br \/>– Need an AIFM license (\u20ac200k\/year minimum – legal\/tax included)<br \/>– 2-3 months of bureaucracy<br \/>– Can only market to professional investors in your country<\/p>\n<p>This means only large institutions can afford to launch funds, while emerging<br \/>managers are locked out.<\/p>\n<p>Roundtable is fund-as-a-service infrastructure that handles everything:<br \/>– We are your AIFM<br \/>– Legal docs included (LPA, Sub Agreement, PRIIPS KID)<br \/>– Launch in days, not months<br \/>– Market to professional + non-professional investors across EU<br \/>– Digital LP onboarding, capital calls, distributions<br \/>– US LP support available<\/p>\n<p>Why we built this<br \/>Setting up a fund in Europe meant \u20ac200k\/year minimum for an AIFM license (legal\/tax included), and months of bureaucracy, before making a single investment. Emerging managers were being locked out by infrastructure designed for billion-dollar institutions. We built Roundtable to change that.<\/p>\n<p>What we’re most excited about<br \/>With our EUVECA license, funds can be marketed compliantly to non-professional and professional investors across all EU countries, including US LPs. Most platforms still lock you into professional-investor-only distribution in your home country. We don’t.<\/p>\n<p>What we need from you<br \/>Your honest feedback! Specifically:<br \/>– Fund managers: Would this solve your problems?<br \/>– LPs: Would you feel comfortable investing through this?<br \/>– Anyone: What are we missing?<\/p>\n<p>Thanks for checking us out! Will be here all day answering questions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>29<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> I love your product, gogogo Roundtable !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> Hi Julien. Which parts of fund creation does Roundtable actually automate? Legal structure, compliance, investor onboarding, reporting? What parts of launching a fund still require human involvement despite the platform?<\/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\/@julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> Hey Julien \ud83d\ude42 As the AIFM, when a fund manager makes a questionable investment decision, where exactly does your liability end and theirs begin?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>When you need an SVP, you actually need a RoundTable. It’s so easy, the product is super well done, and this new launch just proves one more time how smart their team is! Keep pushing \ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aureliengeorget\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aureliengeorget<\/a> Thanks Aur\u00e9lien!<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@aureliengeorget\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aureliengeorget<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Addicted to Roundtable \ud83d\ude42 it\u2019s about to become a verb !<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@mvaxelaire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mvaxelaire<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<a href=\"https:\/\/www.producthunt.com\/@mvaxelaire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mvaxelaire<\/a> for the kind words!<br \/>Love working with you \ud83d\ude42 <\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you for your continuous support<a href=\"https:\/\/www.producthunt.com\/@mvaxelaire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mvaxelaire<\/a> \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Insane to see how quickly roundtable is growing! Love the product and the team!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@guillaume_moubeche1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@guillaume_moubeche1<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@guillaume_moubeche1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@guillaume_moubeche1<\/a> Thanks a lot !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@guillaume_moubeche1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@guillaume_moubeche1<\/a> Thanks for the kind words, means a lot coming from you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the product, congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@quentin_le_gall1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quentin_le_gall1<\/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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@quentin_le_gall1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quentin_le_gall1<\/a> <br \/>Thank you! <\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@quentin_le_gall1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quentin_le_gall1<\/a> let’s gooo thanks Quentin \ud83d\udc99<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Amazing to see how you’re filling this critical gap in our ecosystem! Onwards! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@eggertxyz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eggertxyz<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eggertxyz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eggertxyz<\/a> Thank you very much Christian<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@eggertxyz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eggertxyz<\/a> Thanks!<br \/>Indeed, it’s crazy how hard it still is to launch a fund in Europe!<br \/>Let’s go!<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been one of the first to use Roundtable for their SPV features. World class execution. This will be a blast for Fundadmin. Congrats <a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> <a href=\"https:\/\/www.producthunt.com\/@evan_testa\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"evan_testa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@evan_testa<\/a> <a href=\"https:\/\/www.producthunt.com\/@simon_ternoir\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"simon_ternoir\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@simon_ternoir<\/a> <a href=\"https:\/\/www.producthunt.com\/@jantoine\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jantoine\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jantoine<\/a> – can’t wait <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@quentin_nickmans1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quentin_nickmans1<\/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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Clearly a long time to be disrupted industry !<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@quentin_nickmans1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quentin_nickmans1<\/a> Thanks for your support from Day 1!<\/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>Loved the experience as founders! Great job, RT!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hugues_renou2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hugues_renou2<\/a> Thanks for the kind words!<br \/>Happy to have been able to support you<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@hugues_renou2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hugues_renou2<\/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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks <a href=\"https:\/\/www.producthunt.com\/@hugues_renou2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hugues_renou2<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Well done Roundtable! Awesome product and team, let’s go \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you<a href=\"https:\/\/www.producthunt.com\/@gregcha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gregcha<\/a> !<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@gregcha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gregcha<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Have been a user at Roundtable for a couple of years, I can’t ever remember how we handled investment workflows, clubs and compliance before!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@amaury_sepulchre2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amaury_sepulchre2<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support Amaury !! <\/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\/@amaury_sepulchre2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amaury_sepulchre2<\/a> Thanks for using us from the start!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>On top of a very well-thought product, there is also skilled people behind like <a href=\"https:\/\/www.producthunt.com\/@alexis_guinebretiere\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"alexis_guinebretiere\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexis_guinebretiere<\/a> to provide you with a seamless and insightful experience.<br \/>Roundtable is an evidence!<\/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>Indeed \ud83d\ude09 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<a href=\"https:\/\/www.producthunt.com\/@brieuc1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brieuc1<\/a> !<br \/>Indeed, we focus on both the product and the execution to make it a memorable experience \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Maybe the most insightful comment of the day, thanks <a href=\"https:\/\/www.producthunt.com\/@brieuc1\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"brieuc1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brieuc1<\/a> \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/products\/joinroundtable\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"joinroundtable\" target=\"_blank\" rel=\"noopener\">@Roundtable<\/a> for your amazing contribution to private investments, making it easier to invest will make it more accessible, which in turn will move cash away from savings accounts and into private markets, fostering innovation along the way! <\/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>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@gregblondeau\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gregblondeau<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you Gregory !! <\/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>Thanks<a href=\"https:\/\/www.producthunt.com\/@gregblondeau\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gregblondeau<\/a> <br \/>That’s the exact plan!<\/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 is long overdue. The barrier to entry for emerging fund managers in Europe has been absurd for years \u20ac200k+ just to exist legally before raising a single euro. Congrats on the launch, will be watching this closely. <\/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\/@pierre_lemaire2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pierre_lemaire2<\/a> <br \/>Exactly, it’s really a high barrier to entry to fund formation in Europe!<br \/>We’re hoping this will help the ecosystem as a whole<\/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\">Thanks Pierre !<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Big congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> !<\/p>\n<p>Speaking from experience: we used Roundtable at Phacet to structure our seed round SPV and to run our BA club. What would have been months of legal back-and-forth was done in days.<\/p>\n<p>Europe desperately needed this kind of infrastructure. Excited to see you open the door for more emerging managers !<\/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>Thanks for your support  <a href=\"https:\/\/www.producthunt.com\/@willpa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@willpa<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for the kind words<a href=\"https:\/\/www.producthunt.com\/@willpa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@willpa<\/a> \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I am the biggest fan of Roundtable, what you guys have built is incredible <\/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>Thanks Roxanne ! And it’s just the beginning \ud83d\ude42 <\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@roxannevarza\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roxannevarza<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@roxannevarza\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roxannevarza<\/a> Thanks for the kind words, means a lot coming from you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>ngl if you are raising for a fund and not using it your ngmi <\/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\/@tibozaurus\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tibozaurus<\/a> <br \/>ngl if you\u2019re raising a fund and still running ops on spreadsheets you\u2019re ngmi!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> <a href=\"https:\/\/www.producthunt.com\/@evan_testa\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"evan_testa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@evan_testa<\/a> !<br \/>Big fan since day one!<\/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>Thanks for your support  <a href=\"https:\/\/www.producthunt.com\/@adrienvdb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adrienvdb<\/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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@evan_testa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@evan_testa<\/a>  <a href=\"https:\/\/www.producthunt.com\/@adrienvdb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adrienvdb<\/a> <br \/>Thanks Adrien!<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks Adrien ! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The EUVECA license angle is really smart. Most fund in a box plays I have seen target US managers through SPV structures, but European emerging managers have been massively underserved. Being able to market to non professional investors across the whole EU is a game changer for smaller funds that cannot hit institutional minimums. What is the typical fund size you are seeing from early users?<\/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>Thanks <a href=\"https:\/\/www.producthunt.com\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> !<br \/>Indeed Euveca even enables marketing to non profesionnal in Europe with tickets starting at 100k\u20ac!<br \/>For now the fund sizes are ranging from 8M\u20ac to 300M\u20ac! And we have an average between 20 and 30M\u20ac!<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> Great question!<\/p>\n<p>You’re right, the EU is once more lagging the US, and we need to catch up.<br \/>The EUVECA license is designed to do just that with a European passport allowing to easily market across the EU.<br \/>We’re seeing funds ranging from 10M\u20ac up to 300M\u20ac \ud83d\ude42 <\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Ohh great idea, this is going to scrap the hustle of raising capital from founders, as a founder, I think this is gonna help me a lot . I\u2019m so excited to try it. Does it work for only the EU Market VCs and Angels?<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@atwijukire_ariho_seth\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@atwijukire_ariho_seth<\/a> our setup complies with EU regulation, but it is possible for EU funds to raise from foreign investors as well.<br \/>However we cannot support just about any fund in any market, yet \ud83d\ude09 <\/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>First fund customer here! European regulations are impossible to navigate and Roundtable is the only fund admin to make it bearable \ud83d\ude42 The team is reactive at all times.<\/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>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@etienneboutan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@etienneboutan<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats team!<\/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>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@iuliia_sh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iuliia_sh<\/a> !!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<\/p>\n<\/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>Thank you<a href=\"https:\/\/www.producthunt.com\/@iuliia_sh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iuliia_sh<\/a> !<br \/>We love papermark as well!<\/p>\n<\/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’s the minimum \/ average emerging fund size you are looking to enable?<\/p>\n<p>It’s more ~ 2\/3MM or double digit?<\/p>\n<p>Would an Emerging Manager already need (some sort of) capital commitments in order to start off?<\/p>\n<\/p>\n<p>Thanks \ud83d\ude42 <a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> <\/p>\n<\/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>For now our funds are ranging from 8M\u20ac (single digit) to 300M\u20ac with an average around 20\/30M. But with the level of automation in front of us we will soon be able to support 3\/5M\u20ac funds too ! <\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a> Interesting problem to tackle.<\/p>\n<p>The infrastructure barrier in Europe is real. \u20ac200k\/year and months of setup effectively block emerging managers before they even place their first deal.<\/p>\n<p>The \u2018fund-as-a-service\u2019 angle feels like the real unlock here, especially if launch timelines drop from months to days.<\/p>\n<p>One thing I\u2019m curious about.<\/p>\n<p>For new fund managers raising their first vehicle, does Roundtable also help with investor visibility or discovery, or is the focus mainly on infrastructure and compliance?<\/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\/@taimur_haider1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taimur_haider1<\/a> <br \/>Hi Taimur,<br \/>This is a great question!<\/p>\n<p>We’re an infrastructure player, so we don’t actively push investment opportunities to investors.<br \/>This is a difference with a crowdfunding platform for instance.<br \/>We consider that it avoids conflicts of interest on our part!<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Roundtable\u2019s financial infrastructure automate the complex regulatory compliance and capital call processes across different asset classes like Real Estate and Venture Capital within a single marketplace?<\/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>Hello <a href=\"https:\/\/www.producthunt.com\/@mordrag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mordrag<\/a> ,<br \/>We are getting the different required licenses from the regulator and then we open one asset class by one asset class and map all required processes specific for each! <\/p>\n<p>Thanks to AI and an agnostic central data model, we manage to provide a high level of automation to our operation teams and our customers (bringing back high level of reliability compare to multiple excels which are commonly used in the ecosystem as of now)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Wow, interesting product. How did you manage to get through all the European bureaucracy?<\/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\">By tackling it piece by piece and automating it !!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Use roundtable for all my SPVs<\/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>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@auree_aubert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@auree_aubert<\/a> !!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@auree_aubert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@auree_aubert<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What’s the reason behind the name? Love the fact that it focuses on the EU sector. Congrats on the launch<a href=\"https:\/\/www.producthunt.com\/@julien_fissette\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"julien_fissette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_fissette<\/a>! <\/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\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a><br \/>The reason behind the name Roundtable is that, like probably a lot of startup founders, we tried dozens of different names which either didn’t sound great but were available, or sounded great but were already taken until we landed on this one!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Europe has incredible startups and scaleups, so anything that makes it easier for founders to raise funds and scale across the continent (and the world) is amazing!<\/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>Thanks for your support <a href=\"https:\/\/www.producthunt.com\/@e_ernoult\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@e_ernoult<\/a> !!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@e_ernoult\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@e_ernoult<\/a> thank you !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@e_ernoult\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@e_ernoult<\/a> That’s the goal! Thanks for your support \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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Excellent tool ! I used it to manage the funding of my own startup, Octopus Community => smooth, efficient, fast, user friendly and super customer support<\/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\/@gregoire_mercier1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gregoire_mercier1<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting to see where this will go, and congrats for the launch!<\/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>Thanks <a href=\"https:\/\/www.producthunt.com\/@weiss_arnaud\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@weiss_arnaud<\/a> !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/6QGZ7PKRIF6ZAA\" class=\"app-title\">Dex<\/a><\/p>\n<div class=\"one-liner\">Ask your data. Get answers and next steps.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">290<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Dex\u662f\u4e00\u6b3e\u9762\u5411\u521b\u4e1a\u8005\u7684AI\u6570\u636e\u5206\u6790\u52a9\u624b\uff0c\u901a\u8fc7\u8fde\u63a5\u591a\u79cd\u6570\u636e\u6e90\u5e76\u652f\u6301\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff0c\u5e2e\u52a9\u975e\u6280\u672f\u7528\u6237\u5728\u65e0\u9700\u7f16\u5199SQL\u6216\u7b49\u5f85\u6570\u636e\u5de5\u7a0b\u5e08\u7684\u60c5\u51b5\u4e0b\uff0c\u5feb\u901f\u83b7\u5f97\u6570\u636e\u6d1e\u5bdf\u548c\u884c\u52a8\u5efa\u8bae\uff0c\u89e3\u51b3\u6570\u636e\u83b7\u53d6\u4e0e\u51b3\u7b56\u8131\u8282\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ff16c0ec-abce-4f87-810a-b302ca300486.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/df4509d4-919d-40cb-b126-3b7ab9b0a032.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/16fb3abc-5050-488a-85b4-9e201c4bb53d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e86d674d-5a80-470d-9b84-6445774b9228.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\/c74639e9-f977-4506-bf33-7924d7794095.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/NUG2nnuZrcg?si=1OzDXMmRAgXZ82uh\"><source src=\"https:\/\/youtu.be\/NUG2nnuZrcg?si=1OzDXMmRAgXZ82uh\" 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>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6574\u5408\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5546\u4e1a\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6c11\u4e3b\u5316<\/span><br \/>\n <span class=\"tag\">\u591a\u6e90\u6570\u636e\u8fde\u63a5<\/span><br \/>\n <span class=\"tag\">Slack\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u62a5\u544a<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\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\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u548c\u591a\u6e90\u6570\u636e\u6574\u5408\u4ef7\u503c\uff0c\u7279\u522b\u8d5e\u8d4f\u201c\u53ef\u67e5\u770b\u751f\u6210SQL\u201d\u7684\u900f\u660e\u8bbe\u8ba1\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u6570\u636e\u5b89\u5168\u673a\u5236\u3001\u4e0e\u73b0\u6709AI\u5de5\u5177\uff08\u5982Claude\uff09\u7684\u5dee\u5f02\u3001\u5bf9\u6df7\u4e71\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\uff0c\u4ee5\u53ca\u662f\u5426\u652f\u6301\u4e0a\u4e0b\u6587\u8ffd\u95ee\u548c\u5b9a\u65f6\u62a5\u544a\u3002\u56e2\u961f\u5bf9\u5b89\u5168\u3001\u51c6\u786e\u6027\u548c\u6269\u5c55\u6027\u7ed9\u4e88\u4e86\u8be6\u7ec6\u56de\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 Dex\u5207\u5165\u4e86\u4e00\u4e2a\u7ecf\u5178\u4e14\u987d\u56fa\u7684\u75db\u70b9\u2014\u2014\u6570\u636e\u8bbf\u95ee\u74f6\u9888\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201cAI\u5199SQL\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3a\u8de8\u6570\u636e\u6e90\u7684\u7edf\u4e00\u8bed\u4e49\u5c42\u548c\u51b3\u7b56\u4ee3\u7406\u3002\u8fd9\u6bd4\u5355\u6570\u636e\u5e93SQL Copilot\u91ce\u5fc3\u66f4\u5927\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4eae\u70b9\u6e05\u6670\uff1a\u4e00\u662f\u201c\u53ef\u67e5\u9a8c\u67e5\u8be2\u201d\u5efa\u7acb\u4e86\u5173\u952e\u7684\u6280\u672f\u4fe1\u4efb\uff0c\u8ba9\u9ed1\u7bb1\u8f93\u51fa\u53d8\u5f97\u53ef\u5ba1\u8ba1\uff1b\u4e8c\u662f\u5c06Slack\u4f5c\u4e3a\u4e3b\u8981\u4ea4\u4e92\u754c\u9762\uff0c\u7cbe\u51c6\u5d4c\u5165\u51b3\u7b56\u5bf9\u8bdd\u53d1\u751f\u7684\u573a\u666f\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u5b64\u7acb\u7684\u5206\u6790\u5de5\u5177\uff1b\u4e09\u662f\u5f3a\u8c03\u201c\u63a8\u8350\u540e\u7eed\u6b65\u9aa4\u201d\uff0c\u8bd5\u56fe\u8de8\u8d8a\u4ece\u6d1e\u5bdf\u5230\u884c\u52a8\u7684\u9e3f\u6c9f\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**\u6280\u672f\u98ce\u9669\u5e76\u672a\u6d88\u5931\uff0c\u53ea\u662f\u8f6c\u79fb\u4e86**\u3002\u5c06\u590d\u6742\u4e1a\u52a1\u903b\u8f91\u8f6c\u5316\u4e3a\u51c6\u786eSQL\u672c\u8eab\u662f\u96be\u9898\uff0c\u8de8\u5f02\u6784\u6570\u636e\u6e90\u7684JOIN\u66f4\u751a\uff0c\u5176\u51c6\u786e\u6027\u5ba3\u79f0\u9700\u7ecf\u53d7\u771f\u5b9e\u4f01\u4e1a\u6df7\u4e71\u6570\u636e\u7684\u8003\u9a8c\u3002\u5176\u6b21\uff0c**\u5b89\u5168\u4e0e\u4fbf\u5229\u7684\u6c38\u6052\u535a\u5f08**\u3002\u5c3d\u7ba1\u56e2\u961f\u8be6\u7ec6\u8bf4\u660e\u4e86\u52a0\u5bc6\u4e0e\u6743\u9650\u63a7\u5236\uff0c\u4f46\u4e00\u65e6\u6210\u4e3a\u96c6\u4e2d\u8bbf\u95ee\u67a2\u7ebd\uff0c\u5176\u5b89\u5168\u8fb9\u754c\u548c\u653b\u51fb\u9762\u5c06\u6210\u500d\u6269\u5927\uff0c\u8fd9\u5c06\u662f\u4f01\u4e1a\u7ea7\u5ba2\u6237\u7684\u6838\u5fc3\u987e\u8651\u3002\u6700\u540e\uff0c**\u7ade\u4e89\u7ef4\u5ea6\u590d\u6742\u5316**\u3002\u5b83\u4e0d\u4ec5\u8981\u4e0e\u4f20\u7edfBI\u548c\u6570\u636e\u5206\u6790\u5e73\u53f0\u7ade\u4e89\uff0c\u8fd8\u9700\u9762\u5bf9\u5982ChatGPT\u7b49\u901a\u7528AI\u52a9\u624b\u901a\u8fc7\u63d2\u4ef6\u751f\u6001\u4fb5\u5165\u540c\u4e00\u573a\u666f\u3002\u5176\u58c1\u5792\u5728\u4e8e\u6df1\u5ea6\u5de5\u4f5c\u6d41\u96c6\u6210\u4e0e\u5782\u76f4\u573a\u666f\u7684\u7cbe\u5ea6\uff0c\u4f46\u8fd9\u9700\u8981\u6301\u7eed\u7684\u5de5\u7a0b\u6253\u78e8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u5b83\u80fd\u5426\u5728\u4fdd\u6301\u201c\u81ea\u7136\u8bed\u8a00\u201d\u7b80\u6613\u6027\u7684\u540c\u65f6\uff0c\u5904\u7406\u4f01\u4e1a\u7ea7\u7684\u6570\u636e\u590d\u6742\u6027\u4e0e\u4e25\u8c28\u6027\u9700\u6c42\u3002\u5982\u679c\u6210\u529f\uff0c\u5b83\u5c06\u6210\u4e3a\u201c\u6570\u636e\u6c11\u4e3b\u5316\u201d\u7684\u6709\u6548\u63a8\u624b\uff1b\u82e5\u7cbe\u5ea6\u4e0d\u8db3\uff0c\u5219\u53ef\u80fd\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u5c1d\u9c9c\u5373\u5f03\u7684\u73a9\u5177\u3002\u56e2\u961f\u5bf9\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u548c\u5b89\u5168\u67b6\u6784\u7684\u9610\u8ff0\u663e\u793a\u51fa\u4e13\u4e1a\u610f\u8bc6\uff0c\u4f46\u4ea7\u54c1\u7684\u957f\u671f\u4ef7\u503c\uff0c\u5c06\u7531\u5176\u5728\u771f\u5b9e\u4e1a\u52a1\u51b3\u7b56\u4e2d\u4e0d\u53ef\u66ff\u4ee3\u7684\u51c6\u786e\u6027\u6765\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\">Dex<\/span>\n <\/div>\n<div class=\"comment-content\">Dex is an AI data analyst for founders. Connect your databases, spreadsheets, or BI tools, ask questions in plain English, and get instant answers with recommended next steps based on your data.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone I\u2019m Tope, founder of Dex. <\/p>\n<p>Dex helps teams get instant answers and actionable insights from their data without writing SQL or waiting hours\/days on an analyst. You just ask questions in plain English and Dex instantly gives you the answer.<\/p>\n<p><strong>The Problem We Noticed<\/strong><br \/>In order to get the data they need, most people have to either write complicated sql queries or wait for a specialized data engineer. The data engineer has a backlog and is constantly swamped, meanwhile the non-technical person needs this data in order to make a decision. Thus, making data a huge bottleneck for making these critical decisions.<\/p>\n<p><strong>How Dex Solves This<\/strong><br \/>Dex is an AI agent that can automatically write sql directly on your database and visualize the results in seconds. It\u2019s fast, it\u2019s accurate and every number comes straight from the source of truth. You can even inspect the exact query Dex ran, so you always know where the numbers came from.<\/p>\n<p>Dex connects securely to your: <\/p>\n<p>\u2705 Postgres, <br \/>\u2705 Mongodb <br \/>\u2705 Snowflake instance.<br \/>\u2705 Google sheets<br \/>\u2705 Shopify<br \/>\u2705 Stripe<br \/>\u2705 and more<\/p>\n<p>You can also upload spreadsheets as a data source. Once connected, you can ask questions either on the Dex web app or in Slack.<\/p>\n<p>We\u2019d love to get your feedback on what we\u2019ve built.<\/p>\n<p>Visit <a href=\"http:\/\/dexdata.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">dexdata.ai<\/a> to get started today<br \/>Or join our <a href=\"https:\/\/join.slack.com\/t\/index-6za5685\/shared_invite\/zt-3ru9og46d-EDBZAz6yrvpLEludWpP6qA\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">slack community <\/p>\n<p><\/a>Huge shoutout to the amazing team who helped make this possible:<\/p>\n<p>@owusu_samuel<\/p>\n<p>@the_real_agboola<\/p>\n<p>@hameed13<\/p>\n<p>@hassan0x<\/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>This is great! What’s the reason behind the name Dex? Congrats on the launch,<a href=\"https:\/\/www.producthunt.com\/@topealabi_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topealabi_<\/a> !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@topealabi_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topealabi_<\/a> Hi Tope. Congrats on launching. What insight made you believe now was the right time to build Dex?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 does Dex ensure the security and privacy of sensitive database credentials while performing cross-source joins between disparate tools like SQL databases and spreadsheets?<\/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\/@mordrag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mordrag<\/a> <\/p>\n<p>Security and privacy are core to Dex\u2019s architecture. Credentials are end-to-end encrypted using industry-standard practices and are never exposed to the AI layer. Dex only accesses schema metadata to understand structure, while credentials are decrypted temporarily at execution time to run queries.<\/p>\n<\/p>\n<p>We also implement multiple guardrails and validation layers to prevent unsafe queries or sensitive data exposure, and users have granular control to enable or disable specific tables and fields the AI can access.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool product. When I was at Meta, getting access to data was very painful. Do you all have other ways to interface with the data other than Slack?<\/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\/@obedeugene\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@obedeugene<\/a> Asides Slack, you can also query connected data sources or upload files directly through the Dex dashboard. More messaging platforms and integrations will be added over time to enable broader team collaboration.