\n \n \n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-12<\/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 | 2026-01-12<\/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\/CXHTGA464IMMY4\" class=\"app-title\">Atlas.new<\/a><\/p>\n<div class=\"one-liner\">The AI agent for maps and spatial data<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">398<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Atlas.new\u662f\u4e00\u6b3eAI\u5730\u56fe\u4e0e\u7a7a\u95f4\u6570\u636e\u667a\u80fd\u4f53\uff0c\u8ba9\u975eGIS\u4e13\u4e1a\u4eba\u5458\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0c\u5373\u53ef\u5feb\u901f\u521b\u5efa\u5730\u56fe\u3001\u8fdb\u884c\u7a7a\u95f4\u5206\u6790\u5e76\u6784\u5efa\u7a7a\u95f4\u5e94\u7528\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\u64cd\u4f5c\u590d\u6742\u3001\u4f9d\u8d56\u4e13\u4e1a\u6280\u80fd\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\/6726a66e-2e5f-430b-a4c3-4c7188bfd3c1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/62f8b1f5-5887-46e9-9dd3-5267fe8fbbee.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c032c5a7-e893-4115-9bc6-6ea15be98527.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3da48aab-3d68-4563-bf75-ae7118d63cd9.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\/66dbc594-31df-419f-bef9-a7fc0a5f3c54.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=-nDUYlTTJEE\"><source src=\"https:\/\/www.youtube.com\/watch?v=-nDUYlTTJEE\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Maps<\/span><br \/>\n <span class=\"tag\">Data Visualization<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5730\u56fe\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u7a7a\u95f4\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5730\u7406\u4fe1\u606f\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u7a7a\u95f4\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u65e0\u4ee3\u7801\u3001AI\u9a71\u52a8\u7684\u521b\u65b0\u7406\u5ff5\u53ca\u534f\u4f5c\u4ef7\u503c\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u6280\u672f\u67b6\u6784\uff08\u5982Python+Maplibre\uff09\u3001\u591a\u7528\u6237\u7f16\u8f91\u7684\u7248\u672c\u63a7\u5236\u4e0e\u51b2\u7a81\u89e3\u51b3\u673a\u5236\u3001\u79fb\u52a8\u7aef\u652f\u6301\u8ba1\u5212\uff0c\u4ee5\u53ca\u81ea\u52a8\u5316\u5408\u89c4\u529f\u80fd\u7684\u5b9e\u73b0\u7a0b\u5ea6\u3002\u90e8\u5206\u7528\u6237\u4ece\u57ce\u5e02\u89c4\u5212\u3001\u7269\u6d41\u7b49\u5b9e\u9645\u573a\u666f\u51fa\u53d1\uff0c\u80af\u5b9a\u4e86\u5176\u5e94\u7528\u6f5c\u529b\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Atlas.new\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u529f\u80fd\u66f4\u82b1\u54e8\u7684GIS\u5de5\u5177\uff0c\u800c\u5728\u4e8e\u626e\u6f14\u4e00\u4e2a\u201c\u7a7a\u95f4\u667a\u80fd\u7ffb\u8bd1\u5668\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u662f\u5c06\u201c\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u201d\u7f16\u8bd1\u6210\u201c\u7a7a\u95f4\u64cd\u4f5c\u201d\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u8bd5\u56fe\u89e3\u6784\u5e76\u6c11\u4e3b\u5316\u5730\u7406\u4fe1\u606f\u79d1\u5b66\u7684\u6280\u672f\u58c1\u5792\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u65e9\u671f\u7528\u6237\u5174\u594b\u70b9\u6b63\u6e90\u4e8e\u6b64\u2014\u2014\u975e\u6280\u672f\u56e2\u961f\u83b7\u5f97\u4e86\u76f4\u63a5\u8fdb\u884c\u7a7a\u95f4\u8868\u8fbe\u4e0e\u51b3\u7b56\u7684\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u65e0\u9700GIS\u4e13\u5bb6\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u4e00\u65b9\u9762\uff0c\u5b83\u786e\u5b9e\u5927\u5e45\u964d\u4f4e\u4e86\u95e8\u69db\uff0c\u5f00\u62d3\u4e86\u7269\u6d41\u89c4\u5212\u3001\u57ce\u5e02\u5c55\u793a\u3001\u5185\u90e8\u6570\u636e\u770b\u677f\u7b49\u8f7b\u91cf\u7ea7\u573a\u666f\u5e02\u573a\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5bf9\u4e8e\u6d89\u53ca\u590d\u6742\u7a7a\u95f4\u6a21\u578b\u3001\u9ad8\u7cbe\u5ea6\u5206\u6790\u6216\u4e25\u683c\u6570\u636e\u6cbb\u7406\u7684\u4e13\u4e1a\u573a\u666f\uff0c\u5f53\u524d\u5f62\u6001\u53ef\u80fd\u4ecd\u663e\u5355\u8584\u3002\u7528\u6237\u5173\u4e8e\u201c\u7248\u672c\u63a7\u5236\u4e0e\u51b2\u7a81\u89e3\u51b3\u201d\u7684\u5c16\u9510\u63d0\u95ee\uff0c\u6070\u6070\u523a\u4e2d\u4e86\u4ea7\u54c1\u4ece\u201c\u4e2a\u4eba\u73a9\u5177\u201d\u8fc8\u5411\u201c\u56e2\u961f\u751f\u4ea7\u5de5\u5177\u201d\u65f6\u5fc5\u987b\u8de8\u8d8a\u7684\u534f\u4f5c\u4e0e\u5de5\u7a0b\u5316\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u56e2\u961f\u56de\u5e94\u6280\u672f\u6808\u4e3a\u201cPython + AWS + Maplibre\u201d\uff0c\u8fd9\u66b4\u9732\u4e86\u5176\u4e91\u539f\u751f\u3001\u96c6\u6210\u73b0\u6709\u5f00\u6e90\u751f\u6001\u7684\u52a1\u5b9e\u8def\u5f84\u3002\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5176AI\u667a\u80fd\u4f53\u5bf9\u7528\u6237\u6a21\u7cca\u610f\u56fe\u7684\u7406\u89e3\u6df1\u5ea6\u3001\u7a7a\u95f4\u5206\u6790\u64cd\u4f5c\u7684\u53ef\u9760\u6027\uff0c\u4ee5\u53ca\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u5373\u4f7f\u51fa\u9519\u4e5f\u6613\u4e8e\u4eba\u7c7b\u6821\u6b63\u7684\u4ea4\u4e92\u6d41\u7a0b\u3002\u82e5\u8fd9\u4e9b\u57fa\u7840\u4f53\u9a8c\u4e0d\u7a33\uff0c\u6240\u8c13\u201c\u9769\u547d\u6027\u201d\u5c06\u5f88\u5feb\u892a\u8272\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cAtlas.new\u4ee3\u8868\u4e86GIS\u9886\u57df\u4e00\u4e2a\u660e\u786e\u7684\u201c\u6d88\u8d39\u5316\u201d\u8d8b\u52bf\uff1a\u529f\u80fd\u4ece\u5b8c\u5907\u8d70\u5411\u654f\u6377\uff0c\u7528\u6237\u4ece\u4e13\u5bb6\u8d70\u5411\u5927\u4f17\uff0c\u4ea4\u4e92\u4ece\u83dc\u5355\u70b9\u51fb\u8d70\u5411\u5bf9\u8bdd\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u590d\u523b\u4e86\u591a\u5c11ArcGIS\u7684\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5728\u7279\u5b9a\u5782\u76f4\u573a\u666f\uff08\u5982\u96f6\u552e\u9009\u5740\u3001\u6d3b\u52a8\u89c4\u5212\uff09\u4e2d\uff0c\u521b\u9020\u51fa\u6bd4\u7535\u5b50\u8868\u683c+\u9759\u6001\u5730\u56fe\u66f4\u6d41\u7545\u3001\u66f4\u667a\u80fd\u7684\u51b3\u7b56\u5de5\u4f5c\u6d41\u3002\u8fd9\u6761\u8def\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u6cbf\u9014\u5e03\u6ee1\u4e86\u5bf9AI\u53ef\u9760\u6027\u3001\u4ea7\u54c1\u5de5\u7a0b\u5316\u53ca\u5e02\u573a\u6559\u80b2\u7684\u4e25\u5cfb\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\">Atlas.new<\/span>\n <\/div>\n<div class=\"comment-content\">Create maps, run analysis, and build spatial apps with AI – no GIS specialists required<\/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 We\u2019re excited to launch Atlas.new \u2014 build real map-based apps by describing what you need. No code, no GIS, no developers. Would love your feedback!