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The part I like here is the recommended next steps based on data. getting insight is good, but knowing what to do next makes it even better. \ud83d\udc4d<\/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\/@saturnina_brigante\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@saturnina_brigante<\/a> Thanks for the feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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>Pulling data from BI tools, sheets, and databases into one assistant is a smart idea. Instead of digging through dashboards, yo ask and get a clear answer.<\/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\/@shawn_idrees\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shawn_idrees<\/a> Yes, that is the goal. Thanks for the support, Shawn.<\/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\">Love the plain English query approach \u2014 removing the SQL<br \/>\nbottleneck for non-technical founders is huge.<\/p>\n<p>Quick question: does Dex support scheduled reports?<br \/>\nLike automatically sending a daily summary to Slack<br \/>\nat a set time?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jay_song_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jay_song_dev<\/a> Hi Jay yes we do support scheduled insights and reports sent to a sent to your slack DM as often as you would like it. Just ask Dex on slack<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The multi-source approach is what makes this interesting to me \u2014 being able to query across Postgres, Sheets, and Stripe from one place is way more useful than yet another SQL copilot. The fact that you can inspect the actual query Dex ran is a nice trust-builder too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@letian_wang3 Thanks a lot for the feedback. Over time, Dex will offer a large number of data source connection and even more messaging platform integrations.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 Slack integration is the right call – that’s where the questions actually happen. Curious how it handles follow-up questions in a thread. Can you ask ‘now break that down by country’ and have it remember the context from the first query?<\/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\">@alex_kerya Yes, Dex does remember context in threads.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 really cool. The “inspect the exact query” part is what sets this apart imo. Most AI-to-SQL tools I’ve tried just give you the answer with no way to verify the logic, which is a dealbreaker when you’re making business decisions off the data. Being able to see what Dex actually ran is huge for trust.<\/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\/@mihir_kanzariya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mihir_kanzariya<\/a> Thanks for the feedback, Mihir. Dex provides an avenue for technical reviews on each query by technical users.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey<br \/>Just wondering why it is called Dex?<\/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\/@vadym_pavlenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vadym_pavlenko<\/a> Hi Vadym, Dex is short for Index.<\/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\/@vadym_pavlenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vadym_pavlenko<\/a> Hi Vadym, Dex comes from <em>index<\/em>. An index organizes information so it\u2019s easy to find and use. Dex is the shorter, faster version of that idea.<\/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 job! Love that you’re solving this problem.<br \/>Curious whether & how it handles messy\/incomplete data? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeebs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeebs<\/a> Thanks for the feedback. <br \/>Our data ingestion layer already handles 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><a href=\"https:\/\/www.producthunt.com\/@topealabi_\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"topealabi_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topealabi_<\/a> Cool product! How do you measure the quality or confidence of the structured data outputs?<\/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\/@damian_quiroga\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@damian_quiroga<\/a> <\/p>\n<p>Appreciate that Damian! <\/p>\n<p>We don\u2019t just let the AI wing it every query goes through a pipeline that ensures it only pulls from real fields and tables in your database. Low-confidence or ambiguous outputs are flagged for follow-up, and the system can ask for clarification when needed. On top of that, we benchmark performance against public datasets (bridsql -minidev) with predefined queries to objectively measure accuracy. This approach ensures our outputs are both reliable and correct.<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Ican use postgresql mcp server, google docs mcp. There are a lot of tools for Claude, so I can just ask it a question. What makes you better then simple claude client?<\/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\/@valentina_konuhova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@valentina_konuhova<\/a> Hi Valentina, Dex has several features that distinguish it from other products. It allows users to communicate with multiple data sources from a single interface, making data access and analysis much simpler. With Dex\u2019s Slack integration, teams can interact with all their connected databases directly within Slack, enabling faster collaboration and faster decision-making. Dex also supports scheduled insights and reports, which can be automatically delivered to users via email or Slack, ensuring teams stay informed without needing to manually check dashboards.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love not having to utilize SQL. When compared to existing tools that let you query databases without writing SQL, what would you say makes Dex distinct compared to those existing options?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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. Asking your data questions in plain English and skipping the SQL queue is exactly what most founders need. What data sources are you seeing teams connect most?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">So cool @topealabi_ <\/p>\n<p>Does Dex support any custom integrations like an MCP server (or similar protocol\/server setup) for advanced workflows, or is that on the roadmap?<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p> <a href=\"https:\/\/www.producthunt.com\/@_anasansari\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@_anasansari<\/a> <br \/>Thanks for asking, Anas<\/p>\n<p>Custom integrations like an MCP server or similar setups aren\u2019t supported yet, but this is something we plan to add in future updates as we expand DexData\u2019s workflow capabilities.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 a launch! Dex was an interesting naming choice \u2014 immediately associates with Decentralized Exchanges in my case.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nikitaeverywhere\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikitaeverywhere<\/a> Dex is short for index \ud83d\ude09<\/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\/@nikitaeverywhere\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikitaeverywhere<\/a> Thanks for the support <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/7RQXA6VNZE4NZH\" class=\"app-title\">simply<\/a><\/p>\n<div class=\"one-liner\">ai nutrition app<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">265<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u63d0\u4f9b\u7531\u8ba4\u8bc1\u8425\u517b\u5e08\u8bbe\u8ba1\u7684\u6bcf\u65e5\u53ef\u6267\u884c\u5c0f\u8d34\u58eb\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u65e5\u5e38\u751f\u6d3b\u573a\u666f\u4e2d\u65e0\u538b\u529b\u5730\u5efa\u7acb\u53ef\u6301\u7eed\u5065\u5eb7\u4e60\u60ef\u7684AI\u8425\u517b\u5e94\u7528\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a264bb82-c0b3-4832-ae61-a387a64f9897.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\/c9e2505c-7503-4107-8b53-8cf8a6219e9b.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\/b3699190-4db6-4961-a4d5-57ca824b4b03.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\/442b392d-a416-4d69-9d8d-256810101c6a.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\/a0d1aef6-dc0f-4420-89e5-cfbd3446a13e.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\/7916f033-1a75-4958-8522-6097c04c6184.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\/35ce186f-38bc-4248-8658-73120ade7301.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/406267dc-8ea3-4bc0-85e2-192fe973cc87.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\/8ecb7fc6-b277-4fb0-9ff4-b21cae64c4fc.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/XDyz3uNrKD8\"><source src=\"https:\/\/www.youtube.com\/shorts\/XDyz3uNrKD8\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u8425\u517b\u6307\u5bfc<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u5fae\u4e60\u60ef<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u751f\u6d3b<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">\u5fc3\u7406\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u53ef\u6301\u7eed\u6027<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u53ef\u4fe1<\/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\u7b80\u5316\u201d\u7406\u5ff5\uff0c\u8ba4\u4e3a\u5176\u5bf9\u6297\u4e86\u4fe1\u606f\u8fc7\u8f7d\u548c\u6781\u7aef\u996e\u98df\u7126\u8651\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8e\u4e2a\u6027\u5316\u7a0b\u5ea6\uff0c\u591a\u4eba\u8be2\u95ee\u5efa\u8bae\u662f\u5426\u901a\u7528\u6216\u80fd\u57fa\u4e8e\u76ee\u6807\u8c03\u6574\u3002\u6709\u6548\u5efa\u8bae\u5305\u62ec\uff1a\u589e\u52a0\u8fdb\u5ea6\u8ffd\u8e2a\u5668\u4ee5\u63d0\u5347\u6210\u5c31\u611f\uff0c\u4ee5\u53ca\u7b80\u5316\u65b0\u7528\u6237\u6fc0\u6d3b\u6d41\u7a0b\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 Simply\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u7684\u75db\u70b9\u7f1d\u9699\uff1a\u5728\u201c\u6781\u7aef\u8282\u98df\u201d\u4e0e\u201c\u4fe1\u606f\u8fc7\u8f7d\u201d\u4e4b\u95f4\uff0c\u63d0\u4f9b\u4e00\u6761\u57fa\u4e8e\u4e13\u4e1a\u77e5\u8bc6\u7684\u201c\u6700\u5c0f\u963b\u529b\u8def\u5f84\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8eAI\u6280\u672f\u7684\u98a0\u8986\u6027\uff0c\u800c\u5728\u4e8e\u5bf9\u5065\u5eb7\u884c\u4e3a\u6539\u53d8\u5fc3\u7406\u7684\u6df1\u523b\u7406\u89e3\u2014\u2014\u5c06\u5b8f\u5927\u7684\u5065\u5eb7\u76ee\u6807\u89e3\u6784\u4e3a\u6bcf\u65e5\u53ef\u6d88\u5316\u7684\u3001\u96f6\u8ba4\u77e5\u8d1f\u62c5\u7684\u5fae\u4efb\u52a1\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u201c\u77e5\u8bc6\u4ed8\u8d39\u201d\u548c\u201c\u4e60\u60ef\u517b\u6210\u201d\u6a21\u5f0f\u8fdb\u884c\u4e86\u7ed3\u5408\uff0c\u8ba4\u8bc1\u8425\u517b\u5e08\u80cc\u4e66\u89e3\u51b3\u4e86\u4fe1\u4efb\u95ee\u9898\uff0c\u6bcf\u65e5\u63a8\u9001\u673a\u5236\u5229\u7528\u4e86\u63d0\u9192\u548c\u627f\u8bfa\u4e00\u81f4\u6027\u5fc3\u7406\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\u5176\u201cAI\u201d\u6807\u7b7e\u76ee\u524d\u770b\u6765\u66f4\u504f\u5411\u8425\u9500\u8bdd\u672f\uff0c\u6838\u5fc3\u5185\u5bb9\u751f\u4ea7\u4ecd\u4f9d\u8d56\u4e8e\u4f20\u7edf\u8425\u517b\u5e08\uff0cAI\u804a\u5929\u529f\u80fd\u4ec5\u662f\u8865\u5145\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u5176\u4e0e\u771f\u6b63\u7684\u4e2a\u6027\u5316\u8425\u517b\u7b97\u6cd5\u5e94\u7528\u5b58\u5728\u4f53\u9a8c\u4ee3\u5dee\u3002\u5176\u6b21\uff0c\u7528\u6237\u5bf9\u201c\u4e2a\u6027\u5316\u201d\u7684\u8fde\u7eed\u8ffd\u95ee\u63ed\u793a\u4e86\u5176\u6838\u5fc3\u77db\u76fe\uff1a\u5982\u679c\u5efa\u8bae\u59cb\u7ec8\u662f\u666e\u9002\u6027\u7684\uff0c\u7528\u6237\u7684\u957f\u671f\u53c2\u4e0e\u5ea6\u548c\u4ed8\u8d39\u610f\u613f\u5c06\u9762\u4e34\u8003\u9a8c\uff1b\u800c\u4e00\u65e6\u6df1\u5165\u4e2a\u6027\u5316\uff0c\u5c31\u5fc5\u7136\u6d89\u53ca\u590d\u6742\u7684\u7528\u6237\u6570\u636e\u8f93\u5165\u4e0e\u5408\u89c4\u98ce\u9669\uff0c\u80cc\u79bb\u5176\u201c\u6781\u7b80\u201d\u521d\u8877\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4f9d\u8d56\u8ba2\u9605\uff0c\u4f46\u5fae\u4e60\u60ef\u7684\u517b\u6210\u672c\u8eab\u65e8\u5728\u8ba9\u7528\u6237\u201c\u5fd8\u8bb0\u201d\u5e94\u7528\uff0c\u8fd9\u4e0e\u8ffd\u6c42\u7528\u6237\u7c98\u6027\u548c\u7559\u5b58\u7387\u7684\u5546\u4e1a\u76ee\u6807\u5b58\u5728\u6839\u672c\u5f20\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n Simply\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u5065\u5eb7\u5185\u5bb9\u8ba2\u9605\u670d\u52a1\uff0c\u800c\u975e\u6280\u672f\u9a71\u52a8\u7684\u5065\u5eb7\u9769\u547d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u4fdd\u6301\u6781\u7b80\u201d\u4e0e\u201c\u63d0\u4f9b\u8db3\u591f\u4e2a\u6027\u5316\u4ef7\u503c\u201d\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u5fae\u5999\u7684\u5e73\u8861\u70b9\uff0c\u5e76\u8bc1\u660e\u8fd9\u79cd\u6bcf\u65e5\u5c0f\u8d34\u58eb\u7684\u6a21\u5f0f\u80fd\u4ea7\u751f\u53ef\u91cf\u5316\u7684\u5065\u5eb7\u7ed3\u679c\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5fc3\u7406\u5b89\u6170\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\">simply<\/span>\n <\/div>\n<div class=\"comment-content\">simply is a nutrition app that delivers practical daily nutrition tips created by certified nutritionists. it\u2019s designed for people who want to improve their health but feel overwhelmed by complex diets, conflicting advice, and restrictive meal plans. instead of promoting fad diets, simply provides small, actionable tips users can apply in everyday life, helping them build sustainable and healthier habits over time.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I\u2019m excited to hunt Simply today!<\/p>\n<p>There\u2019s so much confusing nutrition advice online, extreme diets, conflicting opinions, and information overload. What I like about Simply is that it takes a much simpler approach: small, practical nutrition tips you can actually apply in everyday life.<\/p>\n<p>The app sends daily tips created by certified nutritionists, helping users gradually learn how food impacts their body and build healthier habits over time. Instead of pushing restrictive diets or complicated plans, Simply focuses on consistent, achievable improvements that anyone can follow.<\/p>\n<p>\ud83d\udc49A few things that stood out to me:<\/p>\n<p>\ud83d\udc49Daily actionable nutrition tips<\/p>\n<p>\ud83d\udc49Choose when you receive your daily tip<\/p>\n<p>\ud83d\udc49Save tips and track which ones you\u2019ve applied<\/p>\n<p>\ud83d\udc49A mission that also supports kids\u2019 nutrition programs<\/p>\n<p>If you\u2019re someone who wants to get healthier but feels overwhelmed by all the noise around nutrition, this looks like a refreshing approach.<\/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\/@istiakahmad\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@istiakahmad<\/a> Thank you for the kind words about simply!<\/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\/@istiakahmad\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@istiakahmad<\/a> Hey Ahmad. What features help users stay consistent instead of abandoning the app after a few weeks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt, \ud83d\udc4b<\/p>\n<p>I\u2019m the maker of <strong>Simply<\/strong>, and we just launched today.<\/p>\n<\/p>\n<p>Built Simply for people who want to eat healthier but feel overwhelmed by strict diets and conflicting nutrition advice. Instead of complicated plans, Simply shares small daily tips from certified nutritionists to help you build sustainable habits.<\/p>\n<\/p>\n<p>Excited to hear what you think. <\/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\/@priyankamandal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@priyankamandal<\/a> Thank you for supporting simply!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Finally a nutrition app that doesn\u2019t ask me to completely change my life on day one \ud83d\ude05<\/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\/@sadie_perry\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sadie_perry<\/a> Really Flattered to see you loved it (: , Thanks again. Any feedback is appreciated <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@sadie_perry\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sadie_perry<\/a> that’s the idea behind it and exactly how I got healthy (and why simply exists)! By learning about nutrition, applying that knowledge to everyday life, and making small changes that are obtainable and eventually turn into a big lifestyle change that works for you.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sadie_perry\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sadie_perry<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Does it give personalized nutrition tips or just general ones? Like, can it adapt if someone\u2019s cutting carbs?<\/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\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> Hi Nikola, So the personification will come with our future roadmap ( : <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> simply provides users with daily nutrition tips to allow them to learn about nutrition, and then add that knowledge into their everyday life and choices. simply’s ai chat allows users to receive more personalized nutrition advice. Thank you for your interest in simply!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch \ud83c\udf89 \ud83c\udf89 !!<\/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\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Thank you so much!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a>  Thank you! I hope you love simply!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Finally an AI nutrition app that actually makes sense. Giving it a try – staying healthy just got a little easier. Congrats on the launch! \ud83d\udc4f<\/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\/@raihanshezan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raihanshezan<\/a> Thank you so much for the words, Hope you will love 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@raihanshezan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raihanshezan<\/a>  Thank you for these kind words! I am so excited to help you get healthy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@raihanshezan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raihanshezan<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">This is a refreshing approach to nutrition. Daily expert tips + an AI assistant to ask questions anytime sounds like a great combination for learning and improving habits over time. Excited to try it out!<\/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\/@iftekharahmad\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iftekharahmad<\/a> Thanks IFTEKHAR. Hope it exceeds your expectations. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@iftekharahmad\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iftekharahmad<\/a> Thank you for the support! I think you’ll love 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iftekharahmad\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iftekharahmad<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Really cool idea!<\/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\/@edgeghost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@edgeghost<\/a> Thank you so much adam ( : <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@edgeghost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@edgeghost<\/a>  Thank you for the feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@edgeghost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@edgeghost<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 like watching what you eat, and HOW you eat. Love this platform. Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@courtneyscioli\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"courtneyscioli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@courtneyscioli<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@courtneyscioli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@courtneyscioli<\/a>  <a href=\"https:\/\/www.producthunt.com\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a> Thank you so much neil ( : <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a> thank you! That’s exactly the idea behind, just how I got healthy. By learning about nutrition and applying that knowledge to everyday life. By making small changes that eventually lead to an entirely new lifestyle. Really appreciate your feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 really like the philosophy behind Simply teaching nutrition through small, daily, actionable tips instead of pushing extreme diets is refreshing and way more sustainable. The fact that a certified nutritionist is behind the content gives it real credibility, and the donation to kids’ nutrition programs shows genuine purpose.<\/p>\n<p>Congrats on the launch!<\/p>\n<p>have you considered adding a simple progress tracker where users can mark which daily tips they’ve actually applied to their routine?<\/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\/@martingebara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@martingebara<\/a> Hi Martin, Great idea, Would be happy to build the progress tracker. Thanks for the suggestion ( : <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@martingebara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@martingebara<\/a>  thank you for this feedback! I am so glad you are finding value in it. simply was built on the foundation of how I got healthy years ago – no extreme diets, no fads, no un-sustainable meals plans. simply helps users from the start of their nutrition journey by helping them understand what they are eating, why, and how to make simple swaps and lifestyle changes that don’t feel extreme. It has worked for me for over a decade and I love watching it work for our users, too!<\/p>\n<\/p>\n<p>You can favorite your tips from the homepage, and then view those tips anytime in the future in the “favorite tips” section of your account. The tip traction in your profile allows you to see how many tips you have completed.<\/p>\n<\/p>\n<p>Thank you for all of this helpful feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@martingebara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@martingebara<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the angle here. Good luck with the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lev_kerzhner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lev_kerzhner<\/a>  Thank you for the feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lev_kerzhner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lev_kerzhner<\/a> Thank you so much for the compliment ( : <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@priyankamandal\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"priyankamandal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@priyankamandal<\/a> <a href=\"https:\/\/www.producthunt.com\/@courtneyscioli\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"courtneyscioli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@courtneyscioli<\/a> This is a great product idea. One UX improvement that could increase user activation is simplifying the onboarding flow.<\/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\/@priyankamandal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@priyankamandal<\/a>  <a href=\"https:\/\/www.producthunt.com\/@dcodes20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dcodes20<\/a> Thank you for the time and feedback! So valuable to us.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@priyankamandal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@priyankamandal<\/a>  <a href=\"https:\/\/www.producthunt.com\/@dcodes20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dcodes20<\/a>  you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Wanted to ask wether there is any personalisation or it is general nutrition advices. As everyone is different, have different needs and maybe differences in their health estate and goals<\/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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a>  simply provides users with daily nutrition tips to allow them to learn about nutrition, and then add that knowledge into their everyday life and choices. simply’s ai chat allows users to receive more personalized nutrition advice. Thank you for your interest in simply!<\/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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Really dig the approach here. Small daily tips from actual nutritionists instead of overwhelming meal plans. Do the tips get more personalized over time based on how you use the app?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on your launch! <br \/>I\u2019ve tried building a few fitness apps myself and learned how hard this space is. <br \/>Out of curiosity, what\u2019s your strategy for helping users stick with the app long term and actually build habits?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! One idea for a potential feature down the road: maybe users could upload what they ate that day (I’m picturing something like MyFitnessPal or Lose It!) and get personalized feedback\/suggestions on areas where they could improve their diet (e.g., like swapping out something they ate that day for a healthier alternative). Either way, the app looks great, and best of 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shaun_hurley\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shaun_hurley<\/a> Thank you for this wonderful feedback! Love your vision and really appreciate you sharing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@shaun_hurley\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shaun_hurley<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! Love the idea of improving people’s diets on a daily basis. <br \/>Curious how you\u2019re thinking about personalizing nutrition tips for different users?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@victoria_samoilenko1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@victoria_samoilenko1<\/a>  Thank you! So glad you like it. Being healthy is so important. simply sends users daily nutrition tips that gives them the knowledge they need to get healthy. users can use our ai nutrition chat to get personalized nutrition 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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@victoria_samoilenko1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@victoria_samoilenko1<\/a> you can download simply in the iOS store (<a href=\"https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/simply-nutrition-tips\/id6744089564<\/a>) + Google Play (<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.daily.simply.nutritions<\/a>). use code “producthunt” to get a 30-day free trial!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/CFQLNYN252GSKA\" class=\"app-title\">SCRAPR<\/a><\/p>\n<div class=\"one-liner\">The data layer for the agentic web<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">239<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>SCRAPR\u901a\u8fc7\u76f4\u63a5\u62e6\u622a\u5e76\u89e3\u6790\u73b0\u4ee3\u7f51\u7ad9\u52a0\u8f7d\u6570\u636e\u65f6\u7684\u5e95\u5c42API\u8bf7\u6c42\uff0c\u800c\u975e\u4f9d\u8d56\u8106\u5f31\u7684DOM\u89e3\u6790\u6216\u7b28\u91cd\u7684\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\uff0c\u4e3a\u5f00\u53d1\u8005\u3001\u6570\u636e\u56e2\u961f\u548cAI\u6784\u5efa\u8005\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u5feb\u901f\u3001\u7a33\u5b9a\u3001\u6613\u7ef4\u62a4\u7684\u7f51\u9875\u6570\u636e\u63d0\u53d6\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u722c\u866b\u5728\u52a8\u6001\u7f51\u7ad9\u9762\u524d\u6613\u5931\u6548\u3001\u96be\u7ef4\u62a4\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/17951769-f968-45f4-a2b7-08b011d0453e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f0137bac-5d00-4e59-8908-c8c1efa5a5fc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0ae6484f-3882-47d0-a6a8-8515a3bde93c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7f51\u9875\u6570\u636e\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">API\u62e6\u622a<\/span><br \/>\n <span class=\"tag\">\u65e0\u5934\u6d4f\u89c8\u5668\u66ff\u4ee3<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u7ba1\u9053<\/span><br \/>\n <span class=\"tag\">AI\u6570\u636e\u4f9b\u7ed9<\/span><br \/>\n <span class=\"tag\">\u73b0\u4ee3\u7f51\u7ad9\u722c\u866b<\/span><br \/>\n <span class=\"tag\">\u7ed3\u6784\u5316\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u8bf7\u6c42\u5206\u6790<\/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\u4ece\u6e90\u5934\u83b7\u53d6\u6570\u636e\u201d\u7684\u5de7\u5999\u601d\u8def\uff0c\u8ba4\u4e3a\u80fd\u6781\u5927\u63d0\u5347\u7a33\u5b9a\u6027\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u5982\u4f55\u5904\u7406API\u53d8\u66f4\u3001\u7b7e\u540d\u6216\u4f1a\u8bdd\u4fdd\u62a4\u7684\u590d\u6742\u7ad9\u70b9\uff1b\u662f\u5426\u5177\u5907\u5e94\u5bf9Cloudflare\u7b49\u53cd\u722c\u673a\u5236\u7684\u80fd\u529b\uff1b\u4ee5\u53ca\u672a\u6765\u662f\u5426\u4f1a\u63a8\u51fa\u6570\u636e\u6a21\u5f0f\u6620\u5c04\u3001\u6279\u91cf\u5904\u7406\u7b49\u589e\u5f3a\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n SCRAPR\u63d0\u51fa\u7684\u201c\u4e3a\u667a\u80fd\u4f53\u7f51\u7edc\u63d0\u4f9b\u6570\u636e\u5c42\u201d\u7684\u613f\u666f\uff0c\u76f4\u6307\u5f53\u524dAI\u5e94\u7528\u6d6a\u6f6e\u4e0b\u4e00\u4e2a\u88ab\u4f4e\u4f30\u7684\u57fa\u7840\u8bbe\u65bd\u75db\u70b9\uff1a\u9ad8\u8d28\u91cf\u3001\u9ad8\u7a33\u5b9a\u6027\u7684\u7ed3\u6784\u5316\u6570\u636e\u4f9b\u7ed9\u3002\u5176\u6280\u672f\u8def\u5f84\u9009\u62e9\u5c55\u73b0\u51fa\u4e86\u6df1\u523b\u7684\u884c\u4e1a\u6d1e\u5bdf\u2014\u2014\u4e0e\u5176\u5728\u6e32\u67d3\u540e\u7684DOM\u5c42\u8fdb\u884c\u4e00\u573a\u6c38\u65e0\u6b62\u5883\u4e14\u8106\u5f31\u7684\u201c\u519b\u5907\u7ade\u8d5b\u201d\uff0c\u4e0d\u5982\u964d\u7ef4\u6253\u51fb\uff0c\u76f4\u62b5\u6570\u636e\u6e90\u5934\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8fd9\u5e76\u975e\u4e00\u4e2a\u7b80\u5355\u7684\u6280\u672f\u4f18\u5316\uff0c\u800c\u662f\u4e00\u6b21\u8303\u5f0f\u8f6c\u6362\u3002\u4f20\u7edf\u722c\u866b\u4e0e\u65e0\u5934\u6d4f\u89c8\u5668\u7684\u56f0\u5883\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u6570\u636e\u6d88\u8d39\u8005\u7f6e\u4e8e\u4e86\u4e0e\u7f51\u7ad9\u524d\u7aef\u6846\u67b6\u5bf9\u6297\u7684\u4f4d\u7f6e\u3002SCRAPR\u5219\u8bd5\u56fe\u626e\u6f14\u4e00\u4e2a\u201c\u5408\u89c4\u7684\u89c2\u5bdf\u8005\u201d\uff0c\u901a\u8fc7\u6a21\u62df\u5e76\u7406\u89e3\u7f51\u7ad9\u81ea\u8eab\u7684\u6570\u636e\u52a0\u8f7d\u903b\u8f91\u6765\u83b7\u53d6\u4fe1\u606f\uff0c\u8fd9\u4f7f\u5176\u5728\u7406\u8bba\u4e0a\u5177\u5907\u4e86\u66f4\u5f3a\u7684\u9c81\u68d2\u6027\u548c\u66f4\u4f4e\u7684\u8d44\u6e90\u6d88\u8017\u3002\u521b\u59cb\u4eba\u53cd\u590d\u5f3a\u8c03\u7684\u201c\u4e0d\u4f9d\u8d56\u56fa\u5b9a\u9009\u62e9\u5668\u201d\u548c\u201c\u9002\u5e94\u7f51\u7ad9\u6570\u636e\u6d41\u201d\uff0c\u6b63\u662f\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\uff1a\u4ece\u201c\u89e3\u6790\u754c\u9762\u201d\u8f6c\u5411\u201c\u7406\u89e3\u901a\u4fe1\u534f\u8bae\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u53ef\u5904\u7406\u4efb\u610f\u73b0\u4ee3\u7f51\u7ad9\u201d\u7684\u7406\u60f3\uff0c\u5728\u73b0\u5b9e\u4e2d\u9762\u4e34\u4e25\u5cfb\u6311\u6218\u3002\u8bc4\u8bba\u4e2d\u591a\u6b21\u63d0\u53ca\u7684\u52a8\u6001\u7b7e\u540d\u3001\u4f1a\u8bdd\u4f9d\u8d56\u548c\u670d\u52a1\u5668\u7aef\u6e32\u67d3\uff08SSR\uff09\u573a\u666f\uff0c\u6b63\u662f\u5176\u65b9\u6cd5\u8bba\u53ef\u80fd\u5931\u6548\u7684\u8fb9\u754c\u3002\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6570\u636e\u6d41\u53ef\u80fd\u4e0e\u9875\u9762\u903b\u8f91\u6df1\u5ea6\u8026\u5408\uff0c\u5355\u7eaf\u62e6\u622a\u7f51\u7edc\u8bf7\u6c42\u672a\u5fc5\u80fd\u83b7\u5f97\u5b8c\u6574\u6216\u53ef\u8bbf\u95ee\u7684\u6570\u636e\u3002\u6b64\u5916\uff0c\u5c06\u7a33\u5b9a\u6027\u5bc4\u6258\u4e8e\u7f51\u7ad9\u5185\u90e8API\u7684\u201c\u76f8\u5bf9\u7a33\u5b9a\u201d\uff0c\u672c\u8eab\u4e5f\u662f\u4e00\u79cd\u5047\u8bbe\uff0c\u5927\u578b\u5e73\u53f0\u7684\u6570\u636e\u63a5\u53e3\u53d8\u66f4\u540c\u6837\u9891\u7e41\u4e14\u65e0\u9884\u8b66\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\u5176\u201c\u91cd\u65b0\u5206\u6790\u5e76\u8c03\u6574\u201d\u7684\u80fd\u529b\u80fd\u5426\u5b9e\u73b0\u81ea\u52a8\u5316\u4e0e\u667a\u80fd\u5316\u3002\u5982\u679c\u6bcf\u6b21\u9002\u914d\u4ecd\u9700\u5927\u91cf\u4eba\u5de5\u5e72\u9884\uff0c\u5219\u5176\u4f18\u52bf\u5c06\u5927\u6253\u6298\u6263\u3002\u957f\u8fdc\u770b\uff0cSCRAPR\u7684\u4ef7\u503c\u4e0d\u4ec5\u5728\u4e8e\u4e00\u4e2a\u66f4\u806a\u660e\u7684\u722c\u866b\u5f15\u64ce\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u57fa\u4e8e\u6b64\u6784\u5efa\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u3001\u9762\u5411AI\u7684\u6570\u636e\u4f9b\u7ed9\u5e73\u53f0\u3002\u6b63\u5982\u7528\u6237\u6240\u5efa\u8bae\u7684\uff0c\u96c6\u6210\u6570\u636e\u6a21\u5f0f\u5b9a\u4e49\u4e0e\u6620\u5c04\u80fd\u529b\uff0c\u5c06\u662f\u5176\u4ece\u201c\u63d0\u53d6\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u6570\u636e\u7ba1\u9053\u6838\u5fc3\u201d\u7684\u5173\u952e\u4e00\u6b65\u3002\u5f53\u524dMVP\u9636\u6bb5\u6240\u5c55\u793a\u7684\u601d\u8def\u4ee4\u4eba\u632f\u594b\uff0c\u4f46\u5176\u5de5\u7a0b\u5b9e\u73b0\u7684\u6df1\u5ea6\u4e0e\u5e7f\u5ea6\uff0c\u5c06\u51b3\u5b9a\u5b83\u6700\u7ec8\u662f\u6210\u4e3a\u4e00\u4e2a\u5229\u57fa\u5de5\u5177\uff0c\u8fd8\u662f\u4e0b\u4e00\u4ee3\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u7684\u57fa\u77f3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">SCRAPR<\/span>\n <\/div>\n<div class=\"comment-content\">SCRAPR is a new approach to web data extraction. Instead of relying on fragile DOM selectors or heavy browser automation, SCRAPR looks at how modern websites actually load their data and extracts structured responses directly from those sources. The goal is to make web data pipelines faster, more reliable, and easier to maintain. Right now SCRAPR is in early MVP and we\u2019re looking for developers, data teams, and AI builders who need clean structured data from websites.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I built SCRAPR after running into the same problem again and again:<\/p>\n<p>Getting structured data from websites is still way harder than it should be.<\/p>\n<p>Most tools fall into two buckets:<\/p>\n<p>\u2022 Browser automation (Puppeteer \/ Selenium) \u2014 slow and expensive<br \/>\u2022 Traditional scrapers \u2014 fragile and constantly breaking<\/p>\n<p>SCRAPR tries a different approach.<\/p>\n<p>Instead of rendering pages or parsing messy HTML, it focuses on how websites actually load their data and extracts structured responses from there.<\/p>\n<p>The goal is to make web data extraction more reliable \u2014 especially for AI pipelines and data workflows.<\/p>\n<p>It\u2019s still early (MVP stage), and I\u2019m looking for builders who want to try it and give feedback.<\/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\/@vemulasukrit\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vemulasukrit<\/a> Hi Sukrit. Congrats on launching. How does SCRAPR identify and extract the relevant data from a website\u2019s structure?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 does this engine handle JavaScript-heavy or dynamic content without a browser, and what mechanisms ensure data accuracy when the source website changes its layout?<\/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\">@mordrag For JavaScript-heavy sites, the engine doesn\u2019t use a browser. Instead it looks at the page\u2019s code and finds the API requests the site uses to load its data (like fetch, axios, or GraphQL). Then it calls those data endpoints directly and pulls the real content from there. This makes it much faster and lighter than running a full browser.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So what happens when the API changes?<\/p>\n<\/p>\n<p>Sites like Linkedin also use server side rendering and hydration for pages so this approach won’t work on most websites?<\/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\/@arjun_chintapalli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arjun_chintapalli<\/a> Good question. If an API changes, SCRAPR isn\u2019t tied to just one extraction path. It can re-analyze how the page delivers its data and adjust instead of relying on a fixed endpoint or selector.<\/p>\n<p>And you\u2019re right that some sites use server-side rendering or hydration. In those cases the content still exists in the page response or in subsequent requests, so SCRAPR can fall back to extracting it from the page structure when needed.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This approach is super clever \u2014 basically doing what I always do manually in Chrome DevTools Network tab (hunting for those fetch\/GraphQL calls) but automated \ud83d\ude2e <\/p>\n<\/p>\n<p>Does the engine just statically analyze the page source to find those internal API requests, or does it use AI\/LLM in some way to detect and reconstruct the right endpoints even on tricky sites? <\/p>\n<\/p>\n<p>And how well does it handle completely arbitrary URLs \u2014 like, throw any random modern site at it and it still finds the clean data source reliably?<\/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\">@paxhumana Yeah that\u2019s actually a great way to think about it \ud83d\ude04 it\u2019s basically automating the kind of discovery people usually do manually in DevTools.<\/p>\n<p>Under the hood it analyzes how modern sites load their data and figures out the clean data sources from there. It\u2019s not tied to specific selectors or layouts, which helps it stay stable even when sites change their UI.<\/p>\n<p>The goal is that you can throw pretty much any modern site at it and it will still find the structured data without needing manual setup. There are always edge cases of course, but it works reliably across a wide range of sites.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a clean solution to a problem that’s been annoying developers forever. Rooting for you!<\/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\">@lev_kerzhner Thanks! \ud83d\ude0a<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Sukrit, that frustration of scraping tools either being slow and fragile or breaking constantly on modern sites is painfully real. Was there a specific project where you watched your scraper break for the tenth time on some JS-heavy page and thought okay, there has to be a completely different approach?<\/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\">@vouchy Yeah honestly that exact frustration is what started it \ud83d\ude05<\/p>\n<p>I kept hitting sites where traditional scrapers would either break when the layout changed or become super slow because they needed a full browser. After dealing with that enough times, it felt obvious that the approach itself needed to change.<\/p>\n<p>So instead of relying on fragile selectors or browser automation, the engine focuses on understanding page structure and the data sources behind the page. That way it\u2019s much less likely to break when the UI changes.<\/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=\"reply-item\">\n<div class=\"reply-content\">@piroune_balachandran Good question. Yes \u2014 there is a fallback. If the underlying endpoints change or disappear, SCRAPR can fall back to extracting the content directly from the page structure instead.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Intercepting network calls instead of rendering pages is a smart approach. Way less fragile than the usual scraping setups. What kinds of sites have been trickiest to support so far?<\/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\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a> Thanks, appreciate that!<\/p>\n<p>Some of the trickier ones tend to be sites that generate requests dynamically or rely heavily on session-based flows, since those can behave differently depending on how the page loads.<\/p>\n<p>But overall most modern sites still rely on some form of underlying data requests.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great implementation! Is the live demo on the website operable? I can’t seem to enter text into the fields. Early access requested!<\/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\/@joel_farthing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joel_farthing<\/a> Thanks, really appreciate that!<\/p>\n<p>The demo on the site is more of a preview right now, so the input fields aren\u2019t fully interactive yet. I\u2019m working on making a proper live demo soon.<\/p>\n<p>Glad you requested early access \u2014 I\u2019ll make sure you get access as we roll out the next version!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Really smart approach to web scraping. Focusing on where data actually comes from rather than relying on DOM selectors is a much more resilient strategy. Most scraping tools break the moment a site updates its frontend, so anchoring to underlying API calls makes a lot of sense.<\/p>\n<\/p>\n<p>Curious about how you handle rate limiting and sites that aggressively block automated access. Either way, congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@handuo Thanks, really appreciate that!<\/p>\n<p>For things like rate limiting or stricter access controls, it really depends on how the specific site handles requests. SCRAPR focuses on keeping requests lightweight and behaving like a normal client rather than relying on heavy browser automation.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Smart approach intercepting the underlying API calls instead of fighting the DOM. I’ve built data pipelines that relied on traditional scraping and the maintenance burden of broken selectors is brutal. Curious — do you have plans for a schema definition layer where users can map the intercepted responses to a consistent output format? That would make it really useful for feeding structured data into AI workflows.<\/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\">@emad_ibrahim Thanks Emad, really appreciate that. And yeah, the maintenance from broken selectors is exactly one of the main problems I wanted to avoid.<\/p>\n<p>A schema \/ mapping layer is definitely something I\u2019ve been thinking about. Right now the focus is on getting clean structured responses out reliably, but adding a way for users to map or normalize outputs for pipelines and AI workflows would make a lot of sense.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The interception approach is clever, way faster than spinning up a headless browser for every request. Have you thought about a batch endpoint where you can throw a list of URLs at it in one call? Anytime I’ve built a scraping pipeline for a project, the single-URL-at-a-time loop is where things get slow and annoying to manage.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@juelz Thanks Julian, really appreciate that!<\/p>\n<p>And yes \u2014 that\u2019s a great point. Running things one URL at a time can definitely become slow when you\u2019re building pipelines.<\/p>\n<p>There\u2019s already support for batch-style requests where you can pass multiple URLs in one call, and I\u2019m planning to expand that further so it works better for larger data pipelines.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Does this handle things like fingerprinting and bot detection? Awesome that you coming at this with a new angle!<\/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\">@edgeghost Thanks Adam, appreciate it!<\/p>\n<p>SCRAPR mainly focuses on extracting data efficiently without needing a full browser, which already avoids a lot of the typical issues. For things like fingerprinting or bot detection, it really depends on how the specific site is set up. But yeah, the end goal is to make it work for any given website.<\/p><\/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>Most scrapers fight the rendered HTML. This goes upstream to where the data actually comes from, am I understanding that right? That’s quite interesting.<\/p>\n<p>What gets me most is the stability angle. Anything built on CSS selectors or DOM structure breaks the moment a site redesigns its front-end. If you’re anchored to the underlying API calls instead, that problem should mostly disappear.<\/p>\n<p>I’m building an AI platform that pulls structured data into its pipeline, so this is genuinely relevant to me. The edge case I keep running into with this type of approach: sites that sign their internal API requests dynamically, session tokens, HMAC signatures, that kind of thing. How does SCRAPR handle those? That’s usually where it gets complicated in my experience.<\/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\">@joao_seabra Yes, you\u2019re understanding it correctly. The main idea is to focus on where the data actually comes from instead of relying on fragile DOM selectors, which is where a lot of traditional scrapers break when the UI changes.<\/p>\n<p>For cases like signed requests, session tokens, or other protections, those are definitely some of the harder scenarios. SCRAPR doesn\u2019t rely on a single rigid method there \u2014 it adapts to how the site normally serves its data and works within that flow.<\/p>\n<p>The goal is not to bypass a site\u2019s logic, but to make data extraction more stable and reliable compared to approaches that depend purely on the rendered HTML.<\/p>\n<p>Also really cool to hear you\u2019re building an AI platform around structured data pipelines \u2014 that\u2019s exactly the kind of use case we\u2019re seeing more of.<\/p><\/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>Sounds cool. Would love to try it out for example on <a href=\"https:\/\/www.maxxi.art\/events\/categories\/mostre\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.maxxi.art\/events\/categories\/mostre\/<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rjalex\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rjalex<\/a> Thanks! That\u2019s a great example site to test on.<\/p>\n<p>Right now we\u2019re rolling out early access gradually while we keep improving the engine, but I\u2019d definitely like to try SCRAPR on pages like that. Sites with event listings and structured content are actually a really interesting use case.<\/p>\n<p>If you\u2019ve requested early access, you should hear from me soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks cool \u2014 but how well does it actually handle hard targets like Cloudflare, JS-heavy sites, proxies, and rate limits in the real world?<\/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\">@paradox_hash The engine doesn\u2019t rely on browser automation, so for JS-heavy sites it looks for the actual data endpoints the site calls (APIs, GraphQL, fetch requests) and pulls data directly from those. That avoids a lot of the usual scraping issues.<\/p>\n<p>For things like rate limits or protection layers, it behaves more like a normal HTTP client and adapts requests rather than brute-forcing pages.<\/p><\/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\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/RWEWCHMRCGXAQ3\" class=\"app-title\">BrandingStudio.ai<\/a><\/p>\n<div class=\"one-liner\">Agency-quality branding in 60 minutes, not 6 months<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">158<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5c06\u4f20\u7edf\u9ad8\u4ef7\u3001\u957f\u5468\u671f\u7684\u54c1\u724c\u54a8\u8be2\u6d41\u7a0bAI\u5316\u3001\u81ea\u52a9\u5316\u7684\u5e73\u53f0\uff0c\u4e3a\u521d\u521b\u516c\u53f8\u521b\u59cb\u4eba\u63d0\u4f9b\u4ece\u5e02\u573a\u7b56\u7565\u5206\u6790\u5230\u89c6\u89c9\u7cfb\u7edf\u751f\u6210\u7684\u4e00\u7ad9\u5f0f\u54c1\u724c\u521b\u5efa\u670d\u52a1\uff0c\u6838\u5fc3\u89e3\u51b3\u4e86\u65e9\u671f\u56e2\u961f\u7f3a\u4e4f\u4e13\u4e1a\u54c1\u724c\u65b9\u6cd5\u8bba\u4e0e\u9ad8\u6602\u9884\u7b97\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cdffbabc-9131-495b-abbe-0eac8f406f4d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/89e438b9-c96a-4f94-ba00-23b5b3f6a8c6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/91e069ff-c837-4539-8231-b80bdc7bc84d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c37cbe23-aa16-46c6-ab1a-3e684b918329.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c0b689ea-cda5-40b3-bd61-c1575f8c9c46.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/65fcef38-aabe-47e6-9785-f1230c7a0ed0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9f5fe2ec-dbc5-48b5-b41c-8f4b349ecb35.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4d2be0cb-af0c-4667-88b0-d697bd77920f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1fbf840a-c1e2-43b3-8a11-894c7266c836.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\/262b34a3-1c52-43a9-a5f8-7ffed908b7b3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=aC24SwUqb4M\"><source src=\"https:\/\/www.youtube.com\/watch?v=aC24SwUqb4M\" 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\">Branding<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u54c1\u724c\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u7b56\u7565\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u516c\u53f8\u54c1\u724c<\/span><br \/>\n <span class=\"tag\">SaaS\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u89c6\u89c9\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u7ade\u4e89\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u6307\u5357\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u6c11\u4e3b\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\u666e\u904d\u8ba4\u53ef\u5176\u201c\u7b56\u7565\u5148\u884c\u201d\u7684\u7406\u5ff5\u4e0e\u521b\u59cb\u4eba\u80cc\u666f\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1aAI\u5206\u6790\u6570\u636e\u7684\u6df1\u5ea6\u4e0e\u51c6\u786e\u6027\u3001\u5404\u6a21\u5757\u751f\u6210\u5185\u5bb9\u7684\u4e00\u81f4\u6027\u4fdd\u969c\u3001\u7ade\u54c1\u76d1\u63a7\uff08BrandRadar\uff09\u7684\u5177\u4f53\u6570\u636e\u6765\u6e90\u4e0e\u903b\u8f91\uff0c\u4ee5\u53ca\u5982\u4f55\u5411\u7528\u6237\u89e3\u91ca\u54c1\u724c\u51b3\u7b56\u80cc\u540e\u7684\u539f\u56e0\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 BrandingStudio.ai \u8868\u9762\u4e0a\u5356\u7684\u662f\u201c60\u5206\u949f\u53d6\u4ee36\u4e2a\u6708\u201d\u7684\u6548\u7387\u9769\u547d\uff0c\u4f46\u5176\u771f\u6b63\u7684\u8d4c\u6ce8\uff0c\u662f\u521b\u59cb\u4eba\u662f\u5426\u613f\u610f\u4e3a\u4e00\u79cd\u201c\u88ab\u5c01\u88c5\u7684\u4e13\u4e1a\u76f4\u89c9\u201d\u4e70\u5355\u3002\u4ea7\u54c1\u5c0620\u5e74\u9ad8\u7aef\u54a8\u8be2\u7ecf\u9a8c\u63d0\u70bc\u4e3a\u6807\u51c6\u5316AI\u6a21\u5757\uff0c\u8bd5\u56fe\u5c06\u54c1\u724c\u5efa\u8bbe\u4ece\u4e00\u95e8\u827a\u672f\u8f6c\u53d8\u4e3a\u53ef\u91cd\u590d\u7684\u6570\u636e\u79d1\u5b66\u6d41\u7a0b\uff0c\u8fd9\u662f\u5176\u6700\u6838\u5fc3\u7684\u4ef7\u503c\u4e3b\u5f20\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u98ce\u9669\u4e0e\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u201c1000+\u6570\u636e\u70b9\u5206\u6790\u201d\u662f\u8425\u9500\u8bdd\u672f\u8fd8\u662f\u771f\u77e5\u707c\u89c1\uff1f\u54c1\u724c\u6218\u7565\u7684\u7cbe\u9ad3\u5f80\u5f80\u5728\u4e8e\u5bf9\u6a21\u7cca\u5730\u5e26\u7684\u6d1e\u5bdf\u548c\u5bf9\u77db\u76fe\u4fe1\u606f\u7684\u53d6\u820d\uff0c\u5f53\u524dAI\u80fd\u5426\u5904\u7406\u8fd9\u79cd\u975e\u7ed3\u6784\u5316\u3001\u9700\u8981\u8fa9\u8bc1\u601d\u7ef4\u7684\u51b3\u7b56\uff0c\u503c\u5f97\u6df1\u5ea6\u6000\u7591\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u8bd5\u56fe\u8986\u76d6\u4ece\u6218\u7565\u5230\u6267\u884c\u7684\u5168\u94fe\u6761\uff0c\u4f46\u6bcf\u4e2a\u73af\u8282\u90fd\u53ef\u80fd\u9762\u4e34\u201c\u4e13\u4e1a\u5ea6\u8db3\u591f\u6df1\u201d\u7684\u8d28\u7591\uff1a\u4f5c\u4e3a\u7b56\u7565\u5de5\u5177\uff0c\u5b83\u80fd\u5426\u66ff\u4ee3\u4eba\u7c7b\u987e\u95ee\u7684\u6df1\u5ea6\u8bbf\u8c08\u4e0e\u884c\u4e1a\u55c5\u89c9\uff1f\u4f5c\u4e3a\u8bbe\u8ba1\u5de5\u5177\uff0c\u5176\u751f\u6210\u7684\u89c6\u89c9\u7cfb\u7edf\u5728\u72ec\u7279\u6027\u548c\u827a\u672f\u6027\u4e0a\uff0c\u80fd\u5426\u8d85\u8d8a\u6a21\u677f\u5316\u5acc\u7591\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u533a\u7684\u63d0\u95ee\u5207\u4e2d\u8981\u5bb3\uff1a\u7cfb\u7edf\u5982\u4f55\u4fdd\u8bc1\u7b56\u7565\u4e0e\u89c6\u89c9\u7684\u201c\u56e0\u679c\u4e00\u81f4\u6027\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u673a\u68b0\u5173\u8054\uff1f\u7ade\u54c1\u6570\u636e\u662f\u8868\u9762\u6293\u53d6\u8fd8\u662f\u80fd\u89e3\u8bfb\u5e02\u573a\u52a8\u6001\uff1f\u8fd9\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u201c\u9ed1\u7bb1\u201d\u4ea7\u54c1\u7684\u5929\u7136\u77ed\u677f\u2014\u2014\u7f3a\u4e4f\u51b3\u7b56\u8fc7\u7a0b\u7684\u900f\u660e\u5316\u6559\u80b2\uff0c\u7528\u6237\u5f97\u5230\u7684\u53ef\u80fd\u662f\u4e00\u4efd\u7cbe\u7f8e\u7684\u201c\u7b54\u6848\u201d\uff0c\u5374\u65e0\u6cd5\u7406\u89e3\u201c\u89e3\u9898\u601d\u8def\u201d\uff0c\u8fd9\u5bf9\u4e8e\u9700\u8981\u968f\u7740\u516c\u53f8\u6210\u957f\u800c\u8fed\u4ee3\u54c1\u724c\u7684\u521b\u59cb\u4eba\u800c\u8a00\uff0c\u53ef\u80fd\u662f\u4e00\u79cd\u957f\u671f\u9690\u60a3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u5e76\u975e\u8981\u98a0\u8986\u9876\u7ea7\u54c1\u724c\u54a8\u8be2\u516c\u53f8\uff08\u540e\u8005\u5904\u7406\u7684\u662f\u6700\u590d\u6742\u3001\u6700\u9700\u8981\u4fe1\u4efb\u7684\u9876\u5c42\u8bbe\u8ba1\uff09\uff0c\u800c\u662f\u7cbe\u51c6\u6536\u5272\u4e86\u201c\u4e2d\u95f4\u5e02\u573a\u201d\u2014\u2014\u90a3\u4e9b\u6709\u54c1\u724c\u610f\u8bc6\u4f46\u8d44\u6e90\u6709\u9650\u7684\u521d\u521b\u516c\u53f8\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u80fd\u5426\u505a\u51fa\u60ca\u4e16\u9a87\u4fd7\u7684\u8bbe\u8ba1\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u4ee5\u8db3\u591f\u53ef\u9760\u7684\u201c\u4e13\u4e1a\u5e95\u7ebf\u201d\uff0c\u5c06\u521b\u59cb\u4eba\u4ece\u6beb\u65e0\u5934\u7eea\u7684\u6df7\u4e71\u9009\u62e9\u548c\u5929\u4ef7\u8d26\u5355\u4e2d\u62ef\u6551\u51fa\u6765\uff0c\u6210\u4e3a\u4e00\u4e2a\u503c\u5f97\u4fe1\u8d56\u7684\u201c\u542f\u52a8\u5668\u201d\u3002\u7136\u800c\uff0c\u54c1\u724c\u5efa\u8bbe\u7684\u7ec8\u70b9\u662f\u5efa\u7acb\u4eba\u5fc3\u8ba4\u77e5\uff0c\u5f53\u6240\u6709\u521d\u521b\u516c\u53f8\u90fd\u5f00\u59cb\u4f7f\u7528\u7c7b\u4f3c\u903b\u8f91\u7684\u201c\u6570\u636e\u9a71\u52a8\u201d\u54c1\u724c\u5de5\u5177\u65f6\uff0c\u662f\u5426\u4f1a\u50ac\u751f\u51fa\u65b0\u4e00\u8f6e\u7684\u201cAI\u98ce\u683c\u201d\u540c\u8d28\u5316\uff1f\u8fd9\u6216\u8bb8\u662f\u4e0b\u4e00\u4e2a\u503c\u5f97\u6df1\u601d\u7684\u95ee\u9898\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\">BrandingStudio.ai<\/span>\n <\/div>\n<div class=\"comment-content\">BrandingStudio.ai brings the $150K\u2013$500K agency process to founders. 7 AI-powered modules build your entire brand from strategy and competitor analysis to logo, color system, typography, voice guidelines, and a 90-day launch plan. It analyzes 1,000+ data points about your business before generating a single pixel. Everything exports as SVG, PDF, and a shareable digital brand hub. Built by a brand consultant for Coca-Cola, HSBC, and Airbnb, who turned 20 years of methodology into AI.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Jo\u00e3o \u2014 first time launching here, so bear with me.<\/p>\n<p>I spent 20 years building brand identities for companies like Coca-Cola, HSBC, AT&T, and Bank of America. The methodology always worked just as well for a 3-person startup as for a Fortune 500. But at $150K\u2013$500K and 6+ months, only big companies could access it.<\/p>\n<p>I kept thinking: what if the process itself could be made accessible? So I spent the past year building it \u2014 solo, from Portugal.<\/p>\n<p>BrandingStudio.ai runs the same 7-phase process a brand agency would:<\/p>\n<p>\ud83d\udd2c BrandDNA \u2014 Market research + competitor analysis<br \/>\n\ud83e\udde0 BrandCore \u2014 Strategy, values, positioning<br \/>\n\ud83d\udde3\ufe0f BrandVoice \u2014 Messaging, tone, 30+ content templates<br \/>\n\ud83c\udfa8 BrandLook \u2014 Logo, colors, typography, etc – a full visual system<br \/>\n\ud83d\udcd6 BrandBook \u2014 Live shareable brand hub + PDF<br \/>\n\ud83d\ude80 BrandLaunch \u2014 90-day roadmap + content campaigns<br \/>\n\ud83d\udce1 BrandRadar \u2014 Ongoing competitor monitoring<\/p>\n<p>The key idea: it analyzes 1,000+ data points about your business before generating anything visual. Strategy first, then design.<\/p>\n<p>There’s a free trial with 75 credits \u2014 enough to go through the core workflow. EU-hosted, GDPR compliant, your data is never used for AI training.<\/p>\n<p>I’m genuinely looking for honest feedback \u2014 especially from founders who’ve gone through branding before, or designers who deliver it. What works? What doesn’t? I want to make this better.<\/p>\n<p>\ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joao_seabra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joao_seabra<\/a> Excellent work! Amazing tool, It will help many companies.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@joao_seabra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joao_seabra<\/a> The idea of translating a full agency style process into something founders can run themselves is interesting. I am curious how well the system captures nuance when analysing those 1,000 plus data points. <\/p>\n<\/p>\n<p>Does it mostly rely on the information the founder provides, or does it also pull external signals like competitor positioning and market patterns to shape the strategy?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@joao_seabra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joao_seabra<\/a> Hi Joao. Congrats on launching. How do you help users understand the reasoning behind the branding choices the AI suggests? I’m also curious to know what mistakes do startups commonly make when creating their brand identity?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>20 years of agency branding turned into a product is impressive.<\/p>\n<p>The part that stood out to me is the decision to start with strategy before touching the visuals. Making the research and positioning step accessible to startups is a strong idea.<\/p>\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@joao_seabra\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"joao_seabra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joao_seabra<\/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\/@taimur_haider1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taimur_haider1<\/a> Thank you. That’s the exact insight that made me build this.<\/p>\n<p>For 20 years, I saw brilliant founders rush to a logo, only to find their visual identity had no strategic foundation to support growth. Starting with strategy, the market research, competitor analysis, and positioning were always the secret sauce for our Fortune 500 clients. Making that step accessible, not just affordable, is the mission.<\/p>\n<p>The 75-credit free trial lets you run through that core strategic workflow. I’d be curious what you think after trying the core modules.<\/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>20 years of agency branding experience packaged into AI modules is a strong foundation. Going beyond just logos into voice guidelines and launch plans is a nice touch. How long does a typical run-through take?<\/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\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a> Thank you, David. That’s a great question, and you’ve hit on a key design principle.<\/p>\n<p>It depends entirely on the user. A founder with a clear vision can complete the core strategy and identity in under an hour. Others use it as a strategic and creative partner, iterating on the AI’s insights and suggestions, which can take a few hours of reflection.<\/p>\n<p>The platform is built for both paces. You can move fast with confidence, or use it as a thinking partner to pressure-test your ideas (it’s constantly auto-saving every user input, so you can exit and come back whenever you want). The 75 free credits are enough to explore that core workflow and find your own rhythm if you want to try 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>This looks great, I feel a lot of work done by traditional agencies is being challenged now. Will sign up!<\/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\/@karanparwani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@karanparwani<\/a> Thank you, Karan. That’s a thoughtful observation, and it puts me in a tricky spot.<\/p>\n<p>I still consult for some of the world’s largest brand consultancies. I love that work. But I couldn’t close my eyes to the need to democratize this level of strategic thinking for the brilliant founders and small teams who simply can’t access $300K+ engagements.<\/p>\n<p>This platform isn’t about replacing agencies. It’s about scaling the core methodology so that foundational, strategy-first branding is accessible to everyone.<\/p>\n<p>I’d love to hear what you think once you’ve tried the DNA and Core modules.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 7-phase approach is really smart. Brand consistency is one of the hardest things for early-stage startups to get right, and having AI handle the heavy lifting of competitor analysis, color systems, and typography saves founders from making random design choices they will regret later.<\/p>\n<\/p>\n<p>20 years of agency experience baked into the tool gives it real credibility. Congrats on the launch, Joao!<\/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\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> Thank you, Handuo. You’ve perfectly articulated the exact problem I saw for years at agencies: brilliant founders making random, isolated design choices that later become costly inconsistencies. The 7-module system is designed to prevent exactly that by forcing a strategic sequence, just like we use today at the world’s top brand consultancy agencies. The competitor analysis, market positioning, and so many other brand data points must be locked in before the AI ever suggests a single color. That’s the 20 years of process, baked in to save founders from their future selves. I’d be curious, which of the seven phases do you think is most often overlooked by early teams?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Curious about Brand Radar. How does it actually capture your competitor’s data? And how does it choose the competitor? Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@joao_seabra\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"joao_seabra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joao_seabra<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@neilverma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neilverma<\/a> Thanks Neil, great question!<\/p>\n<p>Competitor selection works two ways: you can add competitors manually, or our AI can suggest real competitors you might not even be aware of, based on your industry, positioning, and market. It draws on the brand profile you built in earlier modules, so suggestions are contextual rather than generic.<\/p>\n<p>Data capture runs through web intelligence: we search for competitor news, website changes, and industry mentions using web search APIs, then layer AI analysis on top to classify what changed (visual, messaging, product, content), assess severity, and generate strategic recommendations specific to your brand’s positioning.<\/p>\n<p>It also calculates a Brand Health Score across 5 factors (competitor activity, content freshness, visual consistency, messaging coherence, and market presence) and detects industry trends relevant to your niche.<\/p>\n<p>Everything runs automatically on a weekly cycle, so you get a living dashboard and a weekly email report if you choose to. Thanks for the kind words! <\/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>Finally, an AI that says “let me analyze 1,000 data points about your business” before generating a logo, instead of just making a gradient circle and calling it a brand identity. Obrigado!