<\/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\/@fredrik_moger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fredrik_moger<\/a> hey! how do you handle versioning and conflict resolution when multiple teammates edit layers or datasets at once, so changes stay traceable without slowing down fast, collaborative mapping workflows?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Good luck with your launch!<\/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\/@dmitry_zakharov_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitry_zakharov_ai<\/a> thanks a lot!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dmitry_zakharov_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitry_zakharov_ai<\/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 awesome! Congratz with the launch \ud83d\udd25\ud83d\udd25<\/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\/@benjaminbekken\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@benjaminbekken<\/a> Thanks a lot! Means a lot \ud83d\udd25<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing, it’s a real use case for many businesses out there.<br \/>I remember having to build customised map multiple time for different companies.<\/p>\n<p>Congrats!<\/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\/@anujkapasia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anujkapasia<\/a> Exactly that! Thanks a lot! \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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks <a href=\"https:\/\/www.producthunt.com\/@anujkapasia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anujkapasia<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2013 love the collaborative, browser\u2011first approach to GIS!<\/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\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Thanks!! GIS should be fun<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/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>So excited to release this!! \ud83d\udd25<\/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>Oh wow love this one! <\/p>\n<p>What tech stack and libraries did you use for the core mapping engine and spatial analysis operations?<\/p>\n<\/p>\n<p>Congrats on your launch \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> Python + AWS + Maplibre! Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the no-code AI twist on GIS\u2014turning descriptions into interactive maps\/apps is game-changing for non-tech teams. As someone in HK dealing with dense urban data, this could simplify logistics viz. Congrats on launch #3, Fredrik! Any plans for mobile support? \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hkklaus97\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hkklaus97<\/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>The ongoing compliance support caught my eye. How much of that is truly automated versus guided checklists and reminders?<\/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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> everything is automated<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Beautiful product! Kudos to the team! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats<a href=\"https:\/\/www.producthunt.com\/@fredrik_moger\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"fredrik_moger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fredrik_moger<\/a>,<a href=\"https:\/\/www.producthunt.com\/@haraldtr\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"haraldtr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haraldtr<\/a> & <a href=\"https:\/\/www.producthunt.com\/@vegardloewe\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vegardloewe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vegardloewe<\/a>, this is the future of GIS!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Hi Fredrik, <\/p>\n<p>I just checked out <a href=\"http:\/\/Atlas.co\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Atlas.co<\/strong><\/a><strong> 2<\/strong> and like how it lets you build maps and spatial apps right in the browser without coding. It seems like a great way to visualize and share geographic data with your team easily.<\/p>\n<p>A couple of questions to your team:<br \/>\u2022 Do you think no-code spatial tools like this can replace traditional GIS software in the future? <br \/>\u2022 What kinds of projects this tool can be very helpful for? (e.g., data dashboards, site planning, research)?<\/p>\n<p>Would love to see how others plan to use Atlas in 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>Looking good – and very interesting product for a city planner like me (well – at least im a educated city planner – not practicing)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/2WJFCGSWSDH7RQ\" class=\"app-title\">PicKey AI<\/a><\/p>\n<div class=\"one-liner\">Secure your master password with a fun memory you love!<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">303<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>PicKey AI\u662f\u4e00\u6b3e\u5229\u7528\u7528\u6237\u559c\u7231\u7684\u7167\u7247\u548c3D\u89d2\u8272\u751f\u6210\u9ad8\u5f3a\u5ea6\u4e3b\u5bc6\u7801\u7684\u89c6\u89c9\u5bc6\u7801\u7ba1\u7406\u5668\uff0c\u901a\u8fc7\u65e0\u9700\u8bb0\u5fc6\u548c\u8f93\u5165\u590d\u6742\u6587\u672c\u5bc6\u7801\u7684\u65b9\u5f0f\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u79fb\u52a8\u548c\u684c\u9762\u7aef\u7ba1\u7406\u3001\u8bb0\u5fc6\u53ca\u8f93\u5165\u5bc6\u7801\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\/ea051d6e-cd96-43c2-9d85-be94c0a13b0a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/815df631-f0c1-4596-8c8c-b8b6dfddc16f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1824535e-72c9-4274-9485-605dc4d1825b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8ad13435-8c87-43f1-8091-db488f3c6824.