<\/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\/@ilya_lee\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ilya_lee<\/a> Thank you. That’s exactly the ethos we built into every module. For over 20 years, I saw the disconnect between a quick logo and a lasting brand. The AI here isn’t a magic button. It’s an analyst first, building a strategic foundation before it ever touches a visual. It’s the difference between decoration and identity. Obrigado for getting 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>How do the AI-powered modules handle potential inconsistencies or conflicts between the various branding components generated, such as logos, color schemes, and typography, to ensure a cohesive and effective brand identity?<\/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\/@zhukmax\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zhukmax<\/a> Thank you for asking this, Max. This is the core challenge we solve.<\/p>\n<p>The AI doesn’t generate components in isolation. It’s a connected system. The 1,000+ data points from your BrandDNA and the strategic position from BrandCore become the creative brief for BrandLook. The logo, colors, and typography are generated <em>from<\/em> that strategy to express a single, unified idea.<\/p>\n<p>It ensures the visual identity is a direct translation of the strategy, not a random assembly of parts.<\/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>Interesting, just saw a comment on design from Paul Graham today. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jan_heimes\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jan_heimes<\/a> It\u2019s a remarkable coincidence. His essay \u201cThe Brand Age\u201d was published the same week we launched (is this what you’re referring to?). He argues that when performance is commoditized, brand becomes the only battleground. Our platform is built for that exact moment. It starts with strategy, not just a logo, to help you stand out in a sea of sameness. I’d love for you to try it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Love how you\u2019re demystifying branding and making it much more approachable. Congrats!<\/p>\n<p>I\u2019ve been in the design game 15+ years (I built responsivelogos.co.uk back in the day) so I\u2019m always curious about how things scale. How does the system handle responsive variations for stuff like logos, layouts, type across different sizes\/screens?<\/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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5CE4BWJHNLLNBR\" class=\"app-title\">Unite Pro for macOS<\/a><\/p>\n<div class=\"one-liner\">Turn websites into Mac apps<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">147<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u5c06\u5e38\u7528\u7f51\u7ad9\u8f6c\u5316\u4e3a\u5177\u6709\u539f\u751f\u4f53\u9a8c\u7684Mac\u5e94\u7528\uff0c\u5728\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\u6df7\u4e71\u3001\u591a\u4efb\u52a1\u5207\u6362\u9891\u7e41\u7684\u5de5\u4f5c\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u6784\u5efa\u4e00\u4e2a\u4e13\u6ce8\u3001\u9ad8\u6548\u4e14\u4e0e\u7cfb\u7edf\u6df1\u5ea6\u96c6\u6210\u7684\u72ec\u7acb\u5de5\u4f5c\u7a7a\u95f4\uff0c\u89e3\u51b3\u7f51\u9875\u5de5\u5177\u4f53\u9a8c\u5272\u88c2\u548c\u6ce8\u610f\u529b\u5206\u6563\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ea8b2637-4c69-41d7-b62c-865a554521eb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0a22d78e-c24b-4be1-883e-6aef79a7a898.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1f9dc446-d30c-4c67-9c54-180896ec9c64.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9d57ed5-1edf-4de6-adb9-da243783f912.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7bb847bc-b9d0-4572-b659-7c9ca63b9777.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/145492f4-87c9-4ac7-8606-980b3cb1441e.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\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7f51\u7ad9\u8f6c\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">PWA\u589e\u5f3a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">Mac\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u539f\u751f\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b9a\u4e49\u7f51\u7ad9<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u5c01\u88c5\u5668<\/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\u8ba4\u53ef\u5176\u89e3\u51b3\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\u6df7\u4e71\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8d5e\u8d4f\u5176\u539f\u751f\u5feb\u6377\u952e\u652f\u6301\u7b49\u7ec6\u8282\u3002\u4e3b\u8981\u95ee\u9898\/\u5efa\u8bae\u5305\u62ec\uff1a\u8be2\u95ee\u76f8\u540c\u6839\u57df\u540d\u7f51\u7ad9\u7684\u5e94\u7528\u9694\u79bb\u5904\u7406\u3001\u4fa7\u8fb9\u680f\u6807\u7b7e\u9875\u91cd\u547d\u540d\u529f\u80fd\uff08\u5df2\u786e\u8ba4\u4e3abug\u5e76\u5c06\u4fee\u590d\uff09\u3001\u671f\u5f85Setapp\u4e0a\u67b6\uff08\u5df2\u786e\u8ba4\uff09\uff0c\u5e76\u63a2\u8ba8\u5176\u63d0\u5347\u4e13\u6ce8\u5ea6\u7684\u5177\u4f53\u673a\u5236\u548c\u6d41\u884c\u7528\u4f8b\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 Unite Pro \u6240\u6807\u699c\u7684\u201c\u5c06\u7f51\u7ad9\u53d8\u4e3a\u539f\u751f\u5e94\u7528\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u5c06PWA\uff08\u6e10\u8fdb\u5f0fWeb\u5e94\u7528\uff09\u6982\u5ff5\u8fdb\u884c\u4e86\u7cfb\u7edf\u7ea7\u7684\u6df1\u5ea6\u5c01\u88c5\u548c\u4f53\u9a8c\u589e\u5f3a\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u5730\u6355\u6349\u5e76\u653e\u5927\u4e86\u73b0\u4ee3\u77e5\u8bc6\u5de5\u4f5c\u8005\u5728\u201c\u6d4f\u89c8\u5668\u5373\u64cd\u4f5c\u7cfb\u7edf\u201d\u65f6\u4ee3\u4e0b\u7684\u6838\u5fc3\u7126\u8651\u2014\u2014\u788e\u7247\u5316\u4e0e\u4e0a\u4e0b\u6587\u4e22\u5931\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u901a\u8fc7\u201c\u7a97\u53e3\/\u4fa7\u8fb9\u680f\/\u83dc\u5355\u680f\u201d\u4e09\u6a21\u5f0f\u5207\u6362\u3001\u94fe\u63a5\u8f6c\u53d1\u89c4\u5219\u548c\u7f51\u7ad9\u63a7\u4ef6\uff0c\u5176\u6df1\u5c42\u903b\u8f91\u662f\u8bd5\u56fe\u5728\u5f00\u653e\u7684Web\u4e0e\u5c01\u95ed\u7684\u672c\u5730\u7cfb\u7edf\u4e4b\u95f4\uff0c\u5efa\u7acb\u4e00\u5957\u7528\u6237\u53ef\u63a7\u7684\u201c\u8fb9\u754c\u89c4\u5219\u201d\u3002\u5b83\u8ba9\u7528\u6237\u80fd\u81ea\u4e3b\u51b3\u5b9a\u54ea\u4e2aWeb\u670d\u52a1\u4ee5\u4f55\u79cd\u5f62\u6001\u3001\u5728\u4f55\u79cd\u6743\u9650\u4e0b\u4ecb\u5165\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\u3002Dock\u5fbd\u7ae0\u3001\u4f1a\u8bae\u63d0\u9192\u7b49\u201c\u539f\u751f\u589e\u5f3a\u201d\u529f\u80fd\uff0c\u5219\u662f\u5c06Web\u670d\u52a1\u88ab\u52a8\u7b49\u5f85\u8bbf\u95ee\u7684\u6a21\u5f0f\uff0c\u626d\u8f6c\u4e3a\u53ef\u4e3b\u52a8\u3001\u8f7b\u91cf\u63d0\u793a\u7528\u6237\u7684\u6a21\u5f0f\uff0c\u8fd9\u7565\u5fae\u626d\u8f6c\u4e86\u7528\u6237\u4e0eWeb\u670d\u52a1\u7684\u4e3b\u88ab\u52a8\u5173\u7cfb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5b83\u89e3\u51b3\u7684\u201c\u6df7\u4e71\u201d\u90e8\u5206\u6e90\u4e8e\u6d4f\u89c8\u5668\u81ea\u8eab\u8bbe\u8ba1\u54f2\u5b66\u7684\u5c40\u9650\uff0c\u4f46\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5de5\u5177\uff0c\u5176\u4f53\u9a8c\u7684\u6d41\u7545\u5ea6\u9ad8\u5ea6\u4f9d\u8d56\u4e8emacOS\u7cfb\u7edf\u63a5\u53e3\u7684\u5f00\u653e\u5ea6\u548c\u7a33\u5b9a\u6027\u3002\u5176\u6b21\uff0c\u9ad8\u7ea7\u529f\u80fd\u5982\u811a\u672c\u6ce8\u5165\u867d\u5f3a\u5927\uff0c\u5374\u5c06\u7528\u6237\u4f53\u9a8c\u7684\u590d\u6742\u5ea6\u4ece\u201c\u7ba1\u7406\u6807\u7b7e\u9875\u201d\u8f6c\u79fb\u5230\u4e86\u201c\u7ba1\u7406\u4e00\u4e2a\u5e94\u7528\u5c01\u88c5\u5668\u201d\uff0c\u53ef\u80fd\u50ac\u751f\u65b0\u7684\u5b66\u4e60\u6210\u672c\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4ecb\u4e8e\u4e13\u4e1a\u5de5\u5177\u4e0e\u5927\u4f17\u8f6f\u4ef6\u4e4b\u95f4\uff0c\u9762\u5bf9\u7684\u662f\u65e2\u6709\u6d4f\u89c8\u5668\u539f\u751fPWA\u529f\u80fd\uff0c\u4e5f\u6709\u5982Flotato\u3001Coherence\u7b49\u540c\u7c7b\u5de5\u5177\u7684\u7ade\u4e89\uff0c\u5176\u201cPro\u201d\u7684\u4e13\u4e1a\u6027\u5fc5\u987b\u6301\u7eed\u901a\u8fc7\u7c7b\u4f3c\u201cAI\u4f34\u4fa3\u53e0\u52a0\u5c42\u201d\u7b49\u521b\u65b0\u70b9\u6765\u8bc1\u660e\uff0c\u5426\u5219\u6613\u6ca6\u4e3a\u5355\u7eaf\u7684\u754c\u9762\u7f8e\u5316\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cUnite Pro\u662f\u4e00\u6b3e\u5178\u578b\u7684\u201c\u5de5\u4f5c\u6d41\u96d5\u523b\u5200\u201d\u3002\u5b83\u5e76\u4e0d\u521b\u9020\u65b0\u7684\u5185\u5bb9\uff0c\u800c\u662f\u4e3a\u5df2\u6709\u7684Web\u670d\u52a1\u91cd\u65b0\u5851\u9020\u4ea4\u4e92\u5bb9\u5668\u4e0e\u4e0a\u4e0b\u6587\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u662f\u5426\u9ad8\u6df1\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u8ba9\u7528\u6237\u611f\u77e5\u5230\uff0c\u7ecf\u8fc7\u5b83\u5c01\u88c5\u540e\u7684Web\u5de5\u5177\uff0c\u5728\u6548\u7387\u4e0e\u5fc3\u6d41\u4f53\u9a8c\u4e0a\u7684\u63d0\u5347\uff0c\u663e\u8457\u9ad8\u4e8e\u5176\u6240\u5e26\u6765\u7684\u7ba1\u7406\u6210\u672c\u3002\u5b83\u662f\u5728\u6d4f\u89c8\u5668\u9738\u6743\u4e0b\uff0c\u4e00\u6b21\u7cbe\u81f4\u7684\u201c\u684c\u9762\u590d\u5174\u201d\u5c1d\u8bd5\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Unite Pro for macOS<\/span>\n <\/div>\n<div class=\"comment-content\">Unite Pro turns your most important websites into fast, native-feeling Mac apps\u2014completely isolated, deeply customizable, and built for macOS Tahoe. Create an app in seconds, switch between Window \/ Sidebar \/ Menu Bar modes, remove distractions with Website Controls, route links to other apps and browsers, and add native enhancements like dock badges, meeting alerts, AI overlays, and live Dock Monitor previews.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt! \ud83d\udc4b<\/p>\n<p>Today we\u2019re launching Unite Pro \u2014 the biggest update in Unite\u2019s history, completely rebuilt and reimagined for modern macOS.<\/p>\n<p>Unite has been around since 2017, built for one simple idea: if you rely on websites for work, they shouldn\u2019t live as messy browser tabs. Unite Pro takes that to the next level with a new creation experience, a modern macOS Tahoe design, and native enhancements that make web apps feel truly at home on your Mac.<\/p>\n<p>What\u2019s new in Unite Pro:<\/p>\n<p>– Create apps in seconds with a redesigned creation tool, smarter suggestions, and a beautiful new icon system<br \/>\n– Three modes per app \u2014 Window, Sidebar, and Menu Bar \u2014 switch instantly based on how you work<br \/>\n– Website Controls to remove distractions and edit any site visually (plus powerful scripts\/styles for advanced users)<br \/>\n– Smart Enhancements like dock badges, meeting notifications, video speed controls, and AI Companion overlays<br \/>\n– Link Forwarding improvements to keep your workflow contained across apps and your browser<br \/>\n– A long list of polish: Built-in password manager, per-site location controls, permissions manager, quick settings, live Dock Monitor previews, and more<\/p>\n<p>If you\u2019ve ever wanted your most important web tools to feel like real Mac software \u2014 faster, cleaner, and built around your workflow \u2014 Unite Pro is for you.<\/p>\n<p>I\u2019ll be here all day answering questions, taking feedback, and helping anyone get set up. If you try it, tell me which website you\u2019d turn into your first Unite Pro app \u2014 I\u2019m always curious how people build their workflows. We’ll have a few free licenses for the best answers!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@bzg0515 I use PWAs for Atlassian products (JIRA and Confluence primarily), they don\u2019t have desktop apps and having a distraction free space that\u2019s dedicated to the what each product does is a huge help with context-switching.<\/p>\n<p>The issue I run into is that the PWAs both have the same root URL, so if the JIRA session ends up in a Confluence page, it will always load back into Confluence unless I restart Safari entirely. Does Unite Pro handle apps with similar URLs well?<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bzg0515\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bzg0515<\/a> have a look at what we did here <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/55947619-ca52-41d2-8720-b3a48c093bf6.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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bzg0515\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bzg0515<\/a> How does turning websites into apps help people stay more focused or organized? What are some unexpected ways early users are using Unite Pro?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Finally\u2026 a way to escape the chaos of 47 browser tabs \ud83d\ude05<br \/>If Unite Pro can save me from tab overload, it’s already a win.<\/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>I never really explored other app creators, but after sticking with Safari and Chrome\u2019s basic versions, Unite Pro is a breath of fresh air. It handles shortcuts like <strong>Cmd + W<\/strong> perfectly, which makes my web apps finally behave like everything else on my Mac. Simple, clean, and works exactly as expected.<\/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>Congrats on the launch! The Window\/Sidebar\/Menu Bar mode switching is exactly what makes this more than just a basic site wrapper. What’s been the most popular use case you’ve seen from users so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>really good but cannot rename the tabs in the sidebar<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jenkida\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jenkida<\/a> ah indeed a bug! will get it fixed<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Turning websites into native-feeling Mac apps is such a killer use case \u2014 the menu bar and dock badge integrations especially. 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\/@lev_kerzhner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lev_kerzhner<\/a> Thank you Lev!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Will this update be on Setapp?<\/div>\n<div class=\"comment-actions\">\n<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\/@jason_sher1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_sher1<\/a> Yes! It should be available now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YFXFQNL775S45U\" class=\"app-title\">Nothing Phone (4a) Pro<\/a><\/p>\n<div class=\"one-liner\">Redefining the Nothing aesthetic with a metal unibody<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">143<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Nothing Phone (4a) Pro \u901a\u8fc7\u4e00\u4f53\u6210\u578b\u91d1\u5c5e\u673a\u8eab\u548c\u5347\u7ea7\u7684Glyph Matrix\u706f\u6548\uff0c\u5728\u4fdd\u6301\u54c1\u724c\u8fa8\u8bc6\u5ea6\u7684\u540c\u65f6\uff0c\u4e3a\u8ffd\u6c42\u8d28\u611f\u4e0e\u6027\u80fd\u7684\u4e2d\u7aef\u5e02\u573a\u7528\u6237\u63d0\u4f9b\u4e86\u517c\u5177\u9ad8\u7ea7\u624b\u611f\u548c\u5f3a\u52b2\u62cd\u6444\u80fd\u529b\u7684\u9009\u62e9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/d12f153b-9e73-4eac-b23a-c684a1bb2e36.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=-84kaoHMOr0\"><source src=\"https:\/\/www.youtube.com\/watch?v=-84kaoHMOr0\" 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\/d806368f-1024-46b2-9d71-2c8ff16a0938.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\/16008c59-32a2-4c7f-9116-6c06aa2bfaa3.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\/f06f30d7-5d96-452a-bfe3-3ca3cb8c7af8.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\/9497780f-a47c-462e-acd7-4355c5e9c832.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\/6d9b72b3-9ccc-46ca-9ce5-ef51c3a7d595.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\/d9b01f49-fca0-4bc3-a589-20b446d085f4.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\/bf757b18-1376-46c3-99e1-7b56c04bc6e7.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\/db0d2b2c-3e4d-42c3-bf1a-0006b1f06eab.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\/c140b036-0ac3-4cd8-8c6f-50d533c29912.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\/94481cbd-5bec-42eb-85a5-7771100c0995.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\/3ac16e0c-2c20-4d4c-a143-189377811c59.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\">Hardware<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Cell Phone<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u667a\u80fd\u624b\u673a<\/span><br \/>\n <span class=\"tag\">\u4e2d\u9ad8\u7aef\u673a\u578b<\/span><br \/>\n <span class=\"tag\">\u91d1\u5c5e\u4e00\u4f53\u5316\u673a\u8eab<\/span><br \/>\n <span class=\"tag\">\u900f\u660e\u8bbe\u8ba1\u5143\u7d20<\/span><br \/>\n <span class=\"tag\">\u9ad8\u901a\u9a81\u9f997 Gen 4<\/span><br \/>\n <span class=\"tag\">Glyph\u706f\u6548\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u957f\u7126\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">\u9ad8\u5237\u65b0\u7387\u5c4f\u5e55<\/span><br \/>\n <span class=\"tag\">\u7ade\u54c1\u5bf9\u6807<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u80af\u5b9a\u91d1\u5c5e\u673a\u8eab\u5e26\u6765\u7684\u9ad8\u7aef\u8d28\u611f\uff0c\u89c6\u5176\u4e3a\u54c1\u724c\u6210\u719f\u800c\u4e0d\u5931\u7279\u8272\u7684\u8fdb\u5316\u3002\u900f\u660e\u76f8\u673a\u6a21\u7ec4\u88ab\u89c6\u4e3a\u5bf9\u54c1\u724cDNA\u7684\u5de7\u5999\u4fdd\u7559\u3002\u4e3b\u8981\u5173\u6ce8\u70b9\u5728\u4e8e\uff1a\u4e0e\u65e7\u6b3e\u5851\u6599\u673a\u8eab\u7684\u5b9e\u9645\u5bf9\u6bd4\u3001Glyph Matrix\u7684\u529f\u80fd\u6027\u8fdb\u5316\u3001\u4ee5\u53ca\u5176\u4e0e\u8c37\u6b4cPixel\u7b49\u7ade\u54c1\u5bf9\u6807\u7684\u5e02\u573a\u7b56\u7565\u3002\u5b58\u5728\u5c11\u91cf\u5bf9\u66f4\u65b0\u5e45\u5ea6\u4e0d\u5927\u7684\u8c03\u4f83\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 Nothing Phone (4a) Pro \u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u4ea7\u54c1\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u573a\u7cbe\u660e\u7684\u54c1\u724c\u6218\u7565\u8f6c\u578b\u3002\u5b83\u6807\u5fd7\u7740Nothing\u4ece\u4e00\u4e2a\u4f9d\u9760\u201c\u900f\u660e\u80cc\u677f\u201d\u8fd9\u4e00\u5355\u4e00\u89c6\u89c9\u5671\u5934\u7684\u53db\u9006\u8005\uff0c\u5411\u4e3b\u6d41\u4e2d\u9ad8\u7aef\u5e02\u573a\u52a1\u5b9e\u6d3e\u73a9\u5bb6\u7684\u5173\u952e\u4e00\u8dc3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c42\u9762\u6700\u7280\u5229\u7684\u52a8\u4f5c\uff0c\u662f\u7528\u201c\u5168\u91d1\u5c5e\u4e00\u4f53\u673a\u8eab\u201d\u4eb2\u624b\u89e3\u6784\u4e86\u81ea\u5df1\u8d56\u4ee5\u6210\u540d\u7684\u201c\u5168\u900f\u660e\u201d\u7b26\u53f7\u3002\u8fd9\u7edd\u975e\u7b80\u5355\u7684\u6750\u8d28\u5347\u7ea7\uff0c\u800c\u662f\u4e00\u6b21\u76ee\u6807\u7528\u6237\u7fa4\u7684\u7cbe\u51c6\u8fc1\u79fb\u3002\u5b83\u7528\u884c\u4e1a\u516c\u8ba4\u7684\u201c\u9ad8\u7ea7\u611f\u201d\u8bed\u8a00\uff0c\u5411\u90a3\u4e9b\u56e0\u5851\u6599\u624b\u611f\u800c\u5374\u6b65\u7684\u52a1\u5b9e\u6d88\u8d39\u8005\u558a\u8bdd\uff0c\u540c\u65f6\u5c06\u900f\u660e\u8bbe\u8ba1\u6536\u7f29\u4e3a\u76f8\u673a\u6a21\u7ec4\u4e0a\u7684\u4e00\u4e2a\u201c\u5f69\u86cb\u201d\uff0c\u5b8c\u6210\u4e86\u54c1\u724c\u6807\u8bc6\u4ece\u5f62\u5f0f\u5230\u7cbe\u795e\u7684\u8f6f\u7740\u9646\u2014\u2014\u6211\u4eec\u4ecd\u6709\u6001\u5ea6\uff0c\u4f46\u66f4\u5728\u4e4e\u4f60\u7684\u624b\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6838\u5fc3\u914d\u7f6e\u7684\u5806\u6599\uff0c\u5c24\u5176\u662f\u5938\u5f20\u7684140\u500d\u957f\u7126\u548c3000\u5c3c\u7279Glyph Matrix\uff0c\u66b4\u9732\u51fa\u5176\u201c\u8d8a\u7ea7\u6253\u51fb\u201d\u7684\u91ce\u5fc3\u3002\u5b83\u7784\u51c6\u7684\u6b63\u662f\u8c37\u6b4cPixel a\u7cfb\u5217\u628a\u6301\u7684\u201c\u8d28\u611f\u6027\u4ef7\u6bd4\u201d\u5e02\u573a\u3002\u7528\u66f4\u5f3a\u7684\u53c2\u6570\u548c\u66f4\u72ec\u7279\u7684\u4ea4\u4e92\uff08Glyph\uff09\uff0c\u5728Pixel\u7684\u201c\u8ba1\u7b97\u6444\u5f71\u201d\u62a4\u57ce\u6cb3\u5916\u5f00\u8f9f\u6218\u573a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u98ce\u9669\u4e0e\u673a\u9047\u5e76\u5b58\u3002\u629b\u5f03\u6700\u5177\u8fa8\u8bc6\u5ea6\u7684\u5916\u89c2\uff0c\u662f\u5426\u4f1a\u8ba9\u5176\u5728\u540c\u8d28\u5316\u7684\u91d1\u5c5e\u673a\u8eab\u6d77\u6d0b\u4e2d\u6cef\u7136\u4f17\u4eba\uff1f\u9a81\u9f997\u7cfb\u7684\u5b9a\u4f4d\uff0c\u80fd\u5426\u652f\u6491\u8d77\u201cPro\u201d\u4e4b\u540d\u548c\u9762\u5bf9\u7ade\u54c1\u7684\u6027\u80fd\u671f\u5f85\uff1f\u7528\u6237\u8bc4\u8bba\u4e2d\u201c\u6700\u4e0dNothing\u7684Nothing\u624b\u673a\u201d\u8fd9\u4e00\u53e5\uff0c\u65e2\u662f\u8d5e\u8a89\uff0c\u4e5f\u70b9\u51fa\u4e86\u54c1\u724c\u8eab\u4efd\u8ba4\u77e5\u53ef\u80fd\u51fa\u73b0\u7684\u6a21\u7cca\u4e0e\u6495\u88c2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cPhone (4a) Pro \u662f\u4e00\u6b3e\u6210\u719f\u7684\u4ea7\u54c1\uff0c\u5374\u4e5f\u662f\u4e00\u573a\u5192\u9669\u7684\u8d4c\u6ce8\u3002\u5b83\u663e\u793a\u4e86Nothing\u6d3b\u4e0b\u53bb\u5e76\u505a\u5927\u7684\u5f3a\u70c8\u6b32\u671b\uff0c\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6781\u5ba2\u7c89\u4e1d\u7684\u6b22\u547c\uff0c\u800c\u5728\u4e8e\u5e7f\u5927\u4e2d\u95f4\u5e02\u573a\u6d88\u8d39\u8005\u662f\u5426\u613f\u610f\u4e3a\u4e00\u4e2a\u201c\u53bb\u7b26\u53f7\u5316\u201d\u540e\u7684\u65b0Nothing\u4e70\u5355\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\">Nothing Phone (4a) Pro<\/span>\n <\/div>\n<div class=\"comment-content\">The Nothing Phone (4a) Pro features a slim 7.95 mm full-metal unibody, confining its signature transparency to the camera module. Running the Snapdragon 7 Gen 4, the phone delivers a 3000-nit Glyph Matrix and up to 140x telephoto zoom.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>With no Phone (4) this year, the Phone (4a) Pro looks like the phone carrying Nothing in 2026.<\/p>\n<p>And it”s probably the most un-Nothing Nothing phone they’ve ever shipped \ud83d\ude42 Gone is the full transparent back. Instead, you get a slim full-metal aluminum unibody that feels properly premium. The iconic Glyph is now a bigger, brighter Matrix, and the transparent camera module is basically the last clear nod to the old Nothing DNA.<\/p>\n<p>It also packs a serious camera setup, Snapdragon 7 Gen 4, and a 144Hz 5000-nit display.<\/p>\n<p>Feels like Nothing is going after the Pixel 10a and premium midrange crowd. Very interesting move!<\/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>That telephoto zoom and metal build look fire \ud83d\udd25 Can\u2019t wait to see hands-on reviews!<\/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 metal unibody is a nice evolution while still keeping the transparency element on the camera. Feels like Nothing is growing up without losing its identity. Curious how the Glyph Matrix has evolved functionally this time around.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>looks so good!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 metal unibody is a bold move \u2014 curious how it holds up vs the plastic feel of the previous 4a. 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Feels like the update is\u2026 Nothing as well. \ud83d\ude04<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/J426JXHFDPUGFH\" class=\"app-title\">OpenClix<\/a><\/p>\n<div class=\"one-liner\">Agent-driven retention flows for mobile apps.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">135<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>OpenClix\u662f\u4e00\u6b3e\u5e2e\u52a9\u79fb\u52a8\u5e94\u7528\u56e2\u961f\u4ee5\u667a\u80fd\u4ee3\u7406\u9a71\u52a8\u7684\u65b9\u5f0f\uff0c\u8f7b\u677e\u521b\u5efa\u548c\u7ba1\u7406\u672c\u5730\u63a8\u9001\u8425\u9500\u6d3b\u52a8\uff0c\u4ece\u800c\u63d0\u5347\u7528\u6237\u7559\u5b58\u3001\u51cf\u5c11\u901a\u77e5\u75b2\u52b3\u7684\u5f00\u53d1\u5de5\u5177\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d625c89-d8b0-4197-a6ba-597f2b6869ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ecfb1d31-48d3-4c4c-a113-ed32fa605903.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\/ea1e293f-ca32-4757-a959-8d36eeb63db9.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/WxQpkWCHExU\"><source src=\"https:\/\/youtu.be\/WxQpkWCHExU\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u79fb\u52a8\u5e94\u7528\u8fd0\u8425<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u7559\u5b58<\/span><br \/>\n <span class=\"tag\">\u63a8\u9001\u901a\u77e5<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4ee3\u7406\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">A\/B\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387<\/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\u5f00\u6e90\u3001\u672c\u5730\u96c6\u6210\u53ca\u4ee3\u7406\u53cb\u597d\u7684\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u80fd\u6709\u6548\u5bf9\u6297\u901a\u77e5\u75b2\u52b3\u5e76\u7b80\u5316\u5de5\u4f5c\u6d41\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u5efa\u8bae\u5b98\u7f51\u4fe1\u606f\u66f4\u7a81\u51fa\u201c\u63d0\u5347\u7559\u5b58\u201d\u7684\u7ed3\u679c\u5bfc\u5411\uff1b\u8be2\u95ee\u6291\u5236\u89c4\u5219\u662f\u9759\u6001\u8fd8\u662f\u52a8\u6001\u5b66\u4e60\uff1b\u5173\u5fc3\u4e0e\u54ea\u4e9bAI\u4ee3\u7406\u517c\u5bb9\uff1b\u80af\u5b9a\u5176\u4f9d\u8d56\u7ba1\u7406\u65b9\u6848\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 OpenClix\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u5de5\u5177\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u79fb\u52a8\u5e94\u7528\u589e\u957f\u8303\u5f0f\u9887\u5177\u91ce\u5fc3\u7684\u201c\u795b\u9b45\u201d\u3002\u5b83\u8bd5\u56fe\u7528\u201c\u5f00\u6e90\u201d\u548c\u201c\u672c\u5730\u4f18\u5148\u201d\u8fd9\u4e24\u628a\u624b\u672f\u5200\uff0c\u5207\u5f00\u5f53\u524d\u81c3\u80bf\u3001\u9ed1\u76d2\u5316\u7684SaaS\u8425\u9500\u4e91\u5e02\u573a\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u63a8\u9001\u201d\u8fd9\u4e2a\u53e4\u8001\u7684\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u5c06\u8425\u9500\u6d3b\u52a8\u7684\u914d\u7f6e\u3001\u903b\u8f91\u4e43\u81f3\u4ee3\u7801\uff0c\u4ece\u4e0d\u53ef\u63a7\u7684\u4e91\u7aef\u4eea\u8868\u76d8\u593a\u56de\uff0c\u91cd\u65b0\u7f6e\u4e8e\u5f00\u53d1\u8005\u7684\u7248\u672c\u63a7\u5236\u4e4b\u4e0b\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u589e\u957f\u57fa\u7840\u8bbe\u65bd\u201c\u5de6\u79fb\u201d\uff0c\u4e0e\u5f00\u53d1\u6d41\u7a0b\u6df1\u5ea6\u878d\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u5f3a\u8c03\u7684\u201c\u4ee3\u7406\u9a71\u52a8\u201d\u662f\u53e6\u4e00\u4e2a\u7cbe\u5999\u5207\u5165\u70b9\u3002\u5b83\u5de7\u5999\u5730\u5c06\u5f53\u524dAI\u4ee3\u7406\u7684\u4ee3\u7801\u80fd\u529b\u8f6c\u5316\u4e3a\u751f\u4ea7\u529b\uff0c\u8ba9\u4ee3\u7406\u6210\u4e3a\u6d3b\u52a8\u521b\u5efa\u3001\u4f18\u5316\u4e43\u81f3\u5206\u6790\u7684\u6267\u884c\u8005\uff0c\u800c\u975e\u66ff\u4ee3\u4eba\u7c7b\u3002\u8fd9\u4e3a\u6280\u672f\u578b\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u6761\u9ad8\u6760\u6746\u7387\u7684\u81ea\u52a8\u5316\u8def\u5f84\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u77db\u76fe\uff1a\u76ee\u6807\u7528\u6237\u7a76\u7adf\u662f\u8ffd\u6c42\u6781\u81f4\u6548\u7387\u4e0e\u63a7\u5236\u7684\u5f00\u53d1\u8005\uff0c\u8fd8\u662f\u66f4\u5173\u6ce8\u4e1a\u52a1\u6307\u6807\u3001\u6e34\u6c42\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u4ea7\u54c1\u7ecf\u7406\uff1f\u8bc4\u8bba\u533a\u7684\u53cd\u9988\u6070\u597d\u5370\u8bc1\u4e86\u8fd9\u4e00\u70b9\uff1aBuilder\u4eec\u4e3a\u4ee3\u7801\u5165\u4ed3\u3001\u4f9d\u8d56\u7b80\u5316\u6b22\u547c\uff0c\u800c\u4ea7\u54c1\u4eba\u5219\u76f4\u63a5\u8d28\u95ee\u201c\u4e3a\u4f55\u4e0d\u5148\u8c08\u7559\u5b58\u63d0\u5347\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6311\u6218\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u201c\u672c\u5730\u4f18\u5148\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u8d4b\u4e88\u63a7\u5236\u6743\u7684\u540c\u65f6\uff0c\u4e5f\u610f\u5473\u7740\u56e2\u961f\u9700\u81ea\u884c\u627f\u62c5\u90e8\u7f72\u3001\u7ef4\u62a4\u4e0e\u6570\u636e\u7ba1\u9053\u5efa\u8bbe\u7684\u6210\u672c\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5413\u9000\u8d44\u6e90\u6709\u9650\u7684\u4e2d\u5c0f\u56e2\u961f\u3002\u5176\u6b21\uff0c\u5f53\u524d\u57fa\u4e8e\u9759\u6001\u89c4\u5219\u7684\u6291\u5236\u903b\u8f91\uff0c\u5728\u667a\u80fd\u5316\u7a0b\u5ea6\u4e0a\u8fdc\u672a\u8fbe\u5230\u5176\u63cf\u7ed8\u7684\u201c\u52a8\u6001\u5b66\u4e60\u201d\u613f\u666f\uff0c\u4e0e\u6210\u719f\u7684\u5546\u4e1a\u5316\u5e73\u53f0\u76f8\u6bd4\u5b58\u5728\u5dee\u8ddd\u3002\u5b83\u7684\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u5f00\u53d1\u8005\u53cb\u597d\u201d\u7684\u54f2\u5b66\u4e0e\u201c\u4ea7\u54c1\u56e2\u961f\u6613\u7528\u201d\u7684\u5b9e\u7528\u4e3b\u4e49\u4e4b\u95f4\u627e\u5230\u5e73\u8861\uff0c\u5e76\u6784\u5efa\u8d77\u56f4\u7ed5\u5176\u5f00\u6e90\u751f\u6001\u7684\u7b80\u6613\u90e8\u7f72\u65b9\u6848\u4e0e\u6570\u636e\u96c6\u6210\u80fd\u529b\u3002\u5b83\u672a\u5fc5\u80fd\u53d6\u4ee3\u4e00\u5207\uff0c\u4f46\u5f88\u53ef\u80fd\u5728\u8ffd\u6c42\u6df1\u5ea6\u5b9a\u5236\u4e0e\u6570\u636e\u81ea\u4e3b\u7684\u9ad8\u6548\u80fd\u56e2\u961f\u4e2d\uff0c\u5f00\u8f9f\u51fa\u4e00\u4e2a\u575a\u5b9e\u7684\u5229\u57fa\u5e02\u573a\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\">OpenClix<\/span>\n <\/div>\n<div class=\"comment-content\">OpenClix helps mobile teams run agent-driven local push campaigns without heavy setup. Create campaigns with smart triggers, suppression rules, and scheduling\u2014then let agents analyze results, optimize engagement, and stop ineffective campaigns. Connect outcomes to retention metrics, ship faster, reduce notification fatigue, and iterate from real performance data.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b I\u2019m excited to share OpenClix.<\/p>\n<p>We built OpenClix to make local push campaigns practical for product teams that want better retention but don\u2019t want to stitch together complex tooling. With OpenClix, you can design campaigns, set trigger logic and guardrails, and continuously optimize based on campaign performance.<br \/><strong>OpenClix is built for agent-friendly workflows, so you can use it with any agent you want. Your team can create campaigns, tune rules, and iterate using the agent experience that already fits your process.<\/strong><\/p>\n<p>What we\u2019d love your feedback on:<br \/>1. Campaign setup flow (is it intuitive?)<br \/>2. The analytics\/reporting clarity (what\u2019s missing?)<br \/>3. Which integrations you want next<\/p>\n<p>Happy to answer any questions and would love to hear how your team currently handles push campaigns.<\/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\/@jace_yoo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jace_yoo<\/a> Hi Jace. Congrats on launching. I’ve actually began building my own product and wanted to know from your experience what skills are most important for someone who wants to build tools that improve user engagement and what beginner mistakes do founders make when trying to improve retention?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love that this is open source. Notification fatigue is one of the biggest reasons users churn from mobile apps, and most teams just blast push notifications without thinking about suppression rules or timing. The fact that you can connect outcomes directly to retention metrics means teams can finally measure what actually moves the needle instead of guessing. How does the suppression logic work? Is it rule based, or does it learn from user behavior over time?<\/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\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a> Heyy! Thank you for the comment. Right now the suppression logic works based on rules defined in the config file, so teams can control things like timing, frequency limits, and other suppression conditions in a predictable way. <\/p>\n<p>That said, we are thinking about evolving this in the future. The idea is to eventually incorporate user behavior data so the system can learn over time and adjust suppression dynamically. Instead of relying only on static rules, it would be able to adapt based on how users actually interact with notifications and the app.<\/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>As a developer, dependency management has always been painful when building and using libraries(especially with React Native.).<\/p>\n<p>While working on OpenClix, I wanted to address this problem. Inspired by shadcn, we chose an approach where the agent directly adds the full library code into your project. <strong>No more running npm install, and no more dealing with peer dependency issues. (The same idea applies to SPM, Gradle, and Pub as well!)<\/strong><\/p>\n<\/p>\n<p>The agent handles installation, integration, and even verifies the build. All the code lives directly in your project, so you can freely customize it to fit your needs.<\/p>\n<p>Now it\u2019s time to grow your app with full control in your hands!<\/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>What I like about OpenClix is that it is as close to normal app development than integrating campaign tools. Everything living in the repo is so much better to me than having to manage campaign logic in some separate dashboard that I have to learn what this UI does and what that does. Also great that it is not a hosted service.<\/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>Push campaigns without the complexity – yes please. Good luck today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting approach with the local-first engagement model, <a href=\"https:\/\/www.producthunt.com\/@jeong_woo_yoo\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jeong_woo_yoo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeong_woo_yoo<\/a>!<\/p>\n<p>One thing I noticed while reading the homepage. The headline focuses heavily on the technical architecture, \u2018<strong>open-source local-first engagement<\/strong>\u2019, before the outcome mobile teams care about most: retention lift.<\/p>\n<p>For builders the tech detail is appealing. <\/p>\n<p>But for product teams evaluating quickly, a more outcome-led first line can sometimes pull them deeper into the page.<\/p>\n<p>Something like leading with the retention impact first, then introducing the open-source approach as the mechanism.<\/p>\n<p>Curious if you tested messaging framed around retention growth vs the infrastructure angle.<\/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\/@taimur_haider1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taimur_haider1<\/a> Thanks for the comment!<br \/>That is a great point. Since our ICP is mobile app makers, we definitely agree that outcome focused messaging like retention lift is important, and it is something we can test over time.<\/p>\n<p>For now though, we intentionally chose to lead with the open source and local first engagement angle because we wanted to clearly signal the core idea and philosophy behind the product from the first line. As we learn more from users and experiments, we are open to testing messaging that leads more directly with retention impact 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>Agent-friendly and open source is a really nice combo for push campaigns. Most tools in this space are way too heavy for smaller teams. What agent setups are people using with it so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a> Great question. So far it has mostly been Claude, since many developers already use it for repo level reasoning and code editing.<\/p>\n<p>But the project is not tied to any specific agent. It is designed so that whatever agent you are already using to build your app can work with 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<\/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\/YVBPEM4RBZTBVZ\" class=\"app-title\">cutefolio<\/a><\/p>\n<div class=\"one-liner\">build portfolios that actually look cute.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">129<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3b\u6253\u201c\u53ef\u7231\u201d\u89c6\u89c9\u4e0e\u9ad8\u5ea6\u7ec4\u7ec7\u5316\u7684Link-in-bio\u5de5\u5177\uff0c\u5e2e\u52a9\u4e2a\u4eba\u548c\u54c1\u724c\u521b\u5efa\u7f8e\u89c2\u7684\u94fe\u63a5\u805a\u5408\u9875\u4e0e\u4f5c\u54c1\u96c6\uff0c\u89e3\u51b3\u5355\u4e00\u751f\u7269\u94fe\u63a5\u65e0\u6cd5\u5c55\u793a\u591a\u5185\u5bb9\u3001\u4f20\u7edf\u4f5c\u54c1\u96c6\u94fe\u63a5\u5197\u957f\u4e0d\u7f8e\u89c2\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8fbcc020-e95f-4d28-ab75-e4743c4b1354.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/43c20c93-3133-4d0d-9d8a-0b60c6fb259c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/90a3b5ad-7142-4f13-afe0-4f9849995536.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ff2d9945-e029-4836-a728-08a3a7067e51.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d417f06-bceb-449a-925c-4eebaa48d68a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ccc4bb28-2bf0-4f1c-9c96-3b286d28a87b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1522145f-1fdb-47ac-85a9-b92465fbd4ee.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0dd89ac7-bafd-4cda-841a-503a51e06607.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7340b27a-c72e-4922-96de-744187709c5a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u94fe\u63a5\u805a\u5408\u9875<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u4f5c\u54c1\u96c6<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b9a\u4e49\u57df\u540d<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3Linktree<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u9a71\u52a8<\/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\u5f00\u6e90\u3001\u591a\u57df\u540d\u548c\u514d\u8d39\u7b56\u7565\u3002\u6838\u5fc3\u53cd\u9988\u805a\u7126\u4e8e\u6a21\u677f\u751f\u6001\uff1a\u5efa\u8bae\u5f00\u8bbe\u6a21\u677f\u5e02\u573a\u3001\u652f\u6301\u7528\u6237\u81ea\u521b\u6a21\u677f\u3002\u5f00\u53d1\u8005\u56de\u5e94\u5f00\u6e90\u8d21\u732e\u6b22\u8fce\uff0c\u4f46\u6682\u4e0d\u5f00\u653e\u7528\u6237\u4e13\u5c5e\u6a21\u677f\uff0c\u540c\u65f6\u6b63\u79ef\u6781\u5f00\u53d1\u201c\u4eceGitHub\u5bfc\u5165\u201d\u529f\u80fd\u4ee5\u7b80\u5316\u521b\u5efa\u6d41\u7a0b\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 CuteFolio\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u8d5b\u9053\u2014\u2014Link-in-bio\u3002\u5176\u771f\u6b63\u7684\u950b\u8292\u5e76\u975e\u4ec5\u662f\u201c\u66f4\u53ef\u7231\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u7528\u201c\u5f00\u6e90\u201d\u548c\u201c\u5f00\u53d1\u8005\u53cb\u597d\u201d\u7b56\u7565\uff0c\u64ac\u52a8Linktree\u7b49\u4f20\u7edf\u4ea7\u54c1\u96be\u4ee5\u89e6\u53ca\u7684\u7cbe\u51c6\u7528\u6237\u7fa4\uff1a\u6280\u672f\u521b\u4f5c\u8005\u4e0e\u6781\u5ba2\u54c1\u724c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u5f3a\u8c03\u7684\u201c\u6bd4Linktree\u66f4\u53ef\u7231\u3001\u66f4\u6709\u7ec4\u7ec7\u3001\u66f4\u73b0\u4ee3\u201d\u662f\u8868\u5c42\u4ef7\u503c\uff0c\u7528\u4e8e\u5438\u5f15\u5927\u4f17\u7528\u6237\u3002\u4f46\u5176\u8bc4\u8bba\u533a\u66b4\u9732\u4e86\u66f4\u6df1\u5c42\u7684\u6218\u7565\u7ebf\u7d22\uff1a\u7528\u6237\u53cd\u590d\u8be2\u95ee\u6a21\u677f\u81ea\u5b9a\u4e49\u3001GitHub\u96c6\u6210\uff0c\u5f00\u53d1\u8005\u5219\u79ef\u6781\u56de\u5e94\u5f00\u6e90\u8d21\u732e\u4e0eGitHub\u5bfc\u5165\u529f\u80fd\u3002\u8fd9\u63ed\u793a\u51faCuteFolio\u53ef\u80fd\u610f\u5728\u6784\u5efa\u4e00\u4e2a\u4ee5\u5f00\u53d1\u8005\u4e3a\u79cd\u5b50\u7528\u6237\u7684\u751f\u6001\u3002\u901a\u8fc7\u5f00\u6e90\u4ee3\u7801\uff0c\u5b83\u964d\u4f4e\u4e86\u6280\u672f\u7528\u6237\u7684\u4fe1\u4efb\u95e8\u69db\uff0c\u5e76\u53ef\u80fd\u5438\u5f15\u4ed6\u4eec\u8d21\u732e\u6a21\u677f\u548c\u96c6\u6210\uff0c\u4ece\u800c\u5f62\u6210\u5dee\u5f02\u5316\u6a21\u677f\u5e93\u548c\u66f4\u5f3a\u5927\u7684\u6280\u672f\u96c6\u6210\u80fd\u529b\uff08\u5982\u5bfc\u5165GitHub\u9879\u76ee\uff09\uff0c\u8fd9\u6b63\u662f\u666e\u901aSaaS\u5de5\u5177\u96be\u4ee5\u5feb\u901f\u6784\u5efa\u7684\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u5728\u201c\u53ef\u7231\u201d\u4e0e\u201c\u6781\u5ba2\u201d\u4e4b\u95f4\u5982\u4f55\u5e73\u8861\u54c1\u724c\u8c03\u6027\uff1f\u5f00\u6e90\u6a21\u5f0f\u5982\u4f55\u4e0e\u5546\u4e1a\u53d8\u73b0\uff08\u5982\u81ea\u5b9a\u4e49\u57df\u540d\u3001\u9ad8\u7ea7\u5206\u6790\uff09\u987a\u7545\u7ed3\u5408\u800c\u4e0d\u5f15\u53d1\u793e\u533a\u77db\u76fe\uff1f\u9762\u5bf9Carrd\u3001Bio.link\u7b49\u5f3a\u5927\u5bf9\u624b\uff0c\u4ec5\u9760\u201c\u53ef\u7231\u201d\u8bbe\u8ba1\u548c\u6709\u9650\u7684\u514d\u8d39\u57df\u540d\u53ef\u80fd\u4e0d\u8db3\u4ee5\u5f62\u6210\u62a4\u57ce\u6cb3\u3002\u5176\u771f\u6b63\u7684\u80dc\u8d1f\u624b\uff0c\u6216\u8bb8\u5728\u4e8e\u80fd\u5426\u5c06\u201c\u5f00\u6e90\u793e\u533a\u6d3b\u8dc3\u5ea6\u201d\u8f6c\u5316\u4e3a\u201c\u4ea7\u54c1\u529f\u80fd\u72ec\u7279\u6027\u201d\uff0c\u5e76\u6210\u529f\u5438\u5f15\u7b2c\u4e00\u6279\u9ad8\u8d28\u91cf\u7684\u6280\u672f\u521b\u4f5c\u8005\u7528\u6237\uff0c\u901a\u8fc7\u4ed6\u4eec\u7684\u7cbe\u7f8e\u4f5c\u54c1\u96c6\u5f62\u6210\u7834\u5708\u4f20\u64ad\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u7a0d\u663e\u7cbe\u81f4\u7684Linktree\u4eff\u5236\u54c1\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\">cutefolio<\/span>\n <\/div>\n<div class=\"comment-content\">build portfolios or linkfolios for you and your brand that actually look cute and hold the attention. way cuter, organised and modern than just another linktree. track analytics (unique visitors, most clicked link in your app and country wise traffic), custom domains supported and 5+ in-house domains for free.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">While exploring Twitter, I kept seeing the same problem for both people and brands: one bio link isn\u2019t enough. Many were forced to use long portfolio URLs, and others couldn\u2019t show all their apps, products, campaigns, or social links in a clean way. That\u2019s the need this project solves. I built a Linktree-style platform where individuals and brands can create a simple, branded linkfolio and portfolio and share everything with support across 5 domains for better flexibility and identity.<\/p>\n<p>multiple domains are added + building more.<br \/>\ncustom domains, complete visitors analytics included too,<br \/>\ngenerous free tier as well.<\/p><\/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>Open-source + template customization is smart. Curious how easy it will be for users to integrate GitHub projects into their portfolio.<\/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>Maybe templates marketplace can make sense? <\/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\/@jan_heimes\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jan_heimes<\/a> could u elaborate? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Will there be any option to add our own templates? Or do you plan to extend that templates library? \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> it is open source, hence we welcome everyone to add new templates. and i am actively working for the same as well. <\/p>\n<p>but no, no custom template for user-specific. tho we allow full customization like what section they want to keep (in particular template), font, coloring etc. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Looks like a cleaner, cuter take on the link-in-bio space. Custom domains + 5 free in-house domains is generous. Any plans for user-created templates down the line?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>just added <br \/>+ 2 new linkfolio templates. <br \/> => 1. Pure HTML : clean and no css linkfolio<br \/> => 2. WidgetFolio: beautiful widgets for each link<\/p>\n<p>+ “import from github” feautre : now you can import your portfolio from your github, just enter your username and fetch your profile details and all the projects. then choose the template and boom, you are live. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have a friend who might find this useful, I was wondering wether he can adapt his current porfolio and do not start from scratch? Just sort of continue from where he stopped <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a> it’s actually easier to build one. just select the template and fill in your info. <\/p>\n<p>with that said we are working on “import from github” feature too, so one can build whole portfolio in one click. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/32BQZTY73PLT3U\" class=\"app-title\">Hannah & Co<\/a><\/p>\n<div class=\"one-liner\">AI coworkers for marketing.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">119<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u90ae\u4ef6\u4ea4\u4e92\u7684AI\u540c\u4e8b\u56e2\u961f\uff0c\u4e3a\u9884\u7b97\u6709\u9650\u7684\u8425\u9500\u4eba\u5458\u548c\u5c0f\u56e2\u961f\u63d0\u4f9b\u4ece\u5e02\u573a\u7814\u7a76\u3001\u6570\u636e\u53ef\u89c6\u5316\u5230\u9879\u76ee\u7ba1\u7406\u7684\u7aef\u5230\u7aef\u6210\u54c1\u4ea4\u4ed8\uff0c\u89e3\u51b3\u4e86AI\u5de5\u5177\u53ea\u51fa\u6587\u672c\u4e0d\u51fa\u53ef\u76f4\u63a5\u4f7f\u7528\u7684\u5de5\u4f5c\u6210\u679c\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7ccb8cc1-f42d-4bbd-adb8-a5610ce28ef7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/62a71755-bb47-4a8f-aee4-0c9aed6c3a05.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0404ae9a-e364-4d96-b459-964477727439.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\/72da8fcd-b4f3-4320-abb9-aa33ff16caf1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/Nkw1tD150HE\"><source src=\"https:\/\/youtu.be\/Nkw1tD150HE\" 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\">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\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">AI\u540c\u4e8b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4eea\u8868\u76d8<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6210\u54c1\u4ea4\u4ed8<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u9ad8\u5ea6\u8ba4\u53ef\u201c\u50cf\u540c\u4e8b\u4e00\u6837\u53d1\u90ae\u4ef6\u201d\u7684\u76f4\u89c2\u4ea4\u4e92\u548c\u4ea4\u4ed8\u6210\u54c1\uff08PPT\u3001\u4eea\u8868\u76d8\uff09\u7684\u4ef7\u503c\u3002\u6838\u5fc3\u5173\u5207\u5728\u4e8e\uff1a\u8f93\u51fa\u8d28\u91cf\u662f\u5426\u201c\u4f1a\u8bae\u5c31\u7eea\u201d\u3001\u5982\u4f55\u5904\u7406\u4e13\u6709\u6570\u636e\u4e0e\u9690\u79c1\u3001\u5de5\u4f5c\u6d41\u7ec6\u8282\u4e0e\u5f02\u6b65\u4efb\u52a1\u7ba1\u7406\u80fd\u529b\uff0c\u4ee5\u53ca\u5176\u4e0e\u901a\u7528AI\u6a21\u578b\u7ed3\u5408\u7cbe\u5fc3\u63d0\u793a\u7684\u672c\u8d28\u533a\u522b\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 Hannah & Co \u7684\u6838\u5fc3\u7406\u5ff5\u2014\u2014\u201cAI\u540c\u4e8b\u201d\u800c\u975e\u201cAI\u804a\u5929\u6846\u201d\u2014\u2014\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u5b9a\u4f4d\u8dc3\u8fc1\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\uff0c\u4e0d\u662f\u4fe1\u606f\u83b7\u53d6\u6216\u5185\u5bb9\u751f\u6210\uff0c\u800c\u662f\u201c\u5de5\u4f5c\u5b8c\u6210\u5ea6\u201d\u3002\u8fd9\u76f4\u6307\u5f53\u524dAIGC\u5e94\u7528\u7684\u6838\u5fc3\u6ce1\u6cab\uff1a\u7528\u6237\u9700\u8981\u7684\u4ece\u6765\u4e0d\u662f\u4e00\u6bb5\u806a\u660e\u7684\u6587\u5b57\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u4ea4\u4ed8\u3001\u53ef\u95ed\u73af\u7684\u5546\u4e1a\u7ed3\u679c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ef7\u503c\u951a\u70b9\u6709\u4e09\uff1a\u4e00\u662f\u201c\u6210\u54c1\u8f93\u51fa\u201d\uff0c\u5c06AI\u4ece\u5185\u5bb9\u8349\u7a3f\u673a\u5347\u7ea7\u4e3a\u865a\u62df\u4e13\u4e1a\u670d\u52a1\u8005\uff08\u5982\u5236\u4f5cPPT\u3001\u4eea\u8868\u76d8\uff09\uff0c\u8bd5\u56fe\u8df3\u8fc7\u4ece\u6587\u672c\u5230\u5e94\u7528\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\uff1b\u4e8c\u662f\u201c\u65e0\u5de5\u5177\u5316\u201d\u7684\u90ae\u4ef6\u4ea4\u4e92\uff0c\u4ee5\u6700\u4f4e\u5b66\u4e60\u6210\u672c\u5207\u5165\u771f\u5b9e\u5de5\u4f5c\u6d41\uff1b\u4e09\u662f\u201c\u56e2\u961f\u5316\u201d\u5206\u5de5\uff0c\u901a\u8fc7Elena\u8fdb\u884c\u5185\u90e8\u534f\u540c\uff0c\u6697\u793a\u4e86\u5355\u70b9\u667a\u80fd\u5411\u6d41\u7a0b\u667a\u80fd\u7684\u6f14\u8fdb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u534e\u4e3d\u5305\u88c5\u4e0b\uff0c\u8d28\u7591\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u201c50\u5e74\u8425\u9500\u7ecf\u9a8c\u201d\u7684\u6ce8\u5165\u662f\u62a4\u57ce\u6cb3\u8fd8\u662f\u8425\u9500\u8bdd\u672f\uff1f\u5176\u8f93\u51fa\u8d28\u91cf\u662f\u771f\u6b63\u5185\u5316\u4e86\u884c\u4e1a\u65b9\u6cd5\u8bba\uff0c\u8fd8\u662f\u9ad8\u7ea7\u63d0\u793a\u5de5\u7a0b\u4e0e\u6a21\u677f\u7684\u7f1d\u5408\uff1f\u8bc4\u8bba\u4e2d\u5bf9\u201c\u4f1a\u8bae\u5c31\u7eea\u201d\u7684\u53cd\u590d\u8ffd\u95ee\uff0c\u6b63\u662f\u5bf9\u6b64\u7684\u8b66\u60d5\u3002\u5176\u6b21\uff0c\u201c\u90ae\u4ef6\u63a5\u53e3\u201d\u5728\u964d\u4f4e\u95e8\u69db\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u590d\u6742\u4efb\u52a1\u4e0e\u6df1\u5ea6\u96c6\u6210\u7684\u74f6\u9888\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u5de7\u5999\u7684MVP\uff0c\u800c\u975e\u7ec8\u6781\u5f62\u6001\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u9690\u542b\u98ce\u9669\uff1a\u5f53\u7528\u6237\u5c06\u6838\u5fc3\u6570\u636e\uff08\u7814\u7a76\u7b80\u62a5\u3001\u5185\u90e8\u6570\u636e\uff09\u901a\u8fc7\u90ae\u4ef6\u4ea4\u4ed8\u7ed9\u8fd9\u4e2a\u201c\u9ed1\u7bb1\u56e2\u961f\u201d\uff0c\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u5982\u4f55\u4fdd\u969c\uff1f\u8fd9\u7edd\u975e\u7b80\u5355\u627f\u8bfa\u6240\u80fd\u5316\u89e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cHannah & Co \u662f\u5728\u552e\u5356\u4e00\u79cd\u201c\u786e\u5b9a\u6027\u7684\u5e7b\u89c9\u201d\u3002\u5b83\u5c06AI\u4e0d\u53ef\u9884\u6d4b\u7684\u751f\u6210\u8fc7\u7a0b\uff0c\u5305\u88c5\u6210\u53ef\u9760\u540c\u4e8b\u7684\u786e\u5b9a\u6027\u4ea4\u4ed8\u3002\u5176\u771f\u6b63\u6311\u6218\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u89c4\u6a21\u5316\u4e2d\u7ef4\u6301\u8fd9\u79cd\u201c\u786e\u5b9a\u6027\u201d\uff0c\u5e76\u5c06\u5de5\u4f5c\u6d41\u4ece\u90ae\u4ef6\u540e\u7aef\u771f\u6b63\u5d4c\u5165\u4f01\u4e1a\u73af\u5883\u3002\u82e5\u6210\u529f\uff0c\u5b83\u5b9a\u4e49\u4e86\u4e00\u4e2a\u65b0\u54c1\u7c7b\uff1b\u82e5\u5931\u8d25\uff0c\u5b83\u5219\u53ea\u662f\u4e00\u4e2a\u4f53\u9a8c\u826f\u597d\u7684\u3001\u4f1a\u56de\u590d\u90ae\u4ef6\u7684\u81ea\u52a8\u5316\u6a21\u677f\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\">Hannah & Co<\/span>\n <\/div>\n<div class=\"comment-content\">Hannah, Elena, and Alex are AI coworkers for marketing any business can afford. Hannah researches markets and competitors. Polished documents in 20 minutes. Alex turns data into interactive dashboards. Elena manages projects end to end – coordinates Hannah and Alex so you don’t have to. Built on 50 years of Serviceplan expertise. The team is growing. Specialized AI coworkers for additional marketing disciplines are in development. Free to start.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Hunters \ud83d\udc4b<\/p>\n<p>We’re thrilled to launch Hannah, Elena, and Alex – AI coworkers for marketing built on 50 years of Serviceplan expertise.<\/p>\n<p>The Problem<br \/>\nAI tools give you chat. What you actually need is someone who does the work and sends you something finished – a deck you can walk into a meeting with, a dashboard you can share, a project that actually gets delivered.<\/p>\n<p>Meet Your New Team<br \/>\n\u2705 Hannah – marketing research partner. Email her a question, get a sourced PowerPoint in ~20 minutes<br \/>\n\u2705 Alex – coding partner. Send him data, he builds interactive dashboards<br \/>\n\u2705 Elena – project manager. Coordinates the whole team so you don’t have to<\/p>\n<p>No new tools. No prompts to engineer. Just email them like a colleague.<\/p>\n<p>Who It’s For<br \/>\nMarketers, founders, and small teams doing the work of a whole department without the budget for one.<\/p>\n<p>We’d Love Your Feedback<br \/>\nWhat’s the first task you’d hand off to an AI coworker?<br \/>\nWhat’s stopped you from trusting AI with real work?<\/p>\n<p>Thanks for your support! \ud83c\udf89<\/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>Can I ask Hannah or a future agent to reach out (email) to a category of businesses for me and to send me a summary of what their replies\/interactions were? I have a list of about 150 companies in the biometric data space and I’m curious which of would want to partner up in a multimodal data collection effort. <\/p>\n<\/p>\n<p>I have specifics in terms of how I would want to collaborate but I want to avoid doing the back and forth of identifying email addresses, emailing based off of the technology and stage of the specific company, replying on time in a thoughtful manner and with my writing style, and using some persuasion techniques in order to drive up the chances of my KPIs being met. <\/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\/@rainbows\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rainbows<\/a> Yes, you can absolutely do this! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting approach! How the workflow works under the hood? Are Hannah \/ Alex \/ Elena operating more like a backend AI service where users send inputs (email, data, brief) and receive deliverables, or do they integrate directly into the user\u2019s tools and environment? Also curious how you\u2019re thinking about data privacy when users share internal company data. \ud83e\udee0<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 “just email them like a colleague” interface is genuinely underrated as a UX decision. Most AI tools require you to learn a new app \u2014 this one meets you where you already work. I run a small consulting practice and the bottleneck is always turning research into a presentable deliverable. If Hannah can reliably produce a deck I can walk into a client meeting with (not just a draft to reformat), that’s a real time saver. How does she handle proprietary data I’d want to include \u2014 can I attach files or CSVs for her to incorporate into the analysis?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 AI tools give you text that you still have to reformat into something usable. Getting a PowerPoint or dashboard directly is a different level. Curious about the output quality though \u2014 is the deck ready to present or is it more of a starting point that still needs manual editing?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@klara_minarikova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klara_minarikova<\/a> Often it is already ready to present but it’s always good to double 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@jami_safari\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jami_safari\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jami_safari<\/a>!<\/p>\n<p>The \u2018AI coworker\u2019 framing is interesting. Most tools still position themselves as assistants or copilots, but treating them like team members who deliver finished work feels like a different direction. Isn’t that so?<\/p>\n<p>I also liked the focus on sending back usable outputs like decks and dashboards instead of raw AI responses.<\/p>\n<p>Curious what kind of tasks teams are handing off to Hannah first.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the “just email them like a colleague” framing \u2014 it removes the intimidation factor that stops many non-technical marketers from adopting AI tools. The combination of Hannah (research), Alex (data viz), and Elena (coordination) covering three distinct workflows is smart. Curious whether Elena can manage async tasks that span multiple days, or is it more of a same-session orchestration? 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Would the results be different from what I can get from other AI models if I provide them with a proper prompt and instruct them from the beginning? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a> Good question. Yes, the results will be quite different since Hannah 1) has a pretty complex architecture that allows her to split up tasks, use multiple subagents, etc 2) She’s infused with a lot of domain knowledge by one of the largest Marketing Agencies in the world (Serviceplan) and 3) Hannah can do much more than just write. She can coordinate with other agents, she can create files, she can hire other agents, she has access to Premium data<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/N75XIN3B2OQJPU\" class=\"app-title\">Phi-4-reasoning-vision<\/a><\/p>\n<div class=\"one-liner\">Open-weight 15B multimodal model for thinking and GUI agents<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">116<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8e\u4e2d\u878d\u5408\u67b6\u6784\u7684\u7d27\u51d1\u578b\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578b\uff0c\u901a\u8fc7\u5e73\u8861\u5feb\u901f\u76f4\u63a5\u611f\u77e5\u4e0e\u6df1\u5ea6\u601d\u7ef4\u94fe\uff0c\u9ad8\u6548\u8d4b\u80fdGUI\u667a\u80fd\u4f53\u548c\u89e3\u51b3\u590d\u6742\u6570\u5b66\u63a8\u7406\u95ee\u9898\uff0c\u4e3a\u5f00\u53d1\u8005\u6784\u5efa\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u6027\u4ef7\u6bd4\u7684\u81ea\u52a8\u5316\u5de5\u5177\u63d0\u4f9b\u4e86\u65b0\u9009\u62e9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/53adf41c-0414-40b8-954c-8b41fd9bea84.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/350f639e-3dac-42cf-be62-c842354b6a34.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed02c6cd-d061-4c53-948e-e95b2b0e5ecb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/500d2013-5e3b-4103-aa73-033b14be0129.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6a8135cb-1897-4650-ba69-1e0afe19840b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a65c5e0b-cf67-4814-96f3-dfa8099ae700.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\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">GUI\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u5b66\u63a8\u7406<\/span><br \/>\n <span class=\"tag\">\u601d\u7ef4\u94fe<\/span><br \/>\n <span class=\"tag\">\u8ba1\u7b97\u673a\u4f7f\u7528<\/span><br \/>\n <span class=\"tag\">\u4e2d\u878d\u5408\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5316\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u7406\u89e3<\/span><br \/>\n <span class=\"tag\">\u5fae\u8f6f\u7814\u7a76<\/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\u517615B\u53c2\u6570\u5728\u5355\u5f2024GB\u663e\u5361\u4e0a\u53ef\u8fd0\u884c\u7684\u90e8\u7f72\u4f18\u52bf\uff0c\u4ee5\u53ca\u201c\u76f4\u63a5\u611f\u77e5\u4e0e\u6df1\u5ea6\u601d\u7ef4\u94fe\u201d\u81ea\u9002\u5e94\u5207\u6362\u7684\u673a\u5236\u7ec6\u8282\u3002\u540c\u65f6\uff0c\u8bc4\u8bba\u9ad8\u5ea6\u8ba4\u53ef\u5176\u5728GUI\u667a\u80fd\u4f53\uff08\u5982\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u3001\u6d4b\u8bd5\u5de5\u5177\uff09\u573a\u666f\u7684\u5e94\u7528\u6f5c\u529b\uff0c\u5e76\u8be2\u95ee\u5176\u4e0e\u66f4\u5927\u6a21\u578b\u5728GUI\u4efb\u52a1\u4e0a\u7684\u5177\u4f53\u6027\u80fd\u5bf9\u6bd4\u6570\u636e\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 Phi-4-reasoning-vision-15B\u7684\u51fa\u73b0\uff0c\u8fdc\u4e0d\u6b62\u662f\u53c2\u6570\u5217\u8868\u4e0a\u53c8\u591a\u4e86\u4e00\u4e2a\u201c\u4e2d\u7b49\u5c3a\u5bf8\u201d\u6a21\u578b\u3002\u5176\u771f\u6b63\u7684\u950b\u8292\uff0c\u5728\u4e8e\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u4e9f\u5f85\u5f25\u5408\u7684\u65ad\u5c42\uff1a\u5728\u5e9e\u5927\u95ed\u6e90\u6a21\u578b\u7684\u8d85\u51e1\u80fd\u529b\u4e0e\u7ec8\u7aef\u5b9e\u9645\u90e8\u7f72\u7684\u82db\u523b\u6210\u672c\uff08\u7b97\u529b\u3001\u5ef6\u8fdf\u3001\u9690\u79c1\uff09\u4e4b\u95f4\uff0c\u5f00\u8f9f\u51fa\u4e00\u6761\u52a1\u5b9e\u7684\u8def\u5f84\u3002\n <\/p>\n<p class=\"ai-content\">\n \u201c\u4e2d\u878d\u5408\u67b6\u6784\u201d\u4e0e\u201c15B\u53c2\u6570\u201d\u7684\u642d\u914d\u662f\u7ecf\u8fc7\u7cbe\u5bc6\u8ba1\u7b97\u7684\u4ea7\u7269\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u6b21\u9762\u5411\u7279\u5b9a\u4efb\u52a1\uff08GUI\u667a\u80fd\u4f53\u3001\u6570\u5b66\u63a8\u7406\uff09\u7684\u6548\u7387\u9769\u547d\u3002\u4e0e\u52a8\u8f84\u6570\u767eB\u53c2\u6570\u3001\u8ffd\u6c42\u901a\u7528\u5168\u80fd\u7684\u5de8\u6a21\u578b\u4e0d\u540c\uff0cPhi-4\u5c06\u8d44\u6e90\u96c6\u4e2d\u62bc\u6ce8\u5728\u201c\u9ad8\u5206\u8fa8\u7387\u5c4f\u5e55\u7406\u89e3\u201d\u4e0e\u201c\u7ed3\u6784\u5316\u63a8\u7406\u201d\u7684\u4ea4\u53c9\u70b9\u4e0a\u3002\u5176\u5ba3\u4f20\u7684\u201c\u5feb\u901f\u76f4\u63a5\u611f\u77e5\u201d\u4e0e\u201c\u6df1\u5ea6\u601d\u7ef4\u94fe\u201d\u7684\u81ea\u52a8\u5207\u6362\uff0c\u5e76\u975e\u70ab\u6280\uff0c\u800c\u662f\u9488\u5bf9\u667a\u80fd\u4f53\u64cd\u4f5c\u5faa\u73af\u7684\u6838\u5fc3\u4f18\u5316\u2014\u2014\u5728\u201c\u70b9\u51fb\u6309\u94ae\u201d\u8fd9\u7c7b\u7b80\u5355\u611f\u77e5\u4efb\u52a1\u4e0a\u6781\u901f\u54cd\u5e94\uff0c\u5728\u201c\u5206\u6790\u56fe\u8868\u5e76\u63a8\u5bfc\u7ed3\u8bba\u201d\u65f6\u8f6c\u5165\u6df1\u601d\u6a21\u5f0f\u3002\u8fd9\u79cd\u8bbe\u8ba1\u76f4\u6307\u5f53\u524dAI\u667a\u80fd\u4f53\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u6b65\u5c65\u8e52\u8dda\u7684\u75db\u70b9\uff1a\u53cd\u5e94\u8fdf\u949d\u3001\u601d\u8003\u6210\u672c\u9ad8\u6602\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\u5f00\u653e\u6743\u91cd\u201d\u867d\u503c\u5f97\u79f0\u8d5e\uff0c\u4f46\u201c\u9ad8\u6548\u201d\u7684\u6027\u80fd\u4e25\u91cd\u4f9d\u8d56\u5bf9\u4efb\u52a1\u590d\u6742\u5ea6\u7684\u7cbe\u51c6\u5224\u65ad\uff0c\u5176\u5207\u6362\u673a\u5236\u7684\u900f\u660e\u5ea6\u548c\u53ef\u5e72\u9884\u6027\uff08\u5982\u7528\u6237\u8bc4\u8bba\u6240\u95ee\uff09\u5c06\u662f\u5f00\u53d1\u8005\u4fe1\u4efb\u7684\u5173\u952e\u3002\u5176\u6b21\uff0c\u5728GUI\u667a\u80fd\u4f53\u8fd9\u7247\u84dd\u6d77\uff0c\u5b83\u4e0d\u4ec5\u8981\u8bc1\u660e\u81ea\u5df1\u6bd4\u66f4\u5c0f\u7684\u6a21\u578b\u66f4\u201c\u806a\u660e\u201d\uff0c\u66f4\u9700\u5728\u5177\u4f53\u4efb\u52a1\u4e0a\u5c55\u73b0\u51fa\u63a5\u8fd1\u751a\u81f3\u8d85\u8d8a\u5de8\u578b\u6a21\u578b\u7684\u201c\u6027\u4ef7\u6bd4\u201d\u4f18\u52bf\uff0c\u800c\u8fd9\u9700\u8981\u624e\u5b9e\u3001\u7ec6\u81f4\u7684\u57fa\u51c6\u6d4b\u8bd5\u6765\u8bc1\u660e\uff0c\u76ee\u524d\u770b\u6765\u4ecd\u662f\u7f3a\u5931\u7684\u4e00\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cPhi-4\u5e76\u975e\u5168\u80fd\u51a0\u519b\uff0c\u800c\u662f\u4e00\u628a\u7cbe\u5fc3\u953b\u9020\u7684\u201c\u7279\u79cd\u624b\u672f\u5200\u201d\u3002\u5b83\u6807\u5fd7\u7740\u5927\u6a21\u578b\u7ade\u6280\u4ece\u4e00\u5473\u8ffd\u6c42\u89c4\u6a21\uff0c\u8fdb\u5165\u4e86\u9762\u5411\u5782\u76f4\u573a\u666f\u8fdb\u884c\u67b6\u6784\u4e0e\u6548\u7387\u6df1\u5ea6\u4f18\u5316\u7684\u65b0\u9636\u6bb5\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u5728\u5b66\u672f\u57fa\u51c6\u4e0a\u7684\u5168\u9762\u5f97\u5206\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u771f\u6b63\u6210\u4e3a\u65e0\u6570\u5f00\u53d1\u8005\u624b\u4e2d\uff0c\u90a3\u4e2a\u6784\u5efa\u4e0b\u4e00\u4ee3\u81ea\u52a8\u5316\u5e94\u7528\u65f6\u201c\u521a\u521a\u597d\u201d\u7684\u6838\u5fc3\u5f15\u64ce\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\">Phi-4-reasoning-vision<\/span>\n <\/div>\n<div class=\"comment-content\">Phi-4-reasoning-vision-15B is a compact open-weight multimodal model built on a mid-fusion architecture. Balancing fast direct perception with deep chain-of-thought, building capable computer-use agents and solving complex math is now highly efficient.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>Phi-4-Reasoning-Vision-15B is Microsoft”s new 15B open-weight model that makes multimodal reasoning feel much more efficient.<\/p>\n<p>It was trained on 200B multimodal tokens, handles high-res screens well, and stays direct on simpler tasks while switching into deeper reasoning when needed.<\/p>\n<p>Looks especially strong for math, science, and computer-use agents. <a href=\"https:\/\/huggingface.co\/microsoft\/Phi-4-reasoning-vision-15B\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Weights<\/a> on HF.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> 15B with mid-fusion is a sweet spot \u2014 large enough for real reasoning but still runnable on a single 24GB card. The “direct perception vs deep chain-of-thought” switching is interesting. Does it decide that automatically based on task complexity, or is there a way to force one mode over the other?