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/210e856e-2194-4d3c-99d6-34bd0d0e49a4.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\/ff60ee1f-25bf-4e43-a1e4-947740742fb8.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/aEl1C7gyzQA\"><source src=\"https:\/\/youtu.be\/aEl1C7gyzQA\" 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\">Password manager<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5bc6\u7801\u7ba1\u7406\u5668<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u5bc6\u7801<\/span><br \/>\n <span class=\"tag\">AI\u8ba4\u8bc1<\/span><br \/>\n <span class=\"tag\">\u65e0\u5b58\u50a8\u5bc6\u7801<\/span><br \/>\n <span class=\"tag\">\u4e3b\u5bc6\u7801\u66ff\u4ee3<\/span><br \/>\n <span class=\"tag\">\u751f\u7269\u8bc6\u522b\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5ead\u5171\u4eab<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5316\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u5b89\u5168\u521b\u65b0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e24\u6781\u3002\u79ef\u6781\u8bc4\u4ef7\u8ba4\u4e3a\u5176\u89c6\u89c9\u8bb0\u5fc6\u6982\u5ff5\u65b0\u9896\u3001\u76f4\u89c2\uff0c\u80fd\u6539\u5584\u5bb6\u5ead\u5bc6\u7801\u4e60\u60ef\u3002\u4e3b\u8981\u7591\u95ee\u548c\u62c5\u5fe7\u96c6\u4e2d\u5728\uff1a\u5b9e\u9645\u767b\u5f55\u6d41\u7a0b\u4e0d\u6e05\u6670\u3001\u7f51\u7ad9\u548c\u6269\u5c55\u7a0b\u5e8f\u5b89\u5168\u6027\u5b58\u7591\uff08\u5982\u6269\u5c55\u65e0\u9700\u8ba4\u8bc1\u5373\u53ef\u67e5\u770b\u5bc6\u7801\uff09\u3001\u5bf9\u7167\u7247\u968f\u65f6\u95f4\u53d8\u5316\u6216\u88ab\u76d7\u7528\u7684\u62c5\u5fe7\u3001\u4f01\u4e1a\u7ea7\u5e94\u7528\u6f5c\u529b\uff0c\u4ee5\u53ca\u5b98\u7f51\u8bbe\u8ba1\u6df7\u4e71\u5bfc\u81f4\u4fe1\u4efb\u611f\u964d\u4f4e\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 PicKey AI\u63d0\u51fa\u201c\u89c6\u89c9\u8bb0\u5fc6\u5373\u4e3b\u5bc6\u7801\u201d\u7684\u6838\u5fc3\u547d\u9898\uff0c\u5176\u98a0\u8986\u6027\u5728\u4e8e\u8bd5\u56fe\u7528\u9ad8\u71b5\u7684\u56fe\u50cf\u4fe1\u606f\u66ff\u4ee3\u4f4e\u71b5\u7684\u6587\u672c\u5bc6\u7801\uff0c\u5e76\u5ba3\u79f0\u901a\u8fc7\u201cMagicPass\u201d\u5b9e\u73b0\u5bc6\u7801\u7684\u5373\u65f6\u6570\u5b66\u518d\u751f\u800c\u975e\u5b58\u50a8\uff0c\u8fd9\u5728\u67b6\u6784\u4e0a\u6311\u6218\u4e86\u4f20\u7edf\u5bc6\u7801\u7ba1\u7406\u5668\u7684\u201c\u52a0\u5bc6\u4fdd\u9669\u5e93\u201d\u8303\u5f0f\u3002\u82e5\u5176\u6280\u672f\u5c5e\u5b9e\uff0c\u786e\u5b9e\u80fd\u4ece\u7406\u8bba\u4e0a\u89c4\u907f\u56e0\u6570\u636e\u5e93\u6cc4\u9732\u5bfc\u81f4\u7684\u5168\u76d8\u7686\u8f93\uff0c\u662f\u5176\u5728\u5b89\u5168\u53d9\u4e8b\u4e0a\u7684\u6700\u5927\u7b79\u7801\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u4ea7\u54c1\u5448\u73b0\u4e0e\u5b8f\u4f1f\u6784\u60f3\u4e4b\u95f4\u5b58\u5728\u663e\u8457\u88c2\u75d5\u3002\u9996\u5148\uff0c\u4fe1\u4efb\u5efa\u7acb\u5931\u8d25\u3002\u5b98\u7f51\u548c\u6c9f\u901a\u672a\u80fd\u6e05\u6670\u9610\u660e\u6700\u5173\u952e\u7684\u5b89\u5168\u95ed\u73af\uff1a\u7528\u6237\u5982\u4f55\u7528\u201c\u7167\u7247+3D\u7269\u54c1\u201d\u5b8c\u6210\u65e5\u5e38\u3001\u9ad8\u9891\u7684\u89e3\u9501\u52a8\u4f5c\uff1f\u662f\u6bcf\u6b21\u90fd\u9700\u8981\u62cd\u7167\uff0c\u8fd8\u662f\u4ec5\u521d\u6b21\u8bbe\u7f6e\uff1f\u5927\u91cf\u8bc4\u8bba\u5bf9\u6b64\u8868\u793a\u56f0\u60d1\uff0c\u800c\u56de\u590d\u5374\u672a\u80fd\u7ed9\u51fa\u76f4\u51fb\u8981\u5bb3\u7684\u6f14\u793a\u3002\u5176\u6b21\uff0c\u5b9e\u9645\u4f53\u9a8c\u51fa\u73b0\u5b89\u5168\u53cd\u566c\u3002\u6709\u7528\u6237\u6307\u51fa\u5176\u6d4f\u89c8\u5668\u6269\u5c55\u5728\u672a\u7ecf\u9a8c\u8bc1\u4e0b\u5373\u53ef\u5c55\u793a\u5bc6\u7801\uff0c\u8fd9\u4e0e\u5176\u5ba3\u4f20\u7684\u201c\u591a\u5c42\u9a8c\u8bc1\u201d\u4e25\u91cd\u77db\u76fe\uff0c\u662f\u81f4\u547d\u4f24\u3002\u6700\u540e\uff0c\u5176\u5927\u529b\u5ba3\u626c\u7684\u201c\u6e38\u620f\u5316\u201d\uff083D\u6536\u85cf\u54c1\uff09\u4e0e\u76ee\u6807\u7528\u6237\u4e2d\u201c\u5b89\u5168\u6781\u5ba2\u201d\u7684\u4e25\u8083\u9700\u6c42\u5b58\u5728\u8ba4\u77e5\u51b2\u7a81\uff0c\u53ef\u80fd\u635f\u5bb3\u4e13\u4e1a\u4fe1\u4efb\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cPicKey\u662f\u4e00\u573a\u9ad8\u98ce\u9669\u8d4c\u6ce8\u3002\u5b83\u8d4c\u7684\u662f\u7528\u6237\u613f\u610f\u7528\u201c\u7406\u89e3\u95e8\u69db\u201d\u548c\u201c\u65b0\u9896\u6d41\u7a0b\u98ce\u9669\u201d\u6765\u4ea4\u6362\u201c\u7406\u8bba\u4e0a\u7684\u66f4\u9ad8\u5b89\u5168\u4e0a\u9650\u201d\u3002\u4f46\u76ee\u524d\uff0c\u5b83\u8fc7\u4e8e\u8d85\u524d\u7684\u6982\u5ff5\u88ab\u7c97\u7cd9\u7684\u4ea7\u54c1\u843d\u5730\u6240\u62d6\u7d2f\uff0c\u66f4\u50cf\u4e00\u4e2a\u672a\u5b8c\u6210\u7684\u5b89\u5168\u5b9e\u9a8c\u54c1\uff0c\u800c\u975e\u4e00\u4e2a\u8ba9\u4eba\u5b89\u5fc3\u6258\u4ed8\u6240\u6709\u6570\u5b57\u94a5\u5319\u7684\u6210\u719f\u7ba1\u5bb6\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8e\u4e13\u5229\u6570\u91cf\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u5c06\u5929\u9a6c\u884c\u7a7a\u7684\u52a0\u5bc6\u6570\u5b66\uff0c\u8f6c\u5316\u4e3a\u7528\u6237\u6bcf\u5206\u6bcf\u79d2\u90fd\u65e0\u611f\u4e14\u53ef\u4fe1\u7684\u5b89\u5168\u4f53\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\">PicKey AI<\/span>\n <\/div>\n<div class=\"comment-content\">PicKey\u2019s AI uses your favorite picture along with a 3D character to create an exceptionally strong Master Password. You no longer need to type or remember any text passwords. PicKey, being a visual password manager blends absolute security with effortless usability.<\/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>\n<p>I\u2019m Gaurav, the founder of PicKey. Excited to launch on Product Hunt today! \ud83d\ude42 <\/p>\n<\/p>\n<p><strong>What is PicKey? \ud83d\udd10 <\/strong><\/p>\n<\/p>\n<p>PicKey is a new kind of password manager built around a simple idea:<br \/><strong>Your memory is your master password.