<\/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>The GUI agent angle is what makes this really compelling. A 15B model that can handle high-res screens well enough for computer-use tasks is a big deal for anyone building browser automation or testing tools. The adaptive reasoning depth — going direct on simple perception but switching to chain-of-thought for harder problems — seems like the right tradeoff for latency-sensitive agent loops. Have you seen benchmarks on how it compares to larger models specifically on GUI grounding tasks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/TWZLLHD4KSACXQ\" class=\"app-title\">Reflct<\/a><\/p>\n<div class=\"one-liner\">The journaling habit you’ll actually keep<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">114<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u6bcf\u65e5\u4e09\u4e2a\u5f15\u5bfc\u6027\u95ee\u9898\u4e0eAI\u6a21\u5f0f\u5206\u6790\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u4e24\u5206\u949f\u5185\u8f7b\u677e\u5efa\u7acb\u5e76\u575a\u6301\u65e5\u8bb0\u4e60\u60ef\uff0c\u89e3\u51b3\u4f20\u7edf\u65e5\u8bb0\u5e94\u7528\u56e0\u7a7a\u767d\u9875\u6050\u60e7\u548c\u8017\u65f6\u8fc7\u957f\u800c\u96be\u4ee5\u6301\u7eed\u75db\u70b9\u7684\u60c5\u7eea\u8bb0\u5f55\u5e94\u7528\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2c13a531-ac0e-49cf-a34d-d506ec044ed5.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\/65ae9b23-81b1-4af8-a42a-bc1c7716a0a9.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\/72bf0237-11e1-47ba-a85b-5826a2d1c725.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\/17ae7fa6-e405-4e24-8c8b-1c768f88a3db.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\/f77571d9-50a1-4d16-af3e-0de2e2e802e4.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\/97bc9894-9f22-4a61-a334-0d764674f560.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\">Writing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u65e5\u8bb0<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u5fc3\u7406\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u5f15\u5bfc\u5f0f\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u6a21\u5f0f\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6210\u957f<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/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\u4f4e\u95e8\u69db\u548c\u5f15\u5bfc\u5f0f\u8bbe\u8ba1\u6709\u6548\u89e3\u51b3\u4e86\u201c\u7a7a\u767d\u9875\u6050\u60e7\u201d\u3002\u6838\u5fc3\u53cd\u9988\u56f4\u7ed5AI\u89d2\u8272\u8fb9\u754c\uff1a\u591a\u6570\u8ba4\u53ef\u5176\u201c\u53cd\u6620\u800c\u975e\u5efa\u8bae\u201d\u7684\u514b\u5236\u5b9a\u4f4d\uff0c\u4f46\u90e8\u5206\u7528\u6237\u5e0c\u671b\u83b7\u5f97\u6e29\u548c\u5efa\u8bae\u3002\u5f00\u53d1\u8005\u5f3a\u8c03\u9690\u79c1\u5b89\u5168\uff0c\u4f7f\u7528Anthropic API\u4e14\u6570\u636e\u4e0d\u7528\u4e8e\u8bad\u7ec3\u3002\u5176\u4ed6\u5efa\u8bae\u5305\u62ec\u589e\u52a0\u201c\u5386\u53f2\u4e0a\u7684\u4eca\u5929\u201d\u529f\u80fd\u3001\u4f18\u5316AI\u56de\u5e94\u4e2a\u6027\u5316\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Reflct\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u7cbe\u51c6\u5730\u89e3\u5256\u4e86\u65e5\u8bb0\u7c7b\u4ea7\u54c1\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u7528\u6237\u6e34\u671b\u81ea\u6211\u6d1e\u5bdf\u7684\u957f\u671f\u4ef7\u503c\u4e0e\u542f\u52a8\u65f6\u5de8\u5927\u5fc3\u667a\u8d1f\u62c5\u4e4b\u95f4\u7684\u65ad\u5c42\u3002\u5b83\u6ca1\u6709\u5728AI\u7684\u201c\u667a\u80fd\u201d\u4e0a\u70ab\u6280\uff0c\u53cd\u800c\u5728\u201c\u9650\u5236\u201d\u4e0a\u505a\u6587\u7ae0\u2014\u2014\u4e24\u5206\u949f\u3001\u4e09\u4e2a\u95ee\u9898\uff0c\u8fd9\u79cd\u53cd\u6548\u7387\u7684\u5f3a\u5236\u7ea6\u675f\uff0c\u6070\u6070\u662f\u51fb\u7a7f\u7528\u6237\u5fc3\u7406\u9632\u7ebf\u7684\u5229\u5668\u3002\u5b83\u5c06AI\u4ece\u201c\u4ee3\u7b14\u201d\u6216\u201c\u5bfc\u5e08\u201d\u7684\u795e\u575b\u4e0a\u62c9\u4e0b\u6765\uff0c\u5b9a\u4f4d\u4e3a\u201c\u955c\u5b50\u201d\u548c\u201c\u8fde\u63a5\u70b9\u53d1\u73b0\u8005\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u6781\u5177\u5206\u5bf8\u611f\u7684\u6218\u7565\u9009\u62e9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u90fd\u6f5c\u85cf\u4e8e\u6b64\u3002\u5f53\u524d\u201c\u53ea\u5448\u73b0\u6a21\u5f0f\uff0c\u4e0d\u7ed9\u4e88\u5efa\u8bae\u201d\u7684\u514b\u5236\u54f2\u5b66\uff0c\u662f\u51fa\u4e8e\u5bf9\u6570\u636e\u654f\u611f\u6027\u7684\u656c\u754f\uff0c\u4e5f\u662f\u89c4\u907fAI\u201c\u80e1\u8bf4\u516b\u9053\u201d\u4f26\u7406\u98ce\u9669\u7684\u62a4\u57ce\u6cb3\u3002\u8fd9\u4f7f\u5176\u533a\u522b\u4e8e\u6cdb\u6ee5\u7684AI\u6559\u7ec3\uff0c\u83b7\u5f97\u4e86\u65e9\u671f\u6280\u672f\u8c28\u614e\u91c7\u7eb3\u8005\u7684\u4fe1\u4efb\u3002\u4f46\u957f\u671f\u6765\u770b\uff0c\u7528\u6237\u4ed8\u8d39\u7684\u6df1\u5c42\u52a8\u673a\u662f\u201c\u6539\u53d8\u201d\u800c\u975e\u4ec5\u4ec5\u201c\u77e5\u6653\u201d\u3002\u5f53AI\u6e05\u6670\u5730\u6307\u51fa\u7528\u6237\u60c5\u7eea\u8fde\u7eed\u6570\u5468\u4e0b\u6ed1\u65f6\uff0c\u8fd9\u79cd\u201c\u6c89\u9ed8\u7684\u77e5\u60c5\u6743\u201d\u53ef\u80fd\u8f6c\u5316\u4e3a\u4e00\u79cd\u65b0\u578b\u7684\u7126\u8651\u3002\u4ea7\u54c1\u672a\u6765\u7684\u5173\u952e\u8fdb\u5316\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u662f\u5426\u63d0\u4f9b\u5efa\u8bae\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6784\u5efa\u4e00\u4e2a\u4ece\u201c\u8ba4\u77e5\u201d\u5230\u201c\u884c\u52a8\u201d\u7684\u3001\u6781\u4f4e\u6469\u64e6\u7684\u95ed\u73af\u7cfb\u7edf\uff0c\u4f8b\u5982\u5c06\u6a21\u5f0f\u4e0e\u7528\u6237\u81ea\u884c\u8bbe\u5b9a\u7684\u5fae\u884c\u52a8\u5e93\u6216\u7ecf\u8fc7\u4e25\u8c28\u7b5b\u9009\u7684\u5916\u90e8\u8d44\u6e90\uff08\u5982\u6b63\u5ff5\u7ec3\u4e60\uff09\u8fdb\u884c\u6e29\u548c\u5173\u8054\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cReflct\u4e0d\u662f\u5728\u9500\u552e\u4e00\u4e2a\u65e5\u8bb0\u5de5\u5177\uff0c\u800c\u662f\u5728\u9500\u552e\u4e00\u79cd\u201c\u53ef\u6301\u7eed\u7684\u81ea\u6211\u5173\u6ce8\u201d\u7684\u670d\u52a1\u3002\u5b83\u7684\u6700\u5927\u98ce\u9669\u5e76\u975e\u6765\u81ea\u540c\u7c7b\u7ade\u54c1\uff0c\u800c\u5728\u4e8e\u7528\u6237\u5ea6\u8fc7\u521d\u671f\u7684\u65b0\u9c9c\u611f\u540e\uff0c\u5f53\u90a3\u4e9b\u88ab\u63ed\u793a\u7684\u6a21\u5f0f\u53d8\u5f97\u4e0d\u518d\u65b0\u5947\u751a\u81f3\u4ee4\u4eba\u56f0\u6270\u65f6\uff0c\u4ea7\u54c1\u80fd\u5426\u901a\u8fc7\u66f4\u6df1\u5c42\u7684\u4ea4\u4e92\u8bbe\u8ba1\uff08\u5982\u8bc4\u8bba\u4e2d\u63d0\u5230\u7684\u201c\u5386\u53f2\u5bf9\u6bd4\u201d\u529f\u80fd\uff09\u6216\u9002\u5ea6\u7684\u3001\u7528\u6237\u4e3b\u5bfc\u7684\u5e72\u9884\u5de5\u5177\uff0c\u6301\u7eed\u63d0\u4f9b\u201c\u88ab\u770b\u89c1\u201d\u548c\u201c\u5728\u6210\u957f\u201d\u7684\u4ef7\u503c\u611f\uff0c\u4ece\u800c\u5c06\u77ed\u6682\u7684AI\u60ca\u5947\u8f6c\u5316\u4e3a\u4e0d\u53ef\u66ff\u4ee3\u7684\u4e60\u60ef\u4f9d\u8d56\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\">Reflct<\/span>\n <\/div>\n<div class=\"comment-content\">Most journaling apps give you a blank page and wish you luck. Reflct gives you a mirror. Every evening, answer three guided questions from 120+ rotating prompts. Log your mood in one tap. Then let AI do what humans can’t – connect the dots across weeks and months of entries to reveal patterns in your mood, energy, and thoughts you’d never notice alone. Free to start. No credit card required.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b I’m Mark, a solo builder.<\/p>\n<p>I built Reflct because I genuinely couldn’t stick to journaling. Every app I tried either gave me a blank page (intimidating) or required twenty minutes of deep reflection I didn’t have energy for at 10pm. I wanted something that fit into real life, quick, guided, and actually useful over time.<\/p>\n<\/p>\n<p>So I built it. Three questions every evening, under two minutes.<\/p>\n<p>The AI isn’t gimmicky. It genuinely analyzes your entries over weeks and surfaces patterns you wouldn’t notice yourself. Things like “your mood consistently drops mid-week” or “you feel most settled when you protect your evening routine.” Stuff that takes a therapist months to observe, surfaced automatically.<\/p>\n<\/p>\n<p><strong>What’s live today:<\/strong><\/p>\n<p>Free tier:<\/p>\n<ul>\n<li>\n<p>120+ guided questions across 8 categories<\/p>\n<\/li>\n<li>\n<p>Mood tracking with a visual heatmap<\/p>\n<\/li>\n<li>\n<p>Voice entries (speak instead of type)<\/p>\n<\/li>\n<li>\n<p>Streak tracking<\/p>\n<\/li>\n<li>\n<p>AI acknowledgment after every reflection (a quiet personal response to what you just shared)<\/p>\n<\/li>\n<li>\n<p>Genuinely useful without ever paying<\/p>\n<\/li>\n<\/ul>\n<p>Pro at $7.99\/month adds:<\/p>\n<ul>\n<li>\n<p>AI weekly summaries every Sunday<\/p>\n<\/li>\n<li>\n<p>Deep pattern detection at 20+ entries<\/p>\n<\/li>\n<li>\n<p>AI monthly mood narrative<\/p>\n<\/li>\n<li>\n<p>Full-text search across all entries<\/p>\n<\/li>\n<li>\n<p>Unlimited history<\/p>\n<\/li>\n<li>\n<p>Question swapping with preference learning<\/p>\n<\/li>\n<\/ul>\n<p>Sign in with Google, LinkedIn, X, or email.<\/p>\n<p>I’d love honest feedback, especially from anyone who has tried journaling and quit. That’s exactly who I built this for.<\/p>\n<p>Happy to answer anything \ud83d\ude4f<\/p>\n<\/p>\n<p><em>Support email for any question or if you would like to help out and report any bugs: <a href=\"mailto:support@reflct.co\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">support@reflct.co<\/a><\/em><\/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>I’m exactly the person you built this for\u2014I’ve quit journaling many times because of that intimidating blank page. Does the AI ‘acknowledgment’ after each entry feel like a real conversation, or is it more of a summary?<\/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\">Im wondering as well here – does the AI acknowledgment actually feel personal after a while?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@linapok\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@linapok<\/a> <\/p>\n<p>It’s closer to acknowledgment than conversation. It reads the emotional weight of what you wrote and responds <\/p>\n<p>to that, not just the content. Deliberately quiet, one short note, then lets you rest.<\/p>\n<p>Still actively improving this part. But the goal was always to make you feel heard rather than start a dialogue.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 approach of AI reflecting rather than advising \u2014 with data this personal it is the safer path. But I am curious where the line is. When the AI sees mood dropping for several weeks in a row does it just surface that or does it suggest a next step?<\/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\/@klara_minarikova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klara_minarikova<\/a> <\/p>\n<\/p>\n<p>Really good question and it’s something I thought hard about while building this. Right now Reflct surfaces the pattern and stops there. So if your mood has been dropping for several weeks, it will name that clearly in your weekly summary or pattern detection. Something like “your mood has trended downward over the past three weeks, most noticeably mid-week.”<\/p>\n<\/p>\n<p>The next step is intentionally left to you, the user. My reasoning: for data this personal, unsolicited advice can feel intrusive or even patronizing. “Your mood is low, here’s what to do” assumes the AI knows your context, your life, your reasons. It doesn’t. That said, I’ve had a few people suggest a softer version of this, not prescriptive advice but something like “others in similar patterns have found X helpful.” That’s a direction I’m genuinely considering.<\/p>\n<\/p>\n<p>The line I want to hold: Reflct should always feel like a mirror that occasionally points something out, never a coach telling you what to do.<\/p>\n<\/p>\n<p>Still figuring out exactly where that line sits.<\/p>\n<p>Thanks for mentioning this \ud83d\ude4f<\/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>Would be cool if you added a feature where after a journal entry, it pulls up a random journal entry you made a while ago to show you how your entry \/ mood has evolved over time. – This would also match the name “Reflct”. <\/p>\n<\/p>\n<p>Great idea though! Wishing you the best with this \ud83c\udf43<\/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\/@minhajulll\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@minhajulll<\/a> This is a genuinely great idea and honestly you’re right that it fits the name perfectly. “On this day a year ago you wrote…” is something I’ve seen done poorly in other apps but the way you’re describing it, tied to mood evolution and not just nostalgia, is actually meaningful. Seeing that you were anxious about something that no longer affects you at all is a powerful moment of perspective. Adding this to the roadmap. Thank you for the kind words.<\/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>As it analyses patterns and sort of voices them out I think it would be nice to include suggestions and advices of what to do and how to improve your overall mood <\/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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a> Thanks for the idea! <\/p>\n<\/p>\n<p>I\u2019ve thought about this a lot. Right now Reflct is built around reflection and acknowledgment rather than advice: the AI reflects back what it sees in your entries: themes, mood shifts, what connected your days, so you can notice patterns yourself. I\u2019ve kept it that way so it feels like “being heard”, not like a coach telling you what to do.<\/p>\n<\/p>\n<p>I\u2019m still trying to figure out what people who journal actually want: whether most prefer just being heard, or also want some pointers and direction. If it turns out a lot of users expect something like that, I\u2019d seriously consider adding it. At the same time, it feels like a sensitive area, if we lean on the AI for full-on advice, what if it sometimes steers someone the wrong way? So I\u2019m balancing “should I add this?” with “how do I do it in a way that\u2019s helpful and safe?”.<\/p>\n<\/p>\n<p> Your feedback helps a lot, it\u2019s something I\u2019m actively thinking through. Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Reflct\u2019s AI ensure the privacy and security of sensitive journal entries while processing them to identify long-term emotional and behavioral patterns?<\/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\/@mordrag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mordrag<\/a>  <\/p>\n<p>For AI features, Reflct uses Anthropic\u2019s API. Only the data needed for each feature is sent (e.g. that week\u2019s entries for your summary, or the last few weeks for patterns), never your full journal. Anthropic doesn\u2019t use your content to train their models, and your entries aren\u2019t read by humans for training or review (per their stated policies). Reflct doesn\u2019t sell or share your data; you can export or delete it anytime from Settings. Full details are in the Privacy Policy.<\/p>\n<\/p>\n<p>I treat this as an ongoing priority and I\u2019m open to ideas on how to improve safety and transparency when AI processes user input. If you have suggestions, I\u2019d love to hear them.<\/p>\n<\/p>\n<p>Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Mark, this is one of the more thoughtful launches I’ve seen today.<\/p>\n<\/p>\n<p>The under two minutes constraint is what makes this work. Most journaling apps ask too much, and users bail. You’ve removed that friction in a way that feels deliberate.<\/p>\n<\/p>\n<p>The AI surfacing patterns over time is also the kind of feature that could easily feel gimmicky but doesn’t here. That’s harder to pull off than it looks.<\/p>\n<\/p>\n<p>One copy thought a concrete example in the hero could do a lot of work. Something like “Notice your mood dips every Wednesday; fix it before it compounds” makes the outcome feel real, especially for someone who’s already quit three other journaling apps.<\/p>\n<\/p>\n<p>Curious what prompt types drive the most retention, I work with SaaS founders on messaging and positioning, so I’m always trying to understand what keeps users coming back at the product level. Would love to know what you’re seeing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Journaling apps live or die by habit formation \u2014 smart that you built the prompts and mood tracking into the core loop rather than leaving people with a blank page. 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\/@lev_kerzhner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lev_kerzhner<\/a> I agree. Thank you very much! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/P5ZACOEMTH2KVQ\" class=\"app-title\">Flowripple<\/a><\/p>\n<div class=\"one-liner\">Easily Trigger workflows from your SaaS<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">108<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Flowripple\u662f\u4e00\u6b3e\u901a\u8fc7\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u6784\u5efa\u5668\uff0c\u5e2e\u52a9SaaS\u56e2\u961f\u4ee5\u6781\u4f4e\u4ee3\u7801\u6216\u65e0\u4ee3\u7801\u65b9\u5f0f\uff0c\u81ea\u52a8\u5316\u5904\u7406\u7528\u6237\u751f\u547d\u5468\u671f\u4e8b\u4ef6\uff08\u5982\u7528\u6237\u5f15\u5bfc\u3001\u8ba2\u9605\u7eed\u8d39\u3001\u652f\u4ed8\u91cd\u8bd5\u7b49\uff09\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u8425\u9500\u3001\u6210\u529f\u56e2\u961f\u56e0\u4f9d\u8d56\u5de5\u7a0b\u5e08\u548c\u4ee3\u7801\u90e8\u7f72\u800c\u5bfc\u81f4\u5de5\u4f5c\u6d41\u8fed\u4ee3\u7f13\u6162\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/0398da39-6434-4ef1-bd5e-5dcf733471d4.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/mzTINGHTOio\"><source src=\"https:\/\/youtu.be\/mzTINGHTOio\" 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\/ae016a48-6601-4dc4-8bf2-cd1eda7ee2db.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\/c2634b7d-47b4-4ab9-81cc-1c6d68ef9a16.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2e481e94-db32-4ea4-9b99-9993627afeb4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">No-Code<\/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\">\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">SaaS\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u6784\u5efa\u5668<\/span><br \/>\n <span class=\"tag\">\u8fd0\u7ef4\u53ef\u89c2\u6d4b\u6027<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u7f16\u6392<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/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\u9ad8\u5ea6\u8ba4\u53ef\u5176\u8d4b\u4e88\u975e\u6280\u672f\u56e2\u961f\u81ea\u4e3b\u6743\u3001\u6d88\u9664\u6280\u672f\u503a\u52a1\u7684\u4ef7\u503c\uff0c\u5e76\u8d5e\u8d4f\u53ef\u89c6\u5316\u8c03\u8bd5\u529f\u80fd\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u6d41\u7a0b\u66f4\u65b0\u65f6\u7684\u7248\u672c\u63a7\u5236\u7b56\u7565\u3001\u65e5\u5fd7\u8fc7\u6ee4\u529f\u80fd\u589e\u5f3a\u3001\u4ee5\u53ca\u5efa\u8bae\u5728\u8425\u9500\u4fe1\u606f\u4e0a\u66f4\u7a81\u51fa\u201c\u8fed\u4ee3\u901f\u5ea6\u201d\u800c\u975e\u6280\u672f\u7279\u6027\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 Flowripple\u8868\u9762\u4e0a\u662f\u4e00\u4e2a\u65e0\u4ee3\u7801\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u4f46\u5176\u771f\u6b63\u7684\u950b\u8292\u5728\u4e8e\uff0c\u5b83\u8bd5\u56fe\u5bf9SaaS\u5e94\u7528\u7684\u201c\u4e1a\u52a1\u903b\u8f91\u5c42\u201d\u8fdb\u884c\u4e00\u6b21\u5916\u79d1\u624b\u672f\u5f0f\u7684\u5265\u79bb\u4e0e\u91cd\u6784\u3002\u5b83\u5c06\u90a3\u4e9b\u5197\u957f\u3001\u6613\u53d8\u3001\u4e14\u5145\u6ee1\u201cif\/then\/wait\u201d\u7684\u4e1a\u52a1\u6d41\u7a0b\uff08\u5982\u7528\u6237\u5f15\u5bfc\u3001\u652f\u4ed8\u91cd\u8bd5\uff09\u4ece\u6838\u5fc3\u4ee3\u7801\u4e2d\u89e3\u8026\u51fa\u6765\uff0c\u8fd9\u4e0d\u4ec5\u662f\u5728\u201c\u51cf\u5c11\u6280\u672f\u503a\u52a1\u201d\uff0c\u66f4\u662f\u5728\u91cd\u65b0\u5212\u5206\u4ea7\u54c1\u7814\u53d1\u4e0e\u4e1a\u52a1\u8fd0\u8425\u4e4b\u95f4\u7684\u6743\u529b\u8fb9\u754c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u4ef7\u503c\u8fdc\u4e0d\u6b62\u201c\u8ba9\u8425\u9500\u4eba\u5458\u6539\u90ae\u4ef6\u4e3b\u9898\u4e0d\u7528\u6c42\u7a0b\u5e8f\u5458\u201d\u3002\u5176\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\uff1a\u7b2c\u4e00\uff0c**\u6539\u53d8\u4e86\u8fed\u4ee3\u8303\u5f0f**\uff0c\u5c06\u4e1a\u52a1\u903b\u8f91\u7684\u53d8\u66f4\u4ece\u9700\u8981\u4e25\u683c\u8bc4\u5ba1\u3001\u6d4b\u8bd5\u3001\u90e8\u7f72\u7684\u201c\u8f6f\u4ef6\u53d1\u5e03\u201d\u6d41\u7a0b\uff0c\u964d\u7ea7\u4e3a\u53ef\u5373\u65f6\u9884\u89c8\u3001\u8c03\u6574\u3001\u53d1\u5e03\u7684\u201c\u914d\u7f6e\u66f4\u65b0\u201d\uff0c\u6781\u5927\u538b\u7f29\u4e86\u4e1a\u52a1\u5047\u8bbe\u5230\u9a8c\u8bc1\u7684\u5468\u671f\u3002\u7b2c\u4e8c\uff0c**\u91cd\u5851\u4e86\u95ee\u9898\u6392\u67e5\u6a21\u5f0f**\uff0c\u5c06\u6563\u843d\u5728\u65e5\u5fd7\u6587\u4ef6\u4e2d\u7684\u6587\u672c\u7ebf\u7d22\uff0c\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u7528\u6237\u65c5\u7a0b\u56fe\u8c31\uff0c\u4f7f\u201c\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u7528\u6237\u6ca1\u6536\u5230\u90ae\u4ef6\uff1f\u201d\u8fd9\u7c7b\u95ee\u9898\u4ece\u9700\u8981\u4e13\u4e1a\u5de5\u7a0b\u5e08\u6df1\u5ea6\u4ecb\u5165\u7684\u6392\u67e5\uff0c\u53d8\u6210\u4e86\u4efb\u4f55\u56e2\u961f\u6210\u5458\u53ef\u5feb\u901f\u7406\u89e3\u7684\u76f4\u89c2\u8ffd\u6eaf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u5c06\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u5916\u7f6e\u5230\u7b2c\u4e09\u65b9\u670d\u52a1\uff0c\u5fc5\u7136\u5f15\u53d1\u5bf9**\u53ef\u9760\u6027\u3001\u6570\u636e\u5b89\u5168\u4e0e\u7248\u672c\u7ba1\u7406**\u7684\u6781\u81f4\u8981\u6c42\u3002\u5f53\u524d\u201c\u7528\u6237\u4e2d\u9014\u5207\u6362\u81f3\u65b0\u6d41\u7a0b\u7248\u672c\u201d\u7684\u7b56\u7565\u867d\u7b80\u5316\u4e86\u8bbe\u8ba1\uff0c\u4f46\u5728\u590d\u6742\u91d1\u878d\u6216\u5173\u952e\u64cd\u4f5c\u6d41\u7a0b\u4e2d\u53ef\u80fd\u5f15\u53d1\u4e00\u81f4\u6027\u95ee\u9898\u3002\u6b64\u5916\uff0c\u5176\u5b9a\u4f4d\u4ecb\u4e8e\u8f7b\u91cf\u7ea7\u81ea\u52a8\u5316\u5de5\u5177\uff08\u5982Zapier\uff09\u4e0e\u91cd\u91cf\u7ea7\u4f01\u4e1a\u7f16\u6392\u5e73\u53f0\u4e4b\u95f4\uff0c\u9700\u8981\u5728\u529f\u80fd\u6df1\u5ea6\u4e0e\u4e0a\u624b\u7b80\u6613\u5ea6\u4e0a\u627e\u5230\u7cbe\u5999\u5e73\u8861\uff0c\u907f\u514d\u6210\u4e3a\u53e6\u4e00\u4e2a\u201c\u9700\u8981\u88ab\u7ba1\u7406\u7684\u590d\u6742\u7cfb\u7edf\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cFlowripple\u552e\u5356\u7684\u4e0d\u662f\u529f\u80fd\uff0c\u800c\u662f\u4e00\u79cd\u201c**\u654f\u6377\u81ea\u6cbb\u6743**\u201d\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u6280\u672f\u5b9e\u73b0\u7684\u4f18\u96c5\u7a0b\u5ea6\uff0c\u66f4\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u8ba9\u975e\u6280\u672f\u56e2\u961f\u5728\u83b7\u5f97\u6743\u529b\u7684\u540c\u65f6\uff0c\u5efa\u7acb\u8d77\u4e0e\u4e4b\u5339\u914d\u7684\u6d41\u7a0b\u53d8\u66f4\u7eaa\u5f8b\u4e0e\u8d23\u4efb\u610f\u8bc6\u3002\u5426\u5219\uff0c\u89e3\u8026\u7684\u4ee3\u7801\u503a\u52a1\uff0c\u53ef\u80fd\u8f6c\u5316\u4e3a\u6df7\u4e71\u7684\u4e1a\u52a1\u903b\u8f91\u503a\u52a1\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\">Flowripple<\/span>\n <\/div>\n<div class=\"comment-content\">Automate your SaaS workflows with minimal code. Visual workflow builder that lets your whole team manage triggers, integrations, and automations without code deploys.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">At my startup, we were hardcoding every lifecycle event such as user onboarding sequences, subscription renewals\/cancellations, payment failure retries etc.<br \/>\nThe technical debt was piling up, we had to create complex background jobs to manage long-running delays (e.g., “Wait 3 days, then check X”).<br \/>\nIf a user didn’t get an email, we were digging through massive application logs to find out where the logic branched off or if every time marketing wanted to change a delay from 24 to 48 hours, or edit a subject line, it required a PR and a full code deployment.<br \/>\nThe Solution: Decoupling via Event-Driven Orchestration which I ended up naming Flowripple<br \/>\nI realized these flows shouldn’t live in the core business logic. I moved the logic out of the app and into an orchestration service.<br \/>\nDeleted 400+ lines of boilerplate and Separation of Concerns: The backend handles the database; the visual workflow builder handles the “if\/then\/wait” logic.<br \/>\nNon-Eng Autonomy: The success team can now adjust delays or email copy in a UI without asking for a code push.<br \/>\nRetries & Observability: We get a visual trace of every user’s path through the flow, which makes debugging instant.<br \/>\nI ended up building this into a tool called Flowripple because I couldn’t find a lightweight way to do this without the overhead of massive enterprise tools.<\/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 non-eng autonomy angle is what stands out here. Every SaaS team I have seen has this exact pain where marketing or success wants to tweak a delay or change an email subject line and it turns into a full engineering ticket. Making that a visual workflow change instead of a PR is a huge unlock. Curious how you handle versioning when a flow gets updated mid execution. Does a user who started on v1 finish on v1, or get switched to v2?<\/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\/@handuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@handuo<\/a>  Right now , the execution will be switched to v2 (except for delay steps), but a proper ability to drafts and versioning will be added soon.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Shiv, this is really cool. The problem you\u2019re solving is one I see kill momentum at so many SaaS companies: marketing wants to move fast, engineering is stretched thin, and lifecycle workflows become this awkward no man\u2019s land where nothing gets done quickly.<\/p>\n<\/p>\n<p>The visual builder plus full observability is a smart combo. Non technical folks get real autonomy, and there\u2019s no messy technical debt piling up in the background.<\/p>\n<\/p>\n<p>One thought on messaging: \u201ctime to iterate\u201d could be a sharper hook than just listing technical benefits. PMs and growth leads care about speed and not being blocked, so if that angle comes through faster, the value probably lands even harder. As someone who helps SaaS teams sharpen messaging, I\u2019d love to see how you\u2019re framing this to prospects; it feels like there\u2019s a strong story that could really resonate.<\/p>\n<\/p>\n<p>Curious, what are your early users actually building first? Onboarding sequences seem like the obvious starting point, but I wonder if some teams are using it for flows you didn\u2019t expect.<\/p>\n<\/p>\n<p>Rooting for this one. Flowripple could really change how teams think about owning their workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is actually great solution – I plan on trying this soon with my team soon. Quick question on the visual trace feature: if a user hits a multi-split branch, can you filter the logs to just see the users who went down path B?<\/p>\n<p>rooting for you today.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@llstewart\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@llstewart<\/a> Thank you soo much really appreciate it , Actually right now you can individually identify which execution took which path , but the log filter you asked for is something which can easily be accommodated in the product. <br \/>Really looking forward for your feedback on the product <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 resonates hard. I’ve dealt with the exact same pain — hardcoding onboarding sequences and payment retry logic that should never live in the core app. The 400 lines of boilerplate you deleted is such a relatable number. The visual trace for debugging user paths is a killer feature too. When something breaks in a background job at 2am, having a clear visual of where the flow diverged saves hours. How does integration work on the SaaS side — is it a webhook-based trigger system, or do you provide an SDK that fires events directly?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@emad_ibrahim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@emad_ibrahim<\/a> Actually a great question , i absolutely hated the webhook approach , because it introduced another problem to basically manage webhooks in your application. <br \/>Flowripple solves this using SDK (http requests if you don’t want to add dependencies) where you create your own trigger identifiers which will automatically show up on the dashboard and you can create flow(s) as you wish starting from these triggers<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GANLQMZLRZUGR6\" class=\"app-title\">Wideframe<\/a><\/p>\n<div class=\"one-liner\">AI Coworker for Video Editors<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">92<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Wideframe\u662f\u4e00\u6b3eAI\u89c6\u9891\u7f16\u8f91\u52a9\u624b\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u7d20\u6750\u7684\u641c\u7d22\u3001\u6807\u8bb0\u3001\u7ec4\u7ec7\u548c\u6392\u5e8f\uff0c\u89e3\u51b3\u89c6\u9891\u7f16\u8f91\u5e08\u5728\u524d\u671f\u7d20\u6750\u51c6\u5907\u9636\u6bb5\u8017\u65f6\u8fc7\u957f\uff08\u636e\u79f0\u662f\u5b9e\u9645\u526a\u8f91\u65f6\u95f43\u500d\uff09\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5e2e\u52a9\u5176\u66f4\u5feb\u5730\u5b8c\u6210\u89c6\u9891\u4ea4\u4ed8\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc6fe98b-0518-4818-b34b-a56ac4ccb04b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f6fc87ef-7a18-42f4-b703-fa4ebbc4d026.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\/25a5c4b4-6a09-4204-a27b-d36d82868e2a.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Z9ws9Mj4XZQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=Z9ws9Mj4XZQ\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u89c6\u9891\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u7d20\u6750\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u540e\u671f\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/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\u7f16\u8f91\u7fa4\u4f53\u8868\u793a\u559c\u7231\u3002\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u613f\u666f\u4e0e\u56e2\u961f\u80cc\u666f\u3002\u6709\u7528\u6237\u8be2\u95ee\u5176\u6280\u672f\u6808\uff0c\u56e2\u961f\u900f\u9732\u4f7f\u7528\u4e86Anthropic\u548cGemini\u7b49\u5927\u6a21\u578b\uff0c\u5e76\u6307\u51fa\u89c6\u9891\u6a21\u578b\u9886\u57df\u6280\u672f\u8fed\u4ee3\u8fc5\u901f\u3002\u53e6\u6709\u7528\u6237\u8ba4\u4e3a\u8be5\u5de5\u5177\u80fd\u964d\u4f4e\u65b0\u624b\u95e8\u69db\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 Wideframe\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u5e7f\u6cdb\u5ffd\u89c6\u4f46\u786e\u5b9e\u5b58\u5728\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u73af\u8282\u2014\u2014\u89c6\u9891\u526a\u8f91\u524d\u7684\u7d20\u6750\u51c6\u5907\u3002\u5176\u5ba3\u79f0\u201c\u7f16\u8f91\u82b1\u8d393\u500d\u4e8e\u526a\u8f91\u7684\u65f6\u95f4\u5728\u51c6\u5907\u4e0a\u201d\uff0c\u76f4\u51fb\u4e86\u4e13\u4e1a\u5de5\u4f5c\u6d41\u4e2d\u6548\u7387\u6700\u4f4e\u4e0b\u7684\u90e8\u5206\u3002\u4ea7\u54c1\u5b9a\u4f4d\u201cAI\u534f\u4f5c\u8005\u201d\u800c\u975e\u201c\u5168\u81ea\u52a8\u751f\u4ea7\u201d\uff0c\u662f\u660e\u667a\u4e14\u53ef\u6301\u7eed\u7684\uff0c\u5b83\u65e8\u5728\u6210\u4e3a\u589e\u5f3a\u521b\u610f\u5de5\u4f5c\u8005\u80fd\u529b\u7684\u201c\u526f\u9a7e\u9a76\u201d\uff0c\u800c\u975e\u53d6\u4ee3\u4ed6\u4eec\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\u6280\u672f\u58c1\u5792\u9ad8\u4e14\u8fed\u4ee3\u5feb\u3002\u89c6\u9891\u7406\u89e3AI\u672c\u8eab\u662f\u524d\u6cbf\u9886\u57df\uff0c\u6a21\u578b\u201cstate-of-the-art\u201d\u9891\u7e41\u6613\u4e3b\uff0c\u8fd9\u610f\u5473\u7740\u56e2\u961f\u5fc5\u987b\u6301\u7eed\u6295\u5165\u7814\u53d1\u4ee5\u4fdd\u6301\u7ade\u4e89\u529b\u3002\u5176\u6b21\uff0c\u4ece\u201c\u6709\u7528\u201d\u5230\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u5b58\u5728\u9e3f\u6c9f\u3002\u81ea\u52a8\u5316\u6807\u8bb0\u548c\u6392\u5e8f\u7684\u51c6\u786e\u5ea6\u3001\u662f\u5426\u7b26\u5408\u7f16\u8f91\u7684\u4e2a\u4eba\u601d\u7ef4\u4e60\u60ef\uff0c\u5c06\u76f4\u63a5\u51b3\u5b9a\u5de5\u5177\u662f\u88ab\u5076\u5c14\u4f7f\u7528\u8fd8\u662f\u6df1\u5ea6\u96c6\u6210\u5230\u5de5\u4f5c\u6d41\u4e2d\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u573a\u666f\u6269\u5c55\u6027\u6709\u5f85\u89c2\u5bdf\u3002\u76ee\u524d\u7528\u6237\u753b\u50cf\u4ece\u5e7f\u544a\u521b\u610f\u5230\u7eaa\u5f55\u7247\u4f5c\u8005\u8de8\u5ea6\u8f83\u5927\uff0c\u4e0d\u540c\u7ec6\u5206\u9886\u57df\u5bf9\u7d20\u6750\u7ba1\u7406\u7684\u9700\u6c42\u5dee\u5f02\u663e\u8457\uff0c\u4ea7\u54c1\u662f\u8ffd\u6c42\u6cdb\u7528\u6027\u8fd8\u662f\u5782\u76f4\u6df1\u8015\uff0c\u9700\u8981\u6218\u7565\u6289\u62e9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u5728\u4e8e\uff0c\u5982\u679cWideframe\u80fd\u53ef\u9760\u5730\u63a5\u7ba1\u90a3\u4e9b\u673a\u68b0\u3001\u7e41\u7410\u7684\u9884\u5904\u7406\u4efb\u52a1\uff0c\u5b83\u5c06\u53ef\u80fd\u91cd\u65b0\u5b9a\u4e49\u89c6\u9891\u7f16\u8f91\u7684\u4ef7\u503c\u5206\u914d\u2014\u2014\u8ba9\u7f16\u8f91\u5c06\u66f4\u591a\u65f6\u95f4\u548c\u5fc3\u667a\u6295\u5165\u5230\u771f\u6b63\u7684\u521b\u610f\u51b3\u7b56\u4e0a\u3002\u8fd9\u5951\u5408\u4e86AI\u8d4b\u80fd\u521b\u610f\u4ea7\u4e1a\u7684\u7406\u60f3\u56fe\u666f\uff1a\u4e0d\u662f\u8ba9\u673a\u5668\u53d8\u5f97\u66f4\u50cf\u4eba\uff0c\u800c\u662f\u8ba9\u4eba\u80fd\u66f4\u4e13\u6ce8\u4e8e\u4eba\u4e4b\u4e3a\u4eba\u7684\u90e8\u5206\u2014\u2014\u521b\u610f\u4e0e\u5ba1\u7f8e\u3002\u56e2\u961f\u521b\u59cb\u4eba\u5bf9\u827a\u672f\u5386\u53f2\u7684\u70ed\u60c5\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u4fe1\u53f7\uff0c\u6216\u8bb8\u6697\u793a\u7740\u4ea7\u54c1\u672a\u6765\u4e0d\u4f1a\u6b62\u6b65\u4e8e\u6548\u7387\u5de5\u5177\uff0c\u800c\u53ef\u80fd\u5411\u521b\u610f\u542f\u53d1\u5c42\u9762\u6f14\u8fdb\u3002\u4f46\u5f53\u4e0b\uff0c\u5b83\u4ecd\u9700\u5728\u5de5\u7a0b\u7a33\u5b9a\u6027\u548cAI\u51c6\u786e\u6027\u4e0a\u8bc1\u660e\u81ea\u5df1\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\">Wideframe<\/span>\n <\/div>\n<div class=\"comment-content\">Wideframe is an AI coworker for video editors. It automates the searching, labeling, organizing, and sequencing so editors can ship videos faster.