<\/strong><\/p>\n<\/p>\n<p>You log in using :<\/p>\n<ul>\n<li>\n<p>a photo you love <\/p>\n<\/li>\n<li>\n<p>plus a 3D collectible layered on top.<\/p>\n<\/li>\n<\/ul>\n<p>No master password to remember. No complex strings or long secrets to type. <\/p>\n<\/p>\n<p><strong>The Problem<\/strong><\/p>\n<\/p>\n<p>For years, I watched friends, family and honestly myself struggle with:<\/p>\n<ul>\n<li>\n<p>Forgetting master passwords<\/p>\n<\/li>\n<li>\n<p>Managing long, complex strings<\/p>\n<\/li>\n<li>\n<p>Typing secrets on tiny screens<\/p>\n<\/li>\n<li>\n<p>Traditional password managers that still rely on \u201cone master password to rule them all\u201d<\/p>\n<\/li>\n<\/ul>\n<p>It felt broken.<\/p>\n<\/p>\n<p><strong>The Solution<\/strong><\/p>\n<\/p>\n<p>We built PicKey with a completely new authentication model:<\/p>\n<\/p>\n<p><strong>1. Visual Master Key :<\/strong><\/p>\n<p>You pick:<\/p>\n<ul>\n<li>\n<p>A <strong>personal photo<\/strong> (dog, bike, caf\u00e9, gaming setup, etc.)<\/p>\n<\/li>\n<li>\n<p>A <strong>3D collectible<\/strong> (dinosaurs, butterflies, music, horror, art, etc.)<\/p>\n<\/li>\n<\/ul>\n<p>You can even mark the key subjects in the photo, so verification focuses on what matters to you, making it personal and more accurate. You only need to <em>see<\/em> your Master Key to remember it.<\/p>\n<\/p>\n<p><strong>2. MagicPass<\/strong> (passwords without storing passwords) :<\/p>\n<p>MagicPass generates unique, strong passwords for every site: <\/p>\n<\/p>\n<p>\u274c They are never stored (not even encrypted)<\/p>\n<p>\u274c No password vault<\/p>\n<p>\u274c Nothing to steal in a breach<\/p>\n<\/p>\n<p>MagicPass passwords are always available; mathematically regenerated on the fly from your photo\u2019s neural memory. <\/p>\n<\/p>\n<p><strong>Why is PicKey Different from other Password Managers? \u2b50 <\/strong><\/p>\n<\/p>\n<p>PicKey combines visual memory, AI-based recognition, collectibles, on-the-fly password generation and patented security tech to create a login experience that\u2019s:<\/p>\n<ul>\n<li>\n<p>Playful, beautiful, and intuitive<\/p>\n<\/li>\n<li>\n<p>Built for both non-technical users and security nerds<\/p>\n<\/li>\n<li>\n<p>Exceptionally easier than remembering a master password<\/p>\n<\/li>\n<li>\n<p>Naturally resistant to brute force, phishing, rainbow tables, keylogging, dictionary attacks<\/p>\n<\/li>\n<\/ul>\n<p>Under the hood, we use:<\/p>\n<ul>\n<li>\n<p>Biometrics<\/p>\n<\/li>\n<li>\n<p>Secure KMS<\/p>\n<\/li>\n<li>\n<p>AES-256-GCM<\/p>\n<\/li>\n<li>\n<p>On-device verification<\/p>\n<\/li>\n<li>\n<p>End-to-end encryption<\/p>\n<\/li>\n<li>\n<p>Least-privilege architecture<\/p>\n<\/li>\n<li>\n<p>Phishing-resistant deep links<\/p>\n<\/li>\n<li>\n<p>Short-lived PKCE-style OAuth flows<\/p>\n<\/li>\n<\/ul>\n<p>Backed by multiple U.S. patents (12,010,234 B2 | 11,822,630 B2 | 11,792,201 B2 | 12,223,025 B2).<\/p>\n<\/p>\n<p><strong>Who It\u2019s For (and Use Cases) \ud83c\udfaf <\/strong><\/p>\n<\/p>\n<p>PicKey is built for:<\/p>\n<ul>\n<li>\n<p>Anyone who keeps forgetting passwords or master passwords<\/p>\n<\/li>\n<li>\n<p>People who hate typing long secrets on phones<\/p>\n<\/li>\n<li>\n<p>Families wanting safer online habits<\/p>\n<\/li>\n<li>\n<p>Non-technical users who want simplicity<\/p>\n<\/li>\n<li>\n<p>Security-conscious users who need something beyond \u201cjust another vault\u201d<\/p>\n<\/li>\n<li>\n<p>Anyone preparing for long-term digital safety, inheritance, or emergency sharing<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key Features & Benefits<\/strong><\/p>\n<\/p>\n<p>\ud83d\udd11 Visual Master Key: no typing, no text to remember <\/p>\n<p>\ud83e\udde0 Region-based recognition: you control what matters in your photo<\/p>\n<p>\u2728 MagicPass: strong passwords, never stored<\/p>\n<p>\ud83d\udc68\u200d\ud83d\udc69\u200d\ud83d\udc67 Sharing, Next of Kin & Living Will: protect your digital legacy<\/p>\n<p>\ud83d\udcf1 Mobile + Desktop: iOS app and Chrome, Firefox, Edge, Safari browser extensions <\/p>\n<p>\ud83c\udf81 Learn & Level Up: badges, collectibles, and free Pro rewards<\/p>\n<\/p>\n<p><strong>\ud83c\udf89 Special for Product Hunt \ud83c\udf89 <\/strong><\/p>\n<p>We\u2019re offering the PH community a discount on Pro & Pro-Family plans.<br \/>Use code PH20 at checkout (<a href=\"https:\/\/pickey.ai\/market\/sub.html?subscriptionType=PAID&offerId=d950e991-2578-11ed-9d97-eaba7f964f74&price=47.99¤cy=USD&customOfferName=PH20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">PRO<\/a>,<a href=\"https:\/\/pickey.ai\/market\/sub.html?subscriptionType=FAMILY&offerId=0ad3baf6-2579-11ed-9d97-eaba7f964f74&price=83.99¤cy=USD&customOfferName=PH20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"> PRO-Family<\/a>). <\/p>\n<\/p>\n<p>Thanks so much for checking PicKey and for sharing critiques, questions or ideas \ud83d\udcac<\/p>\n<p>– Gaurav & Soumya \u2728<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>31<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gaurav_upadhyay1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gaurav_upadhyay1<\/a> Huge congratulations on the launch, Gaurav & Soumya \ud83d\udc4f<\/p>\n<\/p>\n<p><strong>How do I know the makers?<\/strong><\/p>\n<\/p>\n<p>I first came across PicKey last year when the founders reached out and walked me through what they were building.<\/p>\n<\/p>\n<p>What immediately stood out wasn\u2019t just the idea, but the depth of thought behind it, the craftsmanship, the user-first approach and the amount of work that had clearly gone into rethinking how password managers should work.<\/p>\n<\/p>\n<p><strong>Why I endorse Pickey?<\/strong><\/p>\n<\/p>\n<p>I\u2019ve reviewed and used many password managers over the years and I\u2019d honestly never seen one approach the problem from such a memory-based, visual-first angle.<\/p>\n<\/p>\n<p>Using personal photos as a master key felt surprisingly intuitive and the fact that the team went on to patent the underlying technology and build it with serious security standards really impressed me.<\/p>\n<\/p>\n<p>Most traditional password managers still rely on storing encrypted passwords and we\u2019ve all seen how often those systems become targets. PicKey\u2019s approach of not storing passwords at all is what makes it stand out as one of the more thoughtful and security-forward solutions I\u2019ve come across.<\/p>\n<\/p>\n<p>I genuinely believe PicKey can be valuable for:<\/p>\n<ul>\n<li>\n<p>Individuals who struggle with passwords<\/p>\n<\/li>\n<li>\n<p>Families and teams looking for safer access sharing<\/p>\n<\/li>\n<li>\n<p>And even security enthusiasts who want something beyond the usual vault model<\/p>\n<\/li>\n<\/ul>\n<p>Highly recommend giving it a spin! \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/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>Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@gaurav_upadhyay1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gaurav_upadhyay1<\/a> ! I always struggled to come up with a strong master password myself. This is an interesting method of doing it. I’ll definitely give it a try!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@gaurav_upadhyay1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gaurav_upadhyay1<\/a> Hearty congrats on the launch, Gaurav & Soumya \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 cool! Always trying to make my kids use better passwords, but they just reuse the same 3 ones \ud83d\ude05<br \/> This could make good habits easier. Nice work \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>27<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kate_ramakaieva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kate_ramakaieva<\/a> the classic ‘reuse rotation’! We know it well. \ud83d\ude05 Thanks for the support!<\/p>\n<\/p>\n<p>We actually built the <strong>3D Collectables & XP System<\/strong> specifically to break that cycle. <\/p>\n<\/p>\n<p>We found that when security feels like a game\u2014where you get to ‘equip’ a T-Rex or a Cyber-Ninja instead of typing a boring string\u2014the good habits actually stick. \ud83e\udd96\ud83e\udd16<\/p>\n<\/p>\n<p>Quick question to a fellow parent : Do you think they\u2019d be more motivated by the <strong>Visuals<\/strong> (relatable photos as master passwords & collecting cool 3D characters) or the <strong>Achievements<\/strong> (leveling up their Security Rank\/XP) in the Map?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>23<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 PicKey handle changes in photos over time or lighting differences? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>26<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> thanks for the question.<\/p>\n<p>Our Neural Network is trained on <strong>Semantic Understanding<\/strong>, not just pixel-perfect matching. <\/p>\n<\/p>\n<p>It understands the “concept” of your photo (memory of it instead of the exact pixel data). Small variations in pose, lighting, or growth are automatically handled by the model’s tolerance layers. <\/p>\n<\/p>\n<p>Similar to how you recognize your living room each day, even if things change regularly in it.<\/p>\n<\/p>\n<p>If the visual change is drastic or you’d like more keys, you can create or update your Master Key(s) using your trusted device credentials.<\/p>\n<\/p>\n<p>Will be happy to answer any follow-up question you may have on this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>23<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 concept is new and interesting, It would be helpful if you provide any video tutorial to understand this in depth. Congrats on launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>25<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> absolutely. We’re working on it and should be available in a few weeks. <\/p>\n<\/p>\n<p>Will be in touch. <\/p>\n<\/p>\n<p>You may have seen our intro video (<a href=\"https:\/\/youtu.be\/aEl1C7gyzQA?si=dZQrFrd6Kc0e2wPb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">link<\/a>) as part of the PH launch here, which gives an very high level overview of PicKey. The in-depth video (or series of videos) will also be uploaded in forthcoming weeks on our YouTube channel (<a href=\"https:\/\/www.youtube.com\/@PicKeyAI\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">link<\/a>). <\/p>\n<\/p>\n<p>I’ll try and keep you in the loop too.<\/p>\n<\/p>\n<p>Quick Question : When you try new tools, do you notice design first or features first?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/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\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> one more thing.<\/p>\n<\/p>\n<p>PicKey’s iOS app (<a href=\"https:\/\/apps.apple.com\/us\/app\/pickey\/id1596316001\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">link<\/a>) is carefully designed to be intuitive and explain most of the important aspects during onboarding. It will be great if you can try it out.<\/p>\n<\/p>\n<p>Let me know what you may thing of it. Any questions, concerns. I’d be more than happy to answer.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 this launch Gaurav! <\/p>\n<p>I’m curious to know how did you handle the challenges of consistent on-device processing across different devices and browsers while maintaining high security and performance?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>24<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> Thank you.! ! \ud83d\ude4c<\/p>\n<\/p>\n<p>Platforms like iOS (and Android) provide OS-level Native Password APIs to make on-device processing with careful updates only during specific lifecycle events. (creating, updating or deleting passwords). This helps us reduce processing to a limit.<\/p>\n<\/p>\n<p>The processing happens with end to end encryption and is optimized and serialized for payload, reducing the bandwidth payload as well.