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! I’m the CEO and Co-Founder of Wideframe. Wideframe is an AI coworker for video editors. It automates searching, labeling, organizing, and sequencing so editors can ship videos faster.<\/p>\n<p>Why is this important? Well, it turns out that editors spend 3x more time preparing footage than actually editing!<\/p>\n<p>Before Wideframe, I ran an agency that produced thousands of video ads for brands like DoorDash, Dropbox, and Adobe. My team felt this footage prep pain and I’m excited that we can now solve it. <\/p>\n<p>We launched publicly in February and it went viral. Editors really like what we’re building!<\/p>\n<p>I’m excited to build Wideframe because we’re helping creatives rather than “automating video production”. I think the best future the world can have is one where AI handles boring, mechanical work for us and also expands what we’re capable of creatively. <\/p>\n<p>My co-founder is a cracked engineer and 2x YC Founder\/CPTO, but he also is a talented photographer with a deep passion for art history. <\/p>\n<p>We hope Wideframe can contribute even a small bit to the future history of video storytelling \ud83d\ude42<\/p>\n<p>We hope you like what we’ve built so far and cheer us on as we build so much more! Give us lots of feedback so we can keep making Wideframe better, too.<\/p>\n<p>You can try Wideframe free for 7 days at: <a href=\"https:\/\/try.wideframe.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">try.wideframe.com<\/a><\/p>\n<p>Check in with us on X too:<br \/><a href=\"https:\/\/x.com\/wideframeai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">x.com\/wideframeai<\/a><br \/><a href=\"https:\/\/x.com\/heyzk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">x.com\/heyzk<\/a><br \/><a href=\"https:\/\/x.com\/danielpearson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">x.com\/danielpearson<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I tried getting into video editing once, but tools like DaVinci Resolve were so complex that I gave up, but your tool looks like it could make beginners like me much more powerful editors!<\/p>\n<p>Anyways, 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>wow this is insane! what LLM providers do you guys use for the editing?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@gobhanu_korisepati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gobhanu_korisepati<\/a> Our agent has access to a ton of different tools for search, video understanding, sequencing, etc… but special shouts to Anthropic and Gemini models! We lean on them a lot. It’s crazy how often SOTA is changing hands in video models though…<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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’m not a video editor, but seems pretty useful!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@josh_makes_things\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josh_makes_things<\/a> thank you! So far, editors have loved it. We have everyone from ad creatives to documentarians using Wideframe to prepare their footage. It’s been so fun and we’re meeting so many cool folks.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GS67WBTZ4BVOQC\" class=\"app-title\">Kita<\/a><\/p>\n<div class=\"one-liner\">Turn documents into signals for lenders<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">92<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Kita\u662f\u4e00\u6b3e\u9762\u5411\u65b0\u5174\u5e02\u573a\u8d37\u6b3e\u673a\u6784\u7684\u6587\u6863\u667a\u80fd\u5e73\u53f0\uff0c\u901a\u8fc7AI\u5c06\u6df7\u4e71\u7684\u501f\u6b3e\u4eba\u8d22\u52a1\u6587\u4ef6\u5373\u65f6\u8f6c\u5316\u4e3a\u7ecf\u8fc7\u53cd\u6b3a\u8bc8\u6838\u67e5\u3001\u53ef\u76f4\u63a5\u7528\u4e8e\u4fe1\u8d37\u51b3\u7b56\u7684\u7ed3\u6784\u5316\u98ce\u9669\u4fe1\u53f7\uff0c\u89e3\u51b3\u4e86\u4fe1\u8d37\u56e2\u961f\u5904\u7406\u975e\u6807\u51c6\u5316\u6587\u6863\u6548\u7387\u4f4e\u4e0b\u3001\u98ce\u63a7\u6d41\u7a0b\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aa0d30e3-4572-4e93-9569-092ca85de007.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/696e7a65-ce0c-4dc9-8f89-abe7808d7872.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cfe0444b-08ee-47f8-99f1-ca5c09ceaf4f.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\/94937e93-be93-4292-9092-17f6ccc58176.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/_z9lR5p9NMg\"><source src=\"https:\/\/youtu.be\/_z9lR5p9NMg\" 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\">Fintech<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u91d1\u878d\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u4fe1\u8d37\u98ce\u63a7<\/span><br \/>\n <span class=\"tag\">AI\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u65b0\u5174\u5e02\u573a<\/span><br \/>\n <span class=\"tag\">\u53cd\u6b3a\u8bc8<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u98ce\u9669\u4fe1\u53f7<\/span><br \/>\n <span class=\"tag\">\u65e0\u7eb8\u5316\u5904\u7406<\/span><br \/>\n <span class=\"tag\">B2B SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u521b\u59cb\u56e2\u961f\u7684\u4ea7\u54c1\u7406\u5ff5\u9610\u8ff0\uff0c\u6682\u65e0\u5916\u90e8\u7528\u6237\u53cd\u9988\u3002\u521b\u59cb\u56e2\u961f\u91cd\u70b9\u8bf4\u660e\u4e86\u4ea7\u54c1\u6e90\u4e8e\u65b0\u5174\u5e02\u573a\u4fe1\u8d37\u6570\u636e\u8584\u5f31\u7684\u5b9e\u9645\u75db\u70b9\uff0c\u5e76\u5f3a\u8c03\u4e86\u5176\u8d85\u8d8a\u7b80\u5355\u6587\u6863\u63d0\u53d6\u3001\u6db5\u76d6\u9a8c\u8bc1\u4e0e\u53cd\u6b3a\u8bc8\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u89e3\u51b3\u65b9\u6848\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 Kita\u7784\u51c6\u4e86\u4e00\u4e2a\u770b\u4f3c\u7ec6\u5206\u5374\u6781\u5177\u75db\u70b9\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u65b0\u5174\u5e02\u573a\u8d37\u6b3e\u673a\u6784\u7684\u6587\u6863\u5904\u7406\u201c\u810f\u6d3b\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u70ab\u9177\u7684AI\u6587\u6863\u8bc6\u522b\u6280\u672f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5c06\u8fd9\u9879\u6280\u672f\u6df1\u5ea6\u91cd\u6784\u4e3a\u7b26\u5408\u7279\u5b9a\u5e02\u573a\u201c\u5730\u60c5\u201d\u7684\u98ce\u9669\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ecb\u7ecd\u76f4\u8a00\u4e0d\u8bb3\u5730\u6307\u51fa\u4e86\u65b0\u5174\u5e02\u573a\uff08\u5982\u83f2\u5f8b\u5bbe\u3001\u5370\u5c3c\uff09\u4e0e\u53d1\u8fbe\u5e02\u573a\u7684\u672c\u8d28\u5dee\u5f02\uff1a\u4fe1\u7528\u5c40\u6570\u636e\u6709\u9650\u3001\u5f00\u653e\u94f6\u884c\u672a\u6210\u719f\u3002\u8fd9\u610f\u5473\u7740\uff0c\u8d37\u6b3e\u51b3\u7b56\u65e0\u6cd5\u4f9d\u8d56\u4e8e\u73b0\u6210\u7684\u3001\u6807\u51c6\u5316\u7684\u4fe1\u7528\u5206\uff0c\u53cd\u800c\u66f4\u4f9d\u8d56\u4e8e\u90a3\u4e9b\u201c\u6df7\u4e71\u7684\u201d\u3001\u975e\u6807\u51c6\u7684\u8d22\u52a1\u6587\u4ef6\uff08\u5982\u624b\u5199\u6d41\u6c34\u3001\u975e\u5236\u5f0f\u62a5\u8868\uff09\u3002Kita\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u6ca1\u6709\u8bd5\u56fe\u7528AI\u53bb\u5f3a\u884c\u201c\u66ff\u4ee3\u201d\u4fe1\u5ba1\u5458\uff0c\u800c\u662f\u5b9a\u4f4d\u4e3a\u201c\u589e\u5f3a\u201d\u2014\u2014\u5c06\u6df7\u4e71\u65e0\u5e8f\u7684\u539f\u59cb\u6587\u6863\u8f6c\u5316\u4e3a\u201c\u51b3\u7b56\u5c31\u7eea\u7684\u98ce\u9669\u4fe1\u53f7\u201d\u3002\u8fd9\u4e00\u5b9a\u4f4d\u7cbe\u51c6\u51fb\u4e2d\u4e86\u4e24\u4e2a\u8981\u5bb3\uff1a\u4e00\u662f\u6781\u5927\u538b\u7f29\u4ece\u6536\u96c6\u6587\u4ef6\u5230\u505a\u51fa\u521d\u6b65\u5224\u65ad\u7684\u201c\u5783\u573e\u65f6\u95f4\u201d\uff1b\u4e8c\u662f\u901a\u8fc7\u5185\u7f6e\u7684\u53cd\u6b3a\u8bc8\u6838\u67e5\uff0c\u8bd5\u56fe\u89e3\u51b3\u65b0\u5174\u5e02\u573a\u53ef\u80fd\u66f4\u7a81\u51fa\u7684\u6587\u4ef6\u4f2a\u9020\u95ee\u9898\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\u6280\u672f\u58c1\u5792\u5e76\u975e\u4e0d\u53ef\u903e\u8d8a\uff0c\u5176\u62a4\u57ce\u6cb3\u5728\u4e8e\u5bf9\u5f53\u5730\u5e02\u573a\u6587\u6863\u7c7b\u578b\u3001\u6b3a\u8bc8\u624b\u6bb5\u3001\u98ce\u63a7\u903b\u8f91\u7684\u6df1\u5ea6\u77e5\u8bc6\u5e93\u4e0e\u6a21\u578b\u8bad\u7ec3\uff0c\u8fd9\u9700\u8981\u6301\u7eed\u7684\u3001\u672c\u571f\u5316\u7684\u6570\u636e\u5582\u517b\u548c\u8fed\u4ee3\u3002\u5176\u6b21\uff0c\u4f5c\u4e3aB2B\u670d\u52a1\uff0c\u5176\u589e\u957f\u6781\u5ea6\u4f9d\u8d56\u4e0e\u5f53\u5730\u5934\u90e8\u91d1\u878d\u673a\u6784\u7684\u6807\u6746\u6848\u4f8b\u5408\u4f5c\uff0c\u9500\u552e\u5468\u671f\u957f\uff0c\u4e14\u9700\u6df1\u5ea6\u5d4c\u5165\u5ba2\u6237\u5de5\u4f5c\u6d41\u3002\u6700\u540e\uff0c\u201c\u51b3\u7b56\u5c31\u7eea\u201d\u4e00\u8bcd\u610f\u5473\u7740\u5de8\u5927\u7684\u8d23\u4efb\uff0c\u5e73\u53f0\u8f93\u51fa\u7684\u4fe1\u53f7\u82e5\u5bfc\u81f4\u574f\u8d26\uff0c\u8d23\u4efb\u8fb9\u754c\u5982\u4f55\u754c\u5b9a\uff1f\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u95ee\u9898\uff0c\u66f4\u662f\u6cd5\u5f8b\u4e0e\u4fe1\u4efb\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cKita\u7684\u6784\u60f3\u5207\u4e2d\u4e86\u771f\u5b9e\u4e14\u6709\u4ed8\u8d39\u80fd\u529b\u7684\u9700\u6c42\uff0c\u5176\u201cAI+\u57fa\u7840\u8bbe\u65bd+\u65b0\u5174\u5e02\u573a\u201d\u7684\u7ec4\u5408\u62f3\u9887\u5177\u6218\u7565\u773c\u5149\u3002\u4f46\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u53d6\u51b3\u4e8eAI\u7cbe\u5ea6\u7684\u4e00\u4e2a\u767e\u5206\u70b9\u63d0\u5347\uff0c\u800c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u7279\u5b9a\u533a\u57df\u5e02\u573a\u5efa\u7acb\u8d77\u6df1\u5ea6\u7684\u3001\u4fe1\u4efb\u7684\u5408\u4f5c\u4f19\u4f34\u751f\u6001\uff0c\u5e76\u771f\u6b63\u7406\u89e3\u90a3\u4e9b\u201c\u6df7\u4e71\u6587\u6863\u201d\u80cc\u540e\u9519\u7efc\u590d\u6742\u7684\u5546\u4e1a\u73b0\u5b9e\u3002\u8fd9\u662f\u4e00\u573a\u5bf9\u4ea7\u54c1\u6df1\u5ea6\u3001\u672c\u571f\u5316\u8fd0\u8425\u548c\u884c\u4e1a\u8010\u5fc3\u7684\u7efc\u5408\u8003\u9a8c\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\">Kita<\/span>\n <\/div>\n<div class=\"comment-content\">Kita is a document intelligence platform for lenders in emerging markets, turning messy borrower documents into fraud-checked, decision-ready risk signals.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi, we\u2019re the founders of Kita.<\/p>\n<p>We built Kita after seeing the same problem again and again across lending teams in markets like the Philippines, where credit data is often thin: critical decisions were being slowed by messy financial documents and highly manual workflows. Credit teams were spending far too much time chasing documents, reviewing files by hand, and piecing together fragmented information from inconsistent, chaotic formats to make high-stakes risk decisions.<\/p>\n<p>We started with a simple question: what if financial documents could become structured, trustworthy, decision-ready data instantly? As we worked more closely with lenders, our thinking evolved beyond extraction alone. We realized the bigger opportunity was to build a system that could handle the messy reality around documents too: validating them, checking for fraud, and helping teams move applications forward faster and with more confidence.<\/p>\n<p>Kita is our answer to that. We\u2019re building AI infrastructure for document-heavy risk workflows, starting with lending. These rails are especially critical in emerging markets like the Philippines, Indonesia, and Mexico, where credit bureaus are often limited and open banking is still nascent. With Kita, lenders can move faster, make better decisions, and serve more people.<\/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<\/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\/OBWRHWAWRK35M6\" class=\"app-title\">SubSchool<\/a><\/p>\n<div class=\"one-liner\">All-in-one teaching platform automating routine with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">47<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>SubSchool\u662f\u4e00\u4e2a\u96c6\u8bfe\u7a0b\u521b\u5efa\u3001\u76f4\u64ad\u6388\u8bfe\u3001\u8f85\u5bfc\u5de5\u4f5c\u6d41\u548cAI\u8f85\u52a9\u5de5\u5177\u4e8e\u4e00\u4f53\u7684\u5728\u7ebf\u6559\u5b66\u5e73\u53f0\uff0c\u5e2e\u52a9\u6559\u5e08\u3001\u57f9\u8bad\u5e08\u53ca\u4f01\u4e1a\u57f9\u8bad\u56e2\u961f\u5c06\u96f6\u6563\u6559\u5b66\u6750\u6599\u5feb\u901f\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u8bfe\u7a0b\uff0c\u5e76\u81ea\u52a8\u5316\u5904\u7406\u4f5c\u4e1a\u751f\u6210\u3001\u63d0\u4ea4\u6536\u96c6\u4e0e\u6279\u6539\u7b49\u91cd\u590d\u6027\u5de5\u4f5c\uff0c\u5728\u5728\u7ebf\u6559\u80b2\u3001\u8003\u8bd5\u8f85\u5bfc\u548c\u5c0f\u73ed\u6559\u5b66\u7b49\u573a\u666f\u4e2d\u663e\u8457\u51cf\u8f7b\u6559\u80b2\u5de5\u4f5c\u8005\u7684\u884c\u653f\u8d1f\u62c5\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c89cf0b-1abd-4332-8be7-64f5ecd334b7.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\/3ed78c88-47a3-4669-8d7f-d9d138f8afd1.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\/26ef20a1-e142-4955-9a1e-10412c221af4.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\/0cf38eea-c4ee-49d1-b6e0-1b8ea1d6b4ba.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\/c9f4900e-9800-4734-84ef-29f624a13bd2.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\/0412d298-207f-4c40-a480-6c2ee7799dcf.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\/cf4d8b66-763f-4b7b-a966-6ce8781645a4.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\/84075a01-06e5-4aab-ad79-24570b108720.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/UTijeG-YQXU\"><source src=\"https:\/\/youtu.be\/UTijeG-YQXU\" 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\">Education<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Online Learning<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5728\u7ebf\u6559\u80b2\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u6559\u5b66<\/span><br \/>\n <span class=\"tag\">\u8bfe\u7a0b\u521b\u5efa<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6279\u6539<\/span><br \/>\n <span class=\"tag\">\u8f85\u5bfc\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u6559\u5e08\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6559\u80b2\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6559\u5b66<\/span><br \/>\n <span class=\"tag\">\u4e00\u4f53\u5316\u89e3\u51b3\u65b9\u6848<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u57f9\u8bad<\/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\u4ea7\u54c1\u4e00\u4f53\u5316\u4e0eAI\u51cf\u8d1f\u4ef7\u503c\uff0c\u521b\u59cb\u4eba\u5766\u8bda\u7684\u8f6c\u578b\u6545\u4e8b\u83b7\u8d5e\u3002\u6838\u5fc3\u7591\u95ee\u805a\u7126\u4e8eAI\u529f\u80fd\u5bf9\u5b66\u751f\u7aef\u7684\u5ef6\u4f38\uff08\u5982\u81ea\u9002\u5e94\u5b66\u4e60\uff09\uff0c\u5e76\u63a2\u8ba8\u5176\u957f\u671f\u5dee\u5f02\u70b9\u5728\u4e8e\u6210\u4e3a\u201c\u6559\u5b66\u64cd\u4f5c\u7cfb\u7edf\u201d\u8fd8\u662f\u4ee5AI\u5c42\u4e3a\u6838\u5fc3\u3002\u5f00\u53d1\u8005\u56de\u590d\u786e\u8ba4\u5f53\u524dAI\u4e3b\u8981\u670d\u52a1\u6559\u5e08\uff0c\u5b66\u751f\u7aef\u81ea\u9002\u5e94\u96be\u5ea6\u529f\u80fd\u5df2\u4e0a\u7ebf\uff0c\u4e2a\u6027\u5316\u5185\u5bb9\u63a8\u8350\u5f85\u5e73\u53f0\u5185\u5bb9\u5145\u5b9e\u540e\u63a8\u8fdb\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 SubSchool\u6b64\u756a\u201c\u91cd\u751f\u201d\u5f0f\u53d1\u5e03\uff0c\u770b\u4f3c\u62bc\u6ce8AI\u81ea\u52a8\u5316\uff0c\u5b9e\u5219\u5251\u6307\u5728\u7ebf\u6559\u5b66\u88ab\u957f\u671f\u5ffd\u89c6\u7684\u75c7\u7ed3\uff1a\u5de5\u4f5c\u6d41\u788e\u7247\u5316\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5355\u9879\u529f\u80fd\u7684AI\u5316\uff0c\u800c\u5728\u4e8e\u7528AI\u4f5c\u4e3a\u7c98\u5408\u5242\uff0c\u5c06\u8bfe\u7a0b\u521b\u5efa\u3001\u76f4\u64ad\u3001\u8f85\u5bfc\u3001\u4f5c\u4e1a\u3001\u6279\u6539\u8fd9\u4e9b\u5272\u88c2\u73af\u8282\u7f1d\u5408\u4e3a\u4e00\u4e2a\u6570\u636e\u8fde\u8d2f\u7684\u95ed\u73af\u3002\u8fd9\u76f4\u51fb\u4e86\u6559\u5e08\u201c\u5728Zoom\u3001Drive\u3001\u804a\u5929\u5de5\u5177\u95f4\u53cd\u590d\u5207\u6362\u201d\u7684\u5207\u80a4\u4e4b\u75db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u9c9c\u660e\u3002\u4e00\u65b9\u9762\uff0c\u201c\u4e00\u4f53\u5316\u201d\u662f\u67c4\u53cc\u5203\u5251\uff0c\u53ef\u80fd\u9762\u4e34\u4e0e\u73b0\u6709\u5782\u76f4\u9886\u57df\u5de8\u5934\uff08\u5982Zoom\u3001Teachable\uff09\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u4e14\u5e73\u53f0\u5207\u6362\u6210\u672c\u4e0d\u5bb9\u5c0f\u89d1\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201cAI\u4e3b\u8981\u670d\u52a1\u6559\u5e08\u7aef\u201d\u7684\u8d28\u7591\u70b9\u51fa\u4e86\u5173\u952e\uff1a\u5f53\u524d\u4ea7\u54c1\u903b\u8f91\u4ecd\u662f\u201c\u6559\u5e08\u6548\u7387\u5de5\u5177\u201d\uff0c\u5176\u6570\u636e\u95ed\u73af\u7684\u4ef7\u503c\u5c1a\u672a\u5145\u5206\u53cd\u54fa\u81f3\u5b66\u751f\u7aef\u7684\u4e2a\u6027\u5316\u5b66\u4e60\u3002\u5f00\u53d1\u8005\u56de\u5e94\u7684\u201c\u52a8\u6001\u4f5c\u4e1a\u201d\u4ec5\u662f\u521d\u6b65\u9002\u914d\uff0c\u79bb\u771f\u6b63\u7684\u201c\u56e0\u6750\u65bd\u6559\u201d\u5c1a\u6709\u8ddd\u79bb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u957f\u671f\u62a4\u57ce\u6cb3\uff0c\u6216\u5c06\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5c06AI\u4ece\u201c\u6548\u7387\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u8ba4\u77e5\u5f15\u64ce\u201d\u3002\u5373\uff0c\u4e0d\u4ec5\u81ea\u52a8\u5316\u6279\u6539\uff0c\u66f4\u80fd\u4ece\u5b66\u751f\u63d0\u4ea4\u7684\u4f5c\u4e1a\u3001\u4e92\u52a8\u6570\u636e\u4e2d\u6316\u6398\u77e5\u8bc6\u8584\u5f31\u70b9\uff0c\u4e3a\u6559\u5e08\u63d0\u4f9b\u8d85\u8d8a\u8868\u9762\u7684\u6559\u5b66\u6d1e\u5bdf\uff0c\u5e76\u6700\u7ec8\u4e3a\u5b66\u751f\u6784\u5efa\u81ea\u9002\u5e94\u5b66\u4e60\u8def\u5f84\u3002\u5c4a\u65f6\uff0cSubSchool\u624d\u53ef\u80fd\u4ece\u201c\u4f18\u79c0\u7684\u5de5\u4f5c\u6d41\u6574\u5408\u8005\u201d\u8715\u53d8\u4e3a\u201c\u91cd\u5851\u6559\u5b66\u5173\u7cfb\u7684\u667a\u80fd\u4e2d\u67a2\u201d\u3002\u5f53\u524d\u7248\u672c\u662f\u575a\u5b9e\u7684\u7b2c\u4e00\u6b65\uff0c\u4f46\u771f\u6b63\u7684\u6218\u5f79\u5728\u4e8e\u5982\u4f55\u8ba9AI\u9a71\u52a8\u7684\u6570\u636e\u98de\u8f6e\u8f6c\u8d77\u6765\uff0c\u540c\u65f6\u907f\u514d\u9677\u5165\u201c\u529f\u80fd\u5806\u780c\u201d\u7684\u9677\u9631\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\">SubSchool<\/span>\n <\/div>\n<div class=\"comment-content\">SubSchool is an online teaching platform for educators who want to create and sell courses and run tutoring in one place. The platform combines course creation, live lessons, tutoring workflows, and AI-powered generation and grading tools designed to reduce routine work and help educators deliver structured learning experiences more efficiently.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b <\/p>\n<p>The 10-second version:<br \/>\nSubSchool helps teachers, tutors, and training teams turn existing teaching material into a course fast \u2014 and lets AI handle the routine.<br \/>\nUpload videos \u2192 get a structured course \u2192 generate homework \u2192 collect submissions \u2192 AI-assisted grading \u2192 keep tutoring recordings + homework in one thread.<br \/>\nIf you\u2019ve ever taught online and felt like your \u201creal job\u201d became copy-pasting, organizing, chasing, and grading\u2026 yeah. That\u2019s what we\u2019re deleting.<\/p>\n<p>What SubSchool is<br \/>\nSubSchool is a platform where you can:<br \/>\n– Create and sell online courses without building a website or wiring payment systems<br \/>\n– Teach live lessons + 1:1 tutoring<br \/>\n– Run the full loop: content \u2192 practice \u2192 feedback \u2192 progress<br \/>\nThe difference in this version: AI does the repetitive work that normally eats your evenings.<\/p>\n<p>What\u2019s new in this launch<br \/>\n1. Video lectures \u2192 course structure automatically<br \/>\nUpload a bundle of recorded lessons and SubSchool helps turn it into a ready-to-deliver course: modules, lessons, titles, descriptions.<\/p>\n<p>2. Homework generation per lesson<br \/>\nGenerate homework aligned to the lesson topic, then reuse\/remix it and adjust difficulty quickly.<\/p>\n<p>3. AI-assisted grading (including interview-style answers)<br \/>\nSubSchool can help check submissions in multiple formats, including interview-style answers. Instructors can review and adjust when needed.<\/p>\n<p>4. Tutoring workflow in one thread<br \/>\nLive session \u2192 recording \u2192 homework \u2192 submission \u2192 feedback \u2014 all in one place, so the next lesson starts with context, not guesswork.<\/p>\n<p>Who it\u2019s for<br \/>\nExam prep creators (SAT-style and similar):<br \/>\nTurn lecture recordings into a structured course, generate practice per lesson, and speed up feedback.<\/p>\n<p>Tutors & small-group teachers:<br \/>\nStop splitting your workflow across Zoom, Drive, chats, and spreadsheets. Keep sessions, recordings, homework, and feedback together.<\/p>\n<p>Corporate training \/ EduHire teams:<br \/>\nBuild a repeatable learning + assessment flow and reduce manual evaluation while keeping humans in control.<\/p>\n<p>One platform, three use-cases. Same loop: content \u2192 practice \u2192 feedback.<\/p>\n<p>The story<br \/>\nWe first launched SubSchool back in 2023 with a simple promise: online teaching without the setup hell.<br \/>\nIt was simple \u2014 but it wasn\u2019t convenient enough for real teaching workflows. And it didn\u2019t automate the time-consuming parts that actually break teachers: structuring content, homework, grading, and keeping everything organized.<br \/>\nSo adoption was our reality check: we couldn\u2019t attract teachers at scale, because we weren\u2019t removing enough pain.<\/p>\n<p>Then we did the uncomfortable founder move: we paused.<br \/>\nNot to \u201ckeep polishing the old version\u201d, but to rethink what the platform should be from the ground up.<\/p>\n<p>This launch is that result: a from-scratch rebuild of SubSchool into the product it should have been in the first place \u2014 simple to start, but finally strong where it matters: AI automation + end-to-end teaching workflow.<\/p>\n<p>Feedback<br \/>\nInside the teacher platform you can submit feature requests and vote on others.<br \/>\nBasically: a politely weaponized feedback loop.<br \/>\nIf something feels clunky or missing, tell us \u2014 we\u2019ll fix it faster than your students submit homework.<\/p>\n<p>Thanks for checking out SubSchool \u2764\ufe0f<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Brilliant stuff! all the best!<\/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\/@lev_kerzhner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lev_kerzhner<\/a> Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I see a lot of AI on the teacher side \u2014 generating structure, grading, homework. Curious what the student gets though. If the AI can evaluate answers it could also identify where a student has gaps and suggest what to practice next. Are you heading toward adaptive learning or is the AI mainly on the teacher side for now?<\/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\/@klara_minarikova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klara_minarikova<\/a> Yes, right now the main functionality is to reduce the teacher’s routine. For students, there is a dynamic homework feature so that the difficulty of the assignments adapts to the student’s results during the course. But so far, this system simply changes the set of created assignments.<\/p>\n<p>In the future, we plan to develop a smart search and recommendation system to offer students individual lessons from courses based on their requests. This will happen a little later, as there is currently too little content on the platform for such functionality to be of significant benefit.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the honest founder story! Not an easy move, but often the right one. \ud83d\ude4c Many teaching tools solve one part of the workflow (course hosting, live sessions, homework tools…), but educators still end up stitching together 4\u20135 tools to run a single class. Where you see SubSchool\u2019s main differentiation long term? Is the goal to become more of an all-in-one operating system for teaching, or do you see the AI layer (structuring content, grading, feedback loops) as the real core of the product? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great launch! Bringing course creation, tutoring, and AI tools together in one platform is a smart move. Excited to see how SubSchool helps educators scale their teaching.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/M6DZSBGP5HS7RT\" class=\"app-title\">WhyFi<\/a><\/p>\n<div class=\"one-liner\">Figure out why your Wi-Fi is bad and fix it.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">38<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>WhyFi\u662f\u4e00\u6b3emacOS\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u5b9e\u65f6\u76d1\u6d4b\u548c\u7cbe\u51c6\u5b9a\u4f4d\u7f51\u7edc\u95ee\u9898\u6839\u6e90\uff08Wi-Fi\u3001\u8def\u7531\u5668\u3001ISP\u6216DNS\uff09\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5bb6\u5ead\u3001\u529e\u516c\u6216\u79fb\u52a8\u573a\u666f\u4e2d\u5feb\u901f\u8bca\u65ad\u5e76\u4fee\u590d\u7cdf\u7cd5\u7684Wi-Fi\u8fde\u63a5\uff0c\u7ec8\u7ed3\u7f51\u7edc\u6545\u969c\u5e26\u6765\u7684\u56f0\u6270\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/38875f4a-0bb0-4204-96ae-ade5271a42c8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c623a1c-fbf8-4948-be6d-35bc3e6cd218.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71a4f90f-3f60-4acb-ab05-c8a1ebd46d8c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a8e6a2f5-1bef-4177-9775-fae3c14638d1.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\">Mac<\/span><br \/>\n <span class=\"tag\">Wi-Fi<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u8bca\u65ad<\/span><br \/>\n <span class=\"tag\">Wi-Fi\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u8fde\u63a5\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u6545\u969c\u6392\u67e5<\/span><br \/>\n <span class=\"tag\">\u7f51\u901f\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u4fe1\u53f7\u96f7\u8fbe<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\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>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5feb\u901f\u8bca\u65ad\u80fd\u529b\u548c\u96f7\u8fbe\u529f\u80fd\uff0c\u8ba4\u4e3a\u5176\u89e3\u51b3\u4e86\u957f\u671f\u75db\u70b9\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u81ea\u52a8\u63a8\u8350\u8def\u7531\u5668\u6700\u4f73\u4fe1\u9053\u3001\u63a8\u51fa\u624b\u673a\u7248\u672c\u3001\u8fdb\u4e00\u6b65\u4f18\u5316\u754c\u9762\u8bbe\u8ba1\u3002\u5f00\u53d1\u8005\u88ab\u79f0\u8d5e\u4e3a\u54cd\u5e94\u8fc5\u901f\u4e14\u5177\u6709\u793e\u4f1a\u8d23\u4efb\u611f\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 WhyFi\u770b\u4f3c\u662f\u4e00\u4e2a\u7cbe\u5de7\u7684\u5de5\u5177\u578b\u5e94\u7528\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u590d\u6742\u7684\u7f51\u7edc\u5206\u5c42\u8bca\u65ad\u80fd\u529b\u201c\u5e73\u6c11\u5316\u201d\u548c\u201c\u81ea\u52a8\u5316\u201d\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u7f51\u7edc\u9886\u57df\u7684\u201c\u6545\u969c\u6811\u5206\u6790\u201d\u5f15\u64ce\uff0c\u5c01\u88c5\u5728\u6781\u7b80\u7684\u83dc\u5355\u680f\u91cc\u3002\u5176\u6838\u5fc3\u521b\u65b0\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff08\u5404\u9879\u68c0\u6d4b\u6280\u672f\u672c\u8eab\u5df2\u5b58\u5728\uff09\uff0c\u800c\u5728\u4e8e\u5c06\u4e13\u4e1aIT\u8fd0\u7ef4\u7684\u6392\u67e5\u903b\u8f91\u548c\u51b3\u7b56\u8def\u5f84\uff0c\u4ee5\u6781\u4f4e\u7684\u8ba4\u77e5\u6210\u672c\u548c\u4ea4\u4e92\u6210\u672c\u4ea4\u4ed8\u7ed9\u666e\u901a\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u6293\u4f4f\u4e86\u73b0\u4ee3\u4eba\u7684\u4e00\u4e2a\u9690\u6027\u7126\u8651\uff1a\u5bf9\u201c\u4e0d\u53ef\u9760\u8fde\u63a5\u201d\u7684\u5931\u63a7\u611f\u3002\u5b83\u63d0\u4f9b\u7684\u4e0d\u662f\u539f\u59cb\u6570\u636e\u7f57\u5217\uff08\u90a3\u662f\u4f17\u591a\u73b0\u6709\u5de5\u5177\u7684\u505a\u6cd5\uff09\uff0c\u800c\u662f\u7ecf\u8fc7\u5f52\u56e0\u5206\u6790\u540e\u7684\u201c\u7ed3\u8bba\u201d\u548c\u201c\u884c\u52a8\u5efa\u8bae\u201d\uff0c\u8fd9\u4f7f\u5176\u4ece\u201c\u76d1\u63a7\u5de5\u5177\u201d\u5347\u7ef4\u4e3a\u201c\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u201d\u3002\u96f7\u8fbe\u529f\u80fd\u66f4\u662f\u5c06\u7a7a\u95f4\u4fe1\u53f7\u8d28\u91cf\u53ef\u89c6\u5316\uff0c\u5c06\u62bd\u8c61\u95ee\u9898\u8f6c\u5316\u4e3a\u53ef\u884c\u52a8\u7684\u7269\u7406\u7a7a\u95f4\u4f18\u5316\u65b9\u6848\uff0c\u8fd9\u662f\u5176\u4ea7\u54c1\u8bbe\u8ba1\u7684\u4eae\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u6df1\u5ea6\u53d7\u9650\u4e8e\u672c\u5730\u68c0\u6d4b\u80fd\u529b\uff0c\u5bf9\u4e8eISP\u9aa8\u5e72\u7f51\u6216\u590d\u6742\u7f51\u7edc\u7b56\u7565\u95ee\u9898\uff0c\u5176\u5224\u65ad\u53ef\u80fd\u6d41\u4e8e\u8868\u9762\u3002\u5176\u6b21\uff0c\u5546\u4e1a\u6a21\u5f0f\u548c\u7528\u6237\u7c98\u6027\u5b58\u7591\uff1a\u95ee\u9898\u8bca\u65ad\u5177\u6709\u5076\u53d1\u6027\uff0c\u7528\u6237\u53ef\u80fd\u5728\u89e3\u51b3\u95ee\u9898\u540e\u957f\u671f\u4e0d\u518d\u6253\u5f00\uff0c\u8ba2\u9605\u5236\u6216\u6301\u7eed\u4ed8\u8d39\u52a8\u529b\u4e0d\u8db3\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u624b\u673a\u7248\u7684\u5efa\u8bae\u6070\u6070\u70b9\u4e2d\u4e86\u5176\u6700\u5927\u8f6f\u808b\u2014\u2014\u79fb\u52a8\u573a\u666f\u4e0b\u7684\u7f51\u7edc\u7126\u8651\u548c\u8bca\u65ad\u9700\u6c42\u5176\u5b9e\u66f4\u4e3a\u9ad8\u9891\u548c\u8feb\u5207\uff0c\u5c40\u9650\u4e8emacOS\u4e25\u91cd\u5236\u7ea6\u4e86\u5176\u5e02\u573a\u5e7f\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cWhyFi\u662f\u4e00\u6b3e\u51fa\u8272\u5730\u89e3\u51b3\u4e86\u201c\u7279\u5b9a\u5e73\u53f0\u3001\u7279\u5b9a\u75db\u70b9\u201d\u7684\u201c\u4f18\u96c5\u89e3\u836f\u201d\uff0c\u4f53\u73b0\u4e86\u72ec\u7acb\u5f00\u53d1\u8005\u5bf9\u7528\u6237\u4f53\u9a8c\u7684\u6df1\u523b\u6d1e\u5bdf\u548c\u5de5\u7a0b\u5c01\u88c5\u80fd\u529b\u3002\u4f46\u5b83\u66f4\u50cf\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u201c\u7279\u6027\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5177\u6709\u5e7f\u9614\u62a4\u57ce\u6cb3\u7684\u201c\u4ea7\u54c1\u201d\u3002\u5176\u672a\u6765\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u4e00\u6b21\u6027\u8bca\u65ad\u5de5\u5177\u201d\u6f14\u8fdb\u4e3a\u201c\u8de8\u5e73\u53f0\u7684\u4e3b\u52a8\u7f51\u7edc\u5065\u5eb7\u7ba1\u7406\u5e73\u53f0\u201d\uff0c\u5e76\u6784\u5efa\u66f4\u6df1\u5ea6\u7684\u6570\u636e\u670d\u52a1\u6216\u751f\u6001\u6574\u5408\u3002\u5f53\u524d\u7248\u672c\uff0c\u662f\u4e00\u4e2a\u503c\u5f97\u79f0\u8d5e\u7684\u7cbe\u54c1\u8d77\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">WhyFi<\/span>\n <\/div>\n<div class=\"comment-content\">A handy macOS menu bar app that monitors your connection in real time, pinpoints whether the issue is Wi-Fi, router, ISP, or DNS, and tells you how to fix it.