<\/p>\n<\/p>\n<p>Moreover, the back-end is built on capable infrastructure that can scale on demand, and the communication running on OAuth2.1 style PKCE flows. <\/p>\n<\/p>\n<p>So it is a mix of optimizations at device, communication, security and capacity levels – all coming togather to maintain high security and performance.<\/p>\n<\/p>\n<p>Does that answer your question? I’d be happy to help you with any further questions you may have.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 app geared towards enterprise and B2B adoption too? Example, team access sharing? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>22<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@syed_shayanur_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_shayanur_rahman<\/a> great question. Thanks for asking.<\/p>\n<\/p>\n<p>The main invention is to use AI (and optionally Lidar) to <strong>turn photographic memory into an authenticator.<\/strong><\/p>\n<\/p>\n<p>The natural entropy is practically infinite as it is unique to the world around each person (digital and physical) and is the main upgrade in terms of entropy based cybersecurity.<\/p>\n<\/p>\n<p>You are absolutely correct that the same tech\/mechanism can be used to create other products like B2B and enterprise tech\/team etc.<\/p>\n<\/p>\n<p><a href=\"https:\/\/PicKey.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">PicKey.ai<\/a> – visual password manager is the first product we’ve created using this tech. But the main invention can be applied to several cybersecurity markets as you’ve pointed out.<\/p>\n<\/p>\n<p>Quick Question : in your opinion, which B2B\/Enterprise applications will this be able to help the most?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>19<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 landing page is kind of confusing and imo doesnt clearly present the product. seeminly no pages other than the landing page have a nav bar, which in generally makes the site feel low quality. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/802652e9-2986-4fdc-8255-8035e86cec6c.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>also on the landing page there is an animation that has a ton of screens and to be honest they feel like a casino advertisement. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d031bf4a-2c01-4e93-a41d-2629126f180e.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>I could be convinced this is really interesting, but im still so confused about how it actually works. <\/p>\n<p>i want to see:<\/p>\n<p>1. a simple explanation \/ visual of how i <em>actually<\/em> log in to the password manager <br \/>2. a simple explanation of how this is better. <\/p>\n<p>3. probably some reassurances around how this is not susceptible to whatever the first attack vector i think of is. <\/p>\n<p>here are more points of confusion:<\/p>\n<p>what is a collectable? how do i “put it in my image” that i upload? <\/p>\n<p>do i have to take a photo of the object anytime i want to log in? <\/p>\n<p> – if i really use a photo of my dog, does that imply a photo of another golden retriever is inadequate? <br \/>any type of gamification around password management feels like a huge red flag to me. <\/p>\n<p>maybe i am not your target customer but i would say that i want to have a ton of trust for my password manager and i did not leave your landing page feeling trust. You probably do have some cool tech underlying this all, but i think it is not showcased very well. <\/p>\n<\/p>\n<p>congrats on launch, and sorry for the harsh feedback, but hopefully its helpful. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@catt_marroll\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@catt_marroll<\/a> Thanks for the comment.<\/p>\n<\/p>\n<p>we’re fixing the website navbar issue.<\/p>\n<\/p>\n<p>Let me answer your questions.<\/p>\n<\/p>\n<p><strong>a simple explanation \/ visual of how i <em>actually<\/em> log in to the password manager :<\/strong>You simply create a visual master password to login\/signup to PicKey, using : <\/p>\n<ol>\n<li>\n<p>your favorite photo<\/p>\n<\/li>\n<li>\n<p>a virtual 3D character (called collectable) on top of it.<\/p>\n<\/li>\n<\/ol>\n<p>This logs you into PicKey, which handles all of the password management from there on and autofills the passwords you’ve created\/imported on both mobile and desktop. We’ve introduced this in the into video as well (<a href=\"https:\/\/youtu.be\/aEl1C7gyzQA?si=XIpoZU3s61yQRZzZ\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">link<\/a>).<\/p>\n<p><strong><br \/>a simple explanation of how this is better.<\/strong><\/p>\n<p>It is better because : <\/p>\n<ol>\n<li>\n<p>Image based master passwords are stronger than text passwords used in traditional password managers due to higher combinations possible with image vs text. You only have 94 options per position for a text passwords (a-z, A-Z, 0-9 and special chars), whereas a single pixel in an image can have more than 4.2 billion values. The combinations in an image based passwords are practically infinite compared to text master passwords.<\/p>\n<\/li>\n<li>\n<p>MagicPass passwords in PicKey are managed without ever being stored in any database (not even encrypted). This makes them even more secure as there is no data to attack.<\/p>\n<\/li>\n<li>\n<p>Image based passwords are much easier to just see and remember. A long 16 digit strong text password will be much harder to remember. It is something that most users can actually use without worrying about mental overload of remembrance.<\/p>\n<\/li>\n<\/ol>\n<p><strong>probably some reassurances around how this is not susceptible to whatever the first attack vector i think of is.<\/strong><\/p>\n<p>Other than the practically infinite image based entropy and points mentioned above, here are other security protocols that make PicKey’s architecture secure : <\/p>\n<ul>\n<li>\n<p>Phishing-resistant deep links<\/p>\n<\/li>\n<li>\n<p>On-device verification<\/p>\n<\/li>\n<li>\n<p>Short-lived PKCE-style OAuth flows<\/p>\n<\/li>\n<li>\n<p>Biometrics<\/p>\n<\/li>\n<li>\n<p>AES-256-GCM Cipher<\/p>\n<\/li>\n<li>\n<p>Secure KMS<\/p>\n<\/li>\n<li>\n<p>Least-privilege architecture<\/p>\n<\/li>\n<li>\n<p>End-to-end encryption<\/p>\n<\/li>\n<\/ul>\n<p>You only need to upload or select your photo when you login\/signup to PicKey (which is an infrequent event and is generally valid for a long time barring some verifications).<\/p>\n<\/p>\n<p>We’ve found that most young adults do not use password managers or reuse older passwords, mainly because there is no motivation towards good secure habits. Our gamification is aimed towards rewarding good personal cybersecurity habits (like giving free access to PRO plans if one keeps strong passwords).<\/p>\n<\/p>\n<p>All of these are relevant questions, and I’d be happy to answer any followup questions that you may have. Our aim is to keep all of the cybersecurity fundamentals strong, but also make it usable to the people who need it the most.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>22<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice. How does it compare to Bitwarden?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> Thank you!<\/p>\n<\/p>\n<p>Great question! We have huge respect for Bitwarden\u2014they are the gold standard for traditional vaults. \ud83c\udfc6<\/p>\n<\/p>\n<p>The big difference lies in how we handle the<strong> ‘Key’<\/strong> and the<strong> ‘Vault’<\/strong>:<\/p>\n<ol>\n<li>\n<p><strong>Visual vs. Text:<\/strong> Bitwarden relies on a complex Master Password (which is easy to forget or tough to type on mobile). PicKey replaces that with <strong>Visual Memory<\/strong> (a photo + 3D character). You can’t get ‘Keylogged’ if you aren’t typing! \ud83d\udcf8. Not only it has higher entropy vs text master passwords, it is also visual and so has easy recall (usability).<\/p>\n<\/li>\n<li>\n<p><strong>Stateless vs. Stored:<\/strong> Bitwarden stores an encrypted database of your passwords. PicKey\u2019s <strong>MagicPass<\/strong> generates them mathematically on the fly and <em>never stores them<\/em>. Even if we were breached, there are literally zero magicpass passwords to steal. \ud83d\udc7b<\/p>\n<\/li>\n<\/ol>\n<p>Are you mostly happy with Bitwarden right now, or is the fatigue of typing that Master Password starting to set in?<\/p>\n<\/p>\n<p>I hope this answers your question. Let me know and I’d be happy to answer any followup questions you may have.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just tried it since developer messaged me and the idea sounded interesting and it got so many upvotes and comments here.<\/p>\n<\/p>\n<p>However, I’m not convinced at all.<\/p>\n<ul>\n<li>\n<p>To authenticate, you select a photo from your device (or another storage location). If someone gets access to your device, there’s a significant chance he finds the key image by checking recently used files. The additional collectables might also be guessed by someone who knows you, at least if you chose one that’s easy to access from the list.<\/p>\n<\/li>\n<li>\n<p>Regarding taking a live photo every time, please provide an example of an object to use, obviously you’d have to always have it with you, only thing I can think of here would be something like my face, in which case it’s classic biometric authentication.<\/p>\n<\/li>\n<li>\n<p>Someone might watch you select the image and collectable. There’s a reason password are by default not shown on screen.<\/p>\n<\/li>\n<li>\n<p>The whole advertised authentication process is NOT USED when you open the app, even after restarting the app or phone. Instead the default iPhone authentication is used. So it’s in effect not more secure than if you store your passwords with any text editor app that’s protected by the default iPhone authentication.<\/p>\n<\/li>\n<li>\n<p>With the Chrome extension NO AUTHENTICATION AT ALL is required to show the saved passwords ?!!! (and I don’t find any setting to change that)<\/p>\n<\/li>\n<\/ul>\n<p>Additionally<\/p>\n<ul>\n<li>\n<p>iPhone app is 340MB ?! (and still the collectables are loaded from the internet afterwards)<\/p>\n<\/li>\n<li>\n<p>was released Okt 2022 but has just 4 ratings<\/p>\n<\/li>\n<\/ul>\n<p>I really don’t understand why this product is featured and #1 of the day. PH is broken.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>18<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@konrad_sx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@konrad_sx<\/a> thank you for your questions.<\/p>\n<\/p>\n<p>Let me answer them : <\/p>\n<ol>\n<li>\n<p>The authentication is not just based on an image and 3d collectable. It is a combination of :<\/p>\n<ol>\n<li>\n<p>Your device (verified with deep links)<\/p>\n<\/li>\n<li>\n<p>Email <\/p>\n<\/li>\n<li>\n<p>timelock (process alerts if not done in a given time window)<\/p>\n<\/li>\n<li>\n<p>Image (we recommend taking a live photo using the camera, instead of using a photo from library for better security).<\/p>\n<\/li>\n<li>\n<p>3D Collectable.<br \/>Also, clicking the image from live camera, solves the device compromised problem.<\/p>\n<\/li>\n<\/ol>\n<\/li>\n<li>\n<p>The app requires physical possession of the device (deep links, email verification and timed windows) even if someone sees your, they cannot login due to these additional factors. <\/p>\n<\/li>\n<li>\n<p>When you reopen the app, biometric re-authentication is enforced, which is a standard practice in password managers. For extreme security conscious users, do you believe having a full login again would give better security? (at the cost of usability).<br \/>In the app, passwords cannot be reviled without biometric re-authentication on device, are hidden by a string of asterix and have to be manually and are always stored encrypted. <\/p>\n<\/li>\n<li>\n<p>The collectables are 3D files and is loaded on demand only when the user needs them.<\/p>\n<\/li>\n<li>\n<p>We have just launched a complete rewrite of the older app incorporating all of the feedback we received from the previous version that was launched before.<\/p>\n<\/li>\n<\/ol>\n<p>I am happy to go over more points that you may have in terms of feedback, but we genuinely believe that the app considers all of these factors and balance usability with security.<\/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>This is neat. So where should I store this kind of password to make it more safely? <\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> thank you!<\/p>\n<\/p>\n<p>Since your Master Key is a photo of a real object (like your watch, a toy, or your dog), you don’t need to hide it in a safe. You just leave the object right where it belongs! An attacker might see your coffee mug, but they don’t know it’s the specific key to your digital vault. It\u2019s the ultimate ‘hiding in plain sight.’ \u2615\ufe0f\ud83d\udd10<\/p>\n<\/p>\n<p>(We also keep an encrypted memory aid for you\u2014locked behind your biometrics\u2014just in case you forget <em>which<\/em> object you picked).<\/p>\n<\/p>\n<p>And this is the only photo you every need to remember, and use it to login to PicKey. Once you’re in, PicKey will then manage all of your other passwords (tiktok, instagram, google, etc etc).<\/p>\n<\/p>\n<p>Alternatively, you also have the choice to store the photo in your cloud or device library, so that you can just see and remember it. However, taking live photo is generally better as it can simply hide in plain sight.<\/p>\n<\/p>\n<p>Does it answer your question? I’d be happy to clarify more or answer any follow-up questions you may have..!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>MagicPass sounds powerful… how does recovery work? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@himani_sah1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@himani_sah1<\/a> thanks for your question.<\/p>\n<\/p>\n<p>When you create a MagicPass password in PicKey, we only store an index (like facebook is #3) and rules you need in your password (uppercase\/lowercase\/special chars .. etc) but do not store the password anywhere.<\/p>\n<\/p>\n<p>But when you autofill this password into facebook (or whatever website you’ve created it for), our AI + math, regenerates the exact same password value using several math functions that are run in a specific sequence.<\/p>\n<\/p>\n<p>You can think of it as a Deterministic Hash Generator, run in sequence with your photo’s memory and rules as inputs.<\/p>\n<\/p>\n<p>Would you like a slightly more technical answer to this? I’d be happy to get into it too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Oh, I love your product video! and it really feels like me! <\/p>\n<p>Just a quick question: how can I remember which image is used for which product? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jojo_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jojo_li<\/a> thank you! \ud83d\ude4c<\/p>\n<\/p>\n<p>The image is used only to login to PicKey and that is the only image you need to remember.<\/p>\n<\/p>\n<p>Once you are logged into PicKey with the image (and 3D collectable), you can add and import all of your other passwords into it (google, instagram, tiktok, reddit etc ), and then PicKey will autofill, manage all of your passwords from there on, on both mobile and desktop.<\/p>\n<\/p>\n<p>So it is just one photo you easily remember, which will manage all of your passwords from there on.<\/p>\n<\/p>\n<p>You can choose any photo that you like from your world. It will be a secret that only you know about, but can simply see it to be password free.<\/p>\n<\/p>\n<p>Does that answer your question? I will be happy to answer any follow-up question you may have.<\/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>Never seen an approach like this before, and I’m honestly impressed. swapping complex passwords for visual memory is so counter-intuitive, yet it makes everything feel much simpler. most security apps feel like a chore, but this one is surprisingly smooth to user.<\/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\/@joeyzhang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joeyzhang<\/a> thank you for the kind words. Means a lot!! \ud83d\ude4c<\/p>\n<\/p>\n<p>Not only images contain exponentially more data (to act as stronger master passwords); it is estimated that they are at least 60,000 easier to remember to remember than any text based password.<\/p>\n<\/p>\n<p>We want to remove the gap between usability and cybersecurity as often the ones who need it the most, get bogged down by the usability aspects of managing passwords.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Where are you saving this photo password of mine? It\u2019s a personal picture, so I want it to be secured extremely well. <\/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\/@divisha_upadhyaya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@divisha_upadhyaya<\/a> great question! Probably the most important one out there.<\/p>\n<p>Your photo is first encoded, and then is transmitted securely to our servers only when it needs to be processed by the neural network (e.g., enrollment or rare verification) and is encrypted using military grade AES\/GCM cipher. There is end-to-end encryption and nobody can see this image but you.<\/p>\n<\/p>\n<p>The image is handled very carefully, and is encoded + encrypted :<\/p>\n<ul>\n<li>\n<p>Sent over TLS (HTTPS)<\/p>\n<\/li>\n<li>\n<p>Processed in memory with AI<\/p>\n<\/li>\n<li>\n<p>Not stored as your long-term \u201csecret\u201d<\/p>\n<\/li>\n<\/ul>\n<p>What we retain is an encrypted neural embedding\/signature and an encrypted version of your image, locked with a specific key that only your account has access to. <\/p>\n<\/p>\n<p>Does this answer your question? I’d be happy to answer any followup question you may have.<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi, This looks to be an amazing product and a new concept. Only question in my mind is why should I trust you more than existing Password managers