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt. I’m James, the maker of WhyFi – thanks for taking the time to check it out \ud83d\ude03<\/p>\n<p>I built the app to answer the age old question: why is my Wi-Fi connection absolutely rubbish and\/or not working right now?<\/p>\n<p>Personally I’ve wanted this for years!<\/p>\n<p>Here are the highlights:<\/p>\n<p>– Built for macOS and lives in your menu bar<br \/>\n– Continuously monitors your connection<br \/>\n– Separates issues across Wi-Fi, router, ISP, and DNS<br \/>\n– Run a speed test anytime<br \/>\n– Get advice on how to fix issues<br \/>\n– Copy your Wi-Fi stats to troubleshoot with AI<br \/>\n– WhyFi Radar helps you find the best spot for a stronger signal<\/p>\n<p>I hope you like it! And feel free to share any feedback, I appreciate it.<\/p>\n<p>Cheers,<\/p>\n<p>James Potter<\/p><\/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>Finally, I know why my internet is so bad at certain places. Well done, James!<\/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>Loving the radar feature! Can it also suggest the best channel for my router automatically?<\/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 can’t to see if this works \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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very helpful to know more about why my horrible wifi doesnt work 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Haven\u2019t tried yet, but this is what I need! <\/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 best Wi-Fi app. Now I know why the internet at my coworking space isn\u2019t that good. Congrats on the launch, James!<\/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>Diagnosed my Wi-Fi issue in about 30 seconds. My ISP has some explaining to do \ud83d\udc40”<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Awesome little app, been using it for a few weeks and it’s so handy when moving, going to a new cowork or cafe. The dev James is super responsive to ideas and issue. A great indie app! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The signal strength screen is an awesome feature and looks great, one that I’ve not seen before, congrats on the launch! The design is nice and minimal given that it’s a troubleshooting app, I would make the other popups a bit more polished. You should definitely create this as a phone app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>With WhyFi you too can be a WiFi Sommelier!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Really handy tool! I especially like the explanations you can look at for each data point. So each time the internet has an issue and interrupts my work, I’m at least learning something new \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 OG app which has spawned at least two other lookalike wannabe menubar network monitors (that I know of). James was very responsive to some suggestions that I made about licensing info on the website and it was done immediately. The app has saved me a lot of time in figuring out wifi issues and helped me to reorient my layouts at home.<\/p>\n<\/p>\n<p>Not only that he has been funding a lot of his proceedings from the app sales to animal charity agency in far east. So a developer who cares for tech and society \ud83d\udc4f\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<\/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\/PE7AFDZGCS4Z4P\" class=\"app-title\">Revolink: Smart Multi-Path Links<\/a><\/p>\n<div class=\"one-liner\">Create smart short links with custom redirect rules<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">25<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Revolink\u662f\u4e00\u6b3e\u667a\u80fd\u591a\u8def\u5f84\u77ed\u94fe\u63a5\u5de5\u5177\uff0c\u901a\u8fc7\u81ea\u5b9a\u4e49\u91cd\u5b9a\u5411\u89c4\u5219\uff08\u5982\u6309\u56fd\u5bb6\u3001\u8bbe\u5907\u3001\u65f6\u95f4\u7b49\uff09\uff0c\u4e3a\u73b0\u4ee3\u8425\u9500\u4eba\u5458\u89e3\u51b3\u4e86\u5355\u4e00\u9759\u6001\u94fe\u63a5\u65e0\u6cd5\u5b9e\u73b0\u4e2a\u6027\u5316\u3001\u672c\u5730\u5316\u8425\u9500\u53caA\/B\u6d4b\u8bd5\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b4ac9c4e-bde7-4f94-aba3-17ed9b251467.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d0067c8d-0746-44cd-9d74-aa161d9166e2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a80c5e4b-cc76-46d3-9c94-5f941859fc38.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e5209577-1815-4cb5-8236-e6f145146394.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b1fd10e5-e4e1-438d-a0da-4d1115adc1f0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1719b321-fea8-44d9-b565-7534c3433cbe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39fed613-d233-4ca5-835d-034d4b94e5c2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ae6629e6-73f7-4dfc-addf-1a3acb9ff428.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\">Affiliate marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u667a\u80fd\u77ed\u94fe\u63a5<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u91cd\u5b9a\u5411<\/span><br \/>\n <span class=\"tag\">A\/B\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5316\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u94fe\u63a5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6761\u4ef6\u91cd\u5b9a\u5411\u5f15\u64ce<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u6982\u5ff5\uff0c\u8ba4\u4e3a\u5176\u5c06\u77ed\u94fe\u63a5\u53d8\u4e3a\u201c\u8def\u7531\u5f15\u64ce\u201d\u662f\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u8be2\u95ee\u7279\u5b9a\u8bed\u8a00\uff08\u610f\u5927\u5229\u8bed\uff09\u652f\u6301\u8ba1\u5212\uff1b\u5173\u6ce8\u591a\u91cd\u89c4\u5219\u51b2\u7a81\u65f6\u7684\u4f18\u5148\u7ea7\u5904\u7406\u903b\u8f91\uff1b\u4ee5\u53ca\u597d\u5947\u4ea7\u54c1\u5f53\u524d\u7684\u4e3b\u8981\u5e94\u7528\u573a\u666f\uff08\u8425\u9500\u6d3b\u52a8\u8fd8\u662f\u4ea7\u54c1\u6d41\u7a0b\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Revolink\u7684\u672c\u8d28\uff0c\u662f\u5c06\u77ed\u94fe\u63a5\u4ece\u7b80\u5355\u7684\u201c\u4ea4\u901a\u8b66\u5bdf\u201d\u5347\u7ea7\u4e3a\u5177\u5907\u5b9e\u65f6\u51b3\u7b56\u80fd\u529b\u7684\u201c\u667a\u80fd\u4ea4\u901a\u63a7\u5236\u7cfb\u7edf\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7f29\u77edURL\uff0c\u800c\u5728\u4e8e\u5c06\u6bcf\u4e2a\u70b9\u51fb\u80cc\u540e\u7684\u4e0a\u4e0b\u6587\uff08\u5730\u7406\u4f4d\u7f6e\u3001\u8bbe\u5907\u3001\u65f6\u95f4\uff09\u8f6c\u5316\u4e3a\u53ef\u7f16\u7a0b\u7684\u8425\u9500\u6307\u4ee4\uff0c\u4ece\u800c\u8ba9\u6d41\u91cf\u5206\u914d\u4ece\u7c97\u653e\u8d70\u5411\u7cbe\u51c6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5207\u4e2d\u4e86\u73b0\u4ee3\u8425\u9500\u7684\u6838\u5fc3\u7126\u8651\uff1a\u6d41\u91cf\u6602\u8d35\u5374\u8f6c\u5316\u4f4e\u6548\u3002\u4f20\u7edf\u9759\u6001\u94fe\u63a5\u65e0\u6cd5\u5e94\u5bf9\u591a\u5143\u5316\u7684\u7528\u6237\u573a\u666f\uff0c\u8feb\u4f7f\u8425\u9500\u4eba\u5458\u521b\u5efa\u5927\u91cf\u72ec\u7acb\u94fe\u63a5\u8fdb\u884cA\/B\u6d4b\u8bd5\u6216\u672c\u5730\u5316\u6d3b\u52a8\uff0c\u5bfc\u81f4\u7ba1\u7406\u6df7\u4e71\u3001\u6570\u636e\u5206\u6563\u3002Revolink\u901a\u8fc7\u4e00\u4e2a\u94fe\u63a5\u96c6\u6210\u591a\u91cd\u6761\u4ef6\u89c4\u5219\uff0c\u7406\u8bba\u4e0a\u80fd\u6781\u5927\u7b80\u5316\u8fd0\u8425\u590d\u6742\u5ea6\uff0c\u5e76\u5b9e\u73b0\u771f\u6b63\u7684\u52a8\u6001\u4e2a\u6027\u5316\u3002\u5176\u5185\u7f6e\u7684UTM\u53c2\u6570\u6784\u5efa\u5668\u548c\u8be6\u7ec6\u5206\u6790\uff0c\u4e5f\u8bd5\u56fe\u5f62\u6210\u201c\u89c4\u5219\u8bbe\u7f6e-\u6548\u679c\u8ffd\u8e2a\u201d\u7684\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6210\u529f\u5173\u952e\u5728\u4e8e\u4e24\u4e2a\u201c\u5ea6\u201d\uff1a\u4e00\u662f\u201c\u89c4\u5219\u667a\u80fd\u5ea6\u201d\u3002\u76ee\u524d\u4ec5\u63d0\u53ca\u201c\u9009\u62e9\u6700\u5408\u9002\u7684\u89c4\u5219\u201d\uff0c\u4f46\u903b\u8f91\u9ed1\u76d2\u53ef\u80fd\u5f15\u53d1\u4fe1\u4efb\u4e0e\u8c03\u8bd5\u96be\u9898\u3002\u5728\u590d\u6742\u89c4\u5219\u53e0\u52a0\u65f6\uff0c\u5982\u4f55\u5b9a\u4e49\u201c\u6700\u5408\u9002\u201d\u3001\u662f\u5426\u652f\u6301\u81ea\u5b9a\u4e49\u4f18\u5148\u7ea7\uff0c\u5c06\u76f4\u63a5\u5f71\u54cd\u9ad8\u7ea7\u7528\u4f8b\u7684\u53ef\u884c\u6027\u3002\u4e8c\u662f\u201c\u573a\u666f\u6e17\u900f\u5ea6\u201d\u3002\u4ea7\u54c1\u5b9a\u4f4d\u201c\u73b0\u4ee3\u8425\u9500\u4eba\u5458\u201d\u7565\u663e\u5bbd\u6cdb\u3002\u4ece\u8bc4\u8bba\u8be2\u95ee\u4e3b\u8981\u7528\u4f8b\u53ef\u89c1\uff0c\u5176\u5e94\u7528\u573a\u666f\u4ecd\u9700\u5e02\u573a\u6559\u80b2\u3002\u5b83\u66f4\u50cf\u662f\u57fa\u7840\u8bbe\u65bd\uff0c\u5176\u7206\u53d1\u9700\u7ed1\u5b9a\u4e8e\u5177\u4f53\u7684\u3001\u9ad8\u9891\u7387\u7684\u8425\u9500\u64cd\u4f5c\uff08\u5982\u5168\u7403\u4ea7\u54c1\u53d1\u5e03\u3001\u533a\u57df\u6027\u9650\u65f6\u4fc3\u9500\uff09\u6216\u589e\u957f\u5b9e\u9a8c\u6d41\u7a0b\u4e2d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u5728\u7ea2\u6d77\uff08\u77ed\u94fe\u63a5\uff09\u4e2d\u5f00\u8f9f\u84dd\u6d77\u7684\u7cbe\u5de7\u4ea7\u54c1\uff0c\u7406\u5ff5\u5148\u8fdb\u3002\u4f46\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u89c4\u5219\u5f15\u64ce\u7684\u900f\u660e\u4e0e\u5f3a\u5927\u7a0b\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u627e\u5230\u5e76\u6df1\u8015\u90a3\u4e9b\u6700\u80fd\u4f53\u73b0\u5176\u6548\u7387\u4f18\u52bf\u7684\u7ec6\u5206\u573a\u666f\uff0c\u5f62\u6210\u53e3\u7891\u88c2\u53d8\u3002\u5f53\u524d25\u7968\u7684\u5173\u6ce8\u5ea6\uff0c\u4e5f\u8868\u660e\u5176\u4ecd\u9700\u5728\u5e02\u573a\u53d1\u58f0\u548c\u7528\u4f8b\u793a\u8303\u4e0a\u6295\u5165\u66f4\u591a\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\">Revolink: Smart Multi-Path Links<\/span>\n <\/div>\n<div class=\"comment-content\">Revolink is the smart link infrastructure for modern marketers. One link, many paths \u2014 route visitors by country, device, OS, language, or schedule. Built for personalization, A\/B testing, and smarter campaigns \u2014 with real-time analytics and multilingual support.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! <\/p>\n<\/p>\n<p>The idea of using one short link as an engine for A\/B tests and localized campaigns is a game-changer. It makes marketing so much smarter and easier. I also saw you already support 11 languages, which is huge! Any plans to add Italian soon?<\/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\/@alina_anitei\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_anitei<\/a> Thank you for your congratulations \u2764\ufe0f We are ready to expand the list of supported languages based on customer needs. For the launch, we chose a list of the 11 most popular languages. But it will not be a problem for us to add Italian in the near future. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very cool concept. Curious \u2014 how do you handle conflicts when multiple redirect rules match a visitor (for example country + device + time)? Is there a priority system or rule order?<\/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\/@ali_goldberg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ali_goldberg<\/a> It’s quite simple: the system chooses the most appropriate rule between the two.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>After months of late-night coding sessions, I\u2019m excited to launch Revolink \u2014 One short link, many paths \ud83d\ude80<\/p>\n<p>I built Revolink because traditional short links felt too static \u2014 one link, one destination.<br \/>With Revolink, a single short link can have multiple routes, and each one can activate based on where, when, and how your visitor clicks.<\/p>\n<p>Here\u2019s what\u2019s inside \ud83d\udc47<\/p>\n<p>\u25c6 Smart redirects \u2014 define custom rules by country, city, device, OS, browser, active hours, or even weekdays.<br \/>\u25c6 UTM Builder \u2014 create and reuse campaign parameters with ease (works with any redirect rule).<br \/>\u25c6 Default & fallback rules \u2014 your links always stay live, even if no condition matches.<br \/>\u25c6 Per-rule passwords \u2014 protect specific redirects or use one global password.<br \/>\u25c6 Detailed analytics \u2014 get real-time insights by country, city, browser, device, OS, top rules, and referrers \u2014 everything you need to understand your audience and optimize performance.<\/p>\n<p>\u25c6 Multilingual experience \u2014 available in:<br \/>\ud83c\uddec\ud83c\udde7 English <a href=\"https:\/\/revolink.link\/en\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/en\/<\/a><\/p>\n<p>\ud83c\uddfa\ud83c\udde6 Ukrainian <a href=\"https:\/\/revolink.link\/uk\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/uk\/<\/a><\/p>\n<p>\ud83c\uddea\ud83c\uddf8 Spanish <a href=\"https:\/\/revolink.link\/es\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/es\/<\/a><\/p>\n<p>\ud83c\uddef\ud83c\uddf5 Japanese <a href=\"https:\/\/revolink.link\/ja\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/ja\/<\/a><\/p>\n<p>\ud83c\uddf8\ud83c\udde6 Arabic <a href=\"https:\/\/revolink.link\/ar\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/ar\/<\/a><\/p>\n<p>\ud83c\uddf5\ud83c\uddf9 Portuguese <a href=\"https:\/\/revolink.link\/pt\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/pt\/<\/a><\/p>\n<p>\ud83c\uddeb\ud83c\uddf7 French <a href=\"https:\/\/revolink.link\/fr\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/fr\/<\/a><\/p>\n<p>\ud83c\udde9\ud83c\uddea German <a href=\"https:\/\/revolink.link\/de\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/de\/<\/a><\/p>\n<p>\ud83c\uddf9\ud83c\udded Thai <a href=\"https:\/\/revolink.link\/th\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/th\/<\/a><\/p>\n<p>\ud83c\uddee\ud83c\udde9 Indonesian <a href=\"https:\/\/revolink.link\/id\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/id\/<\/a><\/p>\n<p>\ud83c\udde8\ud83c\uddf3 Chinese <a href=\"https:\/\/revolink.link\/zh\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link\/zh\/<\/a><\/p>\n<p>Revolink isn\u2019t just a shortener \u2014 it\u2019s a conditional redirect engine for smarter marketing.<br \/>Perfect for localized campaigns, A\/B tests, and personalized flows \u2014 all from a single short link.<\/p>\n<p>Built solo, with \u2764\ufe0f for performance and simplicity.<br \/>Would love your thoughts and feedback \ud83d\ude4c<\/p>\n<p>\u2192 <a href=\"https:\/\/revolink.link\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/revolink.link<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations 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=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@maksymyaroshchuk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"maksymyaroshchuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@maksymyaroshchuk<\/a> Looks promising! \ud83d\ude80 I like the idea of turning a short link into a small routing engine \u2013 the ability to adapt destinations based on context (location, device, time, etc.) opens up some really interesting use cases for campaigns and experiments. What kind of use cases you\u2019re seeing most so far \u2013 more marketing campaigns or product flows?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FUME4S6ZHISKCA\" class=\"app-title\">Design Diff<\/a><\/p>\n<div class=\"one-liner\">Figma vs. Production: Catch every mismatch instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">25<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI\u548c\u50cf\u7d20\u7ea7\u5206\u6790\uff0c\u81ea\u52a8\u5bf9\u6bd4Figma\u8bbe\u8ba1\u7a3f\u4e0e\u7ebf\u4e0a\u4ea7\u54c1\u5b9e\u73b0\u5dee\u5f02\uff08\u5982\u95f4\u8ddd\u3001\u989c\u8272\u3001\u5143\u7d20\u7f3a\u5931\uff09\uff0c\u5e76\u80fd\u4e00\u952e\u751f\u6210\u95ee\u9898\u5355\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u8bbe\u8ba1\u4ea4\u4ed8\u8fc7\u7a0b\u4e2d\u4eba\u5de5\u6838\u5bf9\u8017\u65f6\u8d39\u529b\u3001\u6613\u51fa\u9519\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d6b6ee2-eeee-496d-ab01-a37d5a8e23a3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a2b01ebe-e32a-4b0b-bbfc-a7ded5853358.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1a63fc53-8b3f-4645-99c9-0dfa6e639e0a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/839936ac-b9b6-46db-889d-52976c377a90.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/41dde914-81bf-4791-9795-92ab89930f6c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e683df07-77d6-4954-9d18-7bc4f8846b25.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\/85e3adf2-00a8-4766-aee0-552d9d5128a2.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/qBZgVS3d4wE\"><source src=\"https:\/\/youtu.be\/qBZgVS3d4wE\" 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\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bbe\u8ba1\u5f00\u53d1\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u8d70\u67e5<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u56de\u5f52\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">UI\u9a8c\u6536<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316QA<\/span><br \/>\n <span class=\"tag\">\u50cf\u7d20\u7ea7\u6bd4\u5bf9<\/span><br \/>\n <span class=\"tag\">Figma\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u63d0\u6548<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u4e00\u81f4\u6027\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u8d28\u68c0<\/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\u5229\u7528AI\u52a0\u901f\u6267\u884c\u7684\u4ef7\u503c\uff0c\u5173\u6ce8\u5176\u8282\u7701\u56e2\u961f\u8fd4\u5de5\u65f6\u95f4\u7684\u6f5c\u529b\u3002\u5177\u4f53\u95ee\u9898\u5305\u62ec\uff1a\u662f\u5426\u652f\u6301\u68c0\u6d4b\u54cd\u5e94\u5f0f\u5e03\u5c40\u95ee\u9898\uff0c\u4ee5\u53ca\u671f\u5f85\u770b\u5230\u9488\u5bf9\u4e0d\u540c\u89c4\u6a21\u56e2\u961f\u7684\u7528\u4f8b\u7814\u7a76\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 Design Diff\u7784\u51c6\u4e86\u4e00\u4e2a\u7ecf\u5178\u4e14\u987d\u56fa\u7684\u884c\u4e1a\u75db\u70b9\u2014\u2014\u201c\u8bbe\u8ba1\u8fd8\u539f\u5ea6\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u201c\u627e\u4e0d\u540c\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5c06\u975e\u6807\u51c6\u5316\u7684\u3001\u4f9d\u8d56\u4eba\u773c\u4e0e\u4e3b\u89c2\u7ecf\u9a8c\u7684\u89c6\u89c9\u9a8c\u6536\u8fc7\u7a0b\uff0c\u6807\u51c6\u5316\u3001\u81ea\u52a8\u5316\u3001\u5e76\u878d\u5165\u5de5\u4f5c\u6d41\u3002\u4ea7\u54c1\u601d\u8def\u6e05\u6670\uff1a\u4ee5Chrome\u6269\u5c55\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff0c\u4ee5AI\u4e0e\u50cf\u7d20\u5206\u6790\u63d0\u4f9b\u6bd4\u4eba\u773c\u66f4\u7a33\u5b9a\u3001\u7ec6\u81f4\u7684\u68c0\u6d4b\u57fa\u51c6\uff0c\u6700\u540e\u901a\u8fc7\u5bf9\u63a5Linear\/Jira\u5c06\u53d1\u73b0\u7684\u95ee\u9898\u76f4\u63a5\u8f6c\u5316\u4e3a\u53ef\u8ffd\u8e2a\u7684\u4efb\u52a1\uff0c\u5f62\u6210\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u6280\u672f\u5929\u82b1\u677f\uff1aUI\u5dee\u5f02\u7684\u5224\u5b9a\u5b58\u5728\u5927\u91cf\u201c\u6a21\u7cca\u5730\u5e26\u201d\uff08\u5982\u9634\u5f71\u6e32\u67d3\u3001\u52a8\u6001\u5185\u5bb9\u3001\u4ea4\u4e92\u52a8\u6548\uff09\uff0cAI\u80fd\u5426\u7406\u89e3\u8bbe\u8ba1\u610f\u56fe\u800c\u975e\u673a\u68b0\u6bd4\u5bf9\u50cf\u7d20\uff0c\u51b3\u5b9a\u4e86\u5176\u5de5\u5177\u5c5e\u6027\u4e0a\u9650\u662f\u201c\u9ad8\u6548\u52a9\u624b\u201d\u8fd8\u662f\u201c\u53ef\u9760\u88c1\u5224\u201d\u3002\u5176\u6b21\uff0c\u5e02\u573a\u5b9a\u4f4d\uff1a\u5728\u521d\u521b\u56e2\u961f\u8ffd\u6c42\u901f\u5ea6\u4e0e\u5728\u5927\u4f01\u4e1a\u8ffd\u6c42\u6d41\u7a0b\u89c4\u8303\u7684\u4e24\u79cd\u573a\u666f\u4e0b\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u548c\u963b\u529b\u70b9\u4e0d\u540c\u3002\u5c0f\u56e2\u961f\u53ef\u80fd\u66f4\u9700\u8981\u5b83\uff0c\u4f46\u4ed8\u8d39\u610f\u613f\u5f31\uff1b\u5927\u4f01\u4e1a\u6d41\u7a0b\u590d\u6742\uff0c\u96c6\u6210\u4e0e\u5408\u89c4\u6210\u672c\u9ad8\u3002\u6700\u540e\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u54cd\u5e94\u5f0f\u5e03\u5c40\u7684\u63d0\u95ee\u76f4\u6307\u6838\u5fc3\u2014\u2014\u73b0\u4ee3UI\u662f\u52a8\u6001\u3001\u591a\u72b6\u6001\u7684\uff0c\u4ec5\u5bf9\u6bd4\u9759\u6001\u5e27\u53ef\u80fd\u8fdc\u8fdc\u4e0d\u591f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u5728\u6b63\u786e\u65b9\u5411\u4e0a\u9887\u5177\u6f5c\u529b\u7684\u6548\u7387\u5de5\u5177\u3002\u5b83\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u89e3\u51b3\u65b9\u6848\u201d\u6210\u957f\u4e3a\u201c\u56e2\u961f\u5fc5\u5907\u57fa\u5efa\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u6280\u672f\u5bf9\u590d\u6742\u573a\u666f\u7684\u8986\u76d6\u6df1\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u201c\u53d1\u73b0\u66f4\u591a\u95ee\u9898\u201d\u4e0e\u201c\u907f\u514d\u65e0\u5173\u566a\u58f0\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u771f\u6b63\u4e3a\u56e2\u961f\u51cf\u8d1f\u800c\u975e\u589e\u52a0\u65b0\u7684\u5ba1\u67e5\u8d1f\u62c5\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\">Design Diff<\/span>\n <\/div>\n<div class=\"comment-content\">Design Diff bridges the gap between Figma and production. Catch spacing drift, color mismatches, and missing elements\u2014then push issues to Linear or Jira in one click. Run a quick audit in 45s, or a deep audit in 2 min. Free to start.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey Product Hunt! \ud83d\udc4b<\/strong><\/p>\n<\/p>\n<p>We’re Rags and the team at Floto \u2014 and we built Design Diff to solve a problem that was driving us insane.<\/p>\n<\/p>\n<p><strong>Here’s what kept happening:<\/strong><\/p>\n<p>We’d build a feature. Check on staging. Something’s off \u2014 the spacing’s wrong, that button’s the wrong color, the modal doesn’t match the frame. Now what?<\/p>\n<\/p>\n<p>Either someone (usually our poor designer) spends hours documenting every deviation, creating tickets, annotating screenshots… or we just ship it and let the design debt pile up. Did a bit of both. Neither is what we want.<\/p>\n<\/p>\n<p>At some point, we thought we’d cracked it with Figma MCP + Claude Code. We hadn’t. In some cases, it actually got <em>worse<\/em> \u2014 implementations drifted even further because “the AI was handling it.”<\/p>\n<p>So we built Design Diff to solve this. Started out as a web app where we could upload implementation screenshots and connect to Figma to pull the reference. We’ve also now added a Chrome extension to directly do this from the browser.<\/p>\n<p><strong>Here’s how it works:<\/strong><\/p>\n<ol>\n<li>\n<p>From the Chrome extension we open any live page or staging environment, connect our Figma frame directly (no exports), and kick off a Diff<\/p>\n<\/li>\n<li>\n<p>The Diff does a bunch of AI & pixel-level analysis and we get categorised issues with pixel-precise locations and side-by-side and overlapped visual comparisons.<\/p>\n<\/li>\n<li>\n<p>We’ve also integrated with Linear and Jira so we can push full details in one-click, pre-formatted with screenshots.<\/p>\n<\/li>\n<li>\n<p>And we’ve done some neat stuff like add a mode where we ignore lorem-ipsum type copy or repeated dynamic elements, auto-select the best match reference image from the Figma file etc.<\/p>\n<\/li>\n<\/ol>\n<p><strong>Turns out this isn’t just our problem. <\/strong><\/p>\n<\/p>\n<p>We started talking to other designers.<strong> <\/strong>Every team we spoke to had the same frustration: the implementation never <em>quite<\/em> matches the design, and catching those differences is manual, tedious, soul-crushing work.<\/p>\n<p><strong>Who’s using it:<\/strong> Designers protecting visual integrity. Frontend devs checking work before shipping. QA engineers running visual regression without the eyeball fatigue. PMs who want polished interfaces without the back-and-forth tax.<\/p>\n<\/p>\n<p><strong>So we’ve packaged this up<\/strong> and dropping it here today to see if there’s a wider audience. Or even if this isn’t the exact solution \u2014 we’d love to hear from people with similar problems that we could build Design Diff to solve.<\/p>\n<p><strong>Free to use and explore:<\/strong> 1,000 credits to start, no card required. Top-ups from $10.<\/p>\n<p>And if this solves something real for you, an upvote means the world. Thank you \ud83d\ude4f<\/p>\n<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Happy Monday an excited to hunt <a href=\"https:\/\/www.producthunt.com\/@ragsontherocks\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ragsontherocks\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ragsontherocks<\/a> and <a href=\"https:\/\/www.producthunt.com\/products\/design-diff\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"design-diff\" target=\"_blank\" rel=\"noopener\">@Design Diff<\/a> today! I’m really happy to see a great usage of AI to accelerate execution for all stakeholders from design teams to PMs. <\/p>\n<\/p>\n<p>The time, energy and resources team waste on find tuning designs or figure out things were not on spot after launch impede innovation time. <\/p>\n<\/p>\n<p>Curious to see how it is used both by startups and larger teams. <\/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\">@illaigescheit Thanks so much for hunting us, Illai! \ud83d\ude4f<\/p>\n<p>Totally agree on the innovation time point \u2014 we\u2019ve had teams tell us that they lose days per sprint on the back and forth trying to identify and fix these issues.<\/p>\n<p>Would love to hear what folks think could make Design Diff even more valuable for teams. Always looking to build what people actually need, not just what we think they need!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the Chrome extension integration! Does it also detect responsive layout issues across breakpoints?<\/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>Would be interesting to see how startups vs. large enterprises use this differently\u2014any case studies planned?<\/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<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ \u4e3a\u6240\u6709\u53ef\u70b9\u51fb\u5143\u7d20\u6dfb\u52a0\u89e6\u6478\u53cd\u9988\n const clickableElements = document.querySelectorAll(\n '.media-content, .close, .video-overlay, .play-icon'\n );<\/p>\n<p> clickableElements.forEach(el => {\n el.style.touchAction = 'manipulation'; \/\/ \u9632\u6b62\u53cc\u51fb\u7f29\u653e\n });\n }\n }<\/p>\n<p> \/\/ \u4e3a\u6240\u6709\u56fe\u7247\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\n const images = document.querySelectorAll(\"img.media-content\");\n images.forEach(img => {\n img.onclick = function() {\n modal.style.display = \"block\";\n modalImg.src = this.src;\n \/\/ \u963b\u6b62\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"hidden\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n img.addEventListener('touchstart', function(e) {\n \/\/ \u9632\u6b62\u89e6\u6478\u4e8b\u4ef6\u89e6\u53d1\u4e0d\u5fc5\u8981\u7684\u884c\u4e3a\n e.preventDefault();\n this.click();\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6 - \u8df3\u8f6c\u5230\u89c6\u9891URL\n const videos = document.querySelectorAll(\"video.media-content\");\n videos.forEach(video => {\n \/\/ \u70b9\u51fb\u89c6\u9891\u672c\u8eab\u65f6\u8df3\u8f6c\u5230\u89c6\u9891URL\n video.onclick = function(e) {\n \/\/ \u68c0\u67e5\u70b9\u51fb\u76ee\u6807\u662f\u5426\u662f\u89c6\u9891\u63a7\u4ef6\u6216\u5176\u5b50\u5143\u7d20\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> \/\/ \u5411\u4e0a\u904d\u5386DOM\uff0c\u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\u5143\u7d20\n while (target && target !== this) {\n \/\/ \u68c0\u67e5\u662f\u5426\u6709\u63a7\u4ef6\u76f8\u5173\u7684\u7c7b\u540d\u6216\u5c5e\u6027\n if (target.classList.contains('video-js') || \n target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.tagName.toLowerCase() === 'select' ||\n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> \/\/ \u53ea\u6709\u5f53\u70b9\u51fb\u7684\u662f\u89c6\u9891\u672c\u8eab\u800c\u975e\u63a7\u4ef6\u65f6\u624d\u8df3\u8f6c\n if (!isControlClick && e.target.tagName.toLowerCase() === 'video') {\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n video.addEventListener('touchstart', function(e) {\n \/\/ \u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> while (target && target !== this) {\n if (target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> if (!isControlClick) {\n e.preventDefault();\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u906e\u7f69\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\uff0c\u786e\u4fdd\u70b9\u51fb\u906e\u7f69\u4e5f\u80fd\u8df3\u8f6c\n const videoOverlays = document.querySelectorAll('.video-overlay');\n videoOverlays.forEach(overlay => {\n overlay.onclick = function(e) {\n \/\/ \u963b\u6b62\u4e8b\u4ef6\u5192\u6ce1\u5230\u89c6\u9891\u5143\u7d20\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n overlay.addEventListener('touchstart', function(e) {\n e.preventDefault();\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u5173\u95ed\u6a21\u6001\u6846\n closeBtn.onclick = function() {\n modal.style.display = \"none\";\n \/\/ \u6062\u590d\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"auto\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n closeBtn.addEventListener('touchstart', function(e) {\n e.preventDefault();\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }, { passive: false });\n }<\/p>\n<p> \/\/ \u70b9\u51fb\u6a21\u6001\u6846\u5916\u90e8\u5173\u95ed\n window.onclick = function(event) {\n if (event.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n modal.addEventListener('touchstart', function(e) {\n if (e.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }, { passive: true });\n }<\/p>\n<p> \/\/ \u6309ESC\u952e\u5173\u95ed\u6a21\u6001\u6846\n document.addEventListener('keydown', function(event) {\n if (event.key === 'Escape' && modal.style.display === 'block') {\n modal.style.display = 'none';\n document.body.style.overflow = \"auto\";\n }\n });<\/p>\n<p> \/\/ \u68c0\u67e5\u6bcf\u4e2a\u5a92\u4f53\u753b\u5eca\u4e2d\u662f\u5426\u53ea\u6709\u4e00\u4e2a\u9879\u76ee\uff0c\u5982\u679c\u662f\uff0c\u6dfb\u52a0single-item\u7c7b\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n }\n });<\/p>\n<p> \/\/ \u521d\u59cb\u5316\u89e6\u6478\u4f18\u5316\n addTouchOptimization();<\/p>\n<p> \/\/ \u7a97\u53e3\u5927\u5c0f\u53d8\u5316\u65f6\u91cd\u65b0\u68c0\u67e5\u753b\u5eca\u72b6\u6001\n window.addEventListener('resize', function() {\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n } else {\n gallery.classList.remove('single-item');\n }\n });\n });<\/p>\n<p> \/\/ --- \u8bc4\u8bba\u533a\u57df\u6298\u53e0\/\u5c55\u5f00\u529f\u80fd ---\n const commentToggles = document.querySelectorAll('.comments-toggle');<\/p>\n<p> commentToggles.forEach(toggle => {\n toggle.addEventListener('click', function() {\n \/\/ \u5207\u6362\u5f53\u524dtoggle\u7684open\u72b6\u6001\n this.classList.toggle('open');<\/p>\n<p> \/\/ \u83b7\u53d6\u5bf9\u5e94\u7684\u8bc4\u8bba\u5bb9\u5668\n const commentsContainer = this.nextElementSibling;\n if (commentsContainer && commentsContainer.classList.contains('comments-container')) {\n commentsContainer.classList.toggle('open');\n }\n });\n });\n<\/script><\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-03-09 PH\u70ed\u699c | 2026-03-09 #1 Timel […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"template-clean-canvas.php","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-156","post","type-post","status-publish","format-standard","hentry","category-producthunt"],"_links":{"self":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts\/156","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/comments?post=156"}],"version-history":[{"count":0,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts\/156\/revisions"}],"wp:attachment":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/media?parent=156"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/categories?post=156"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/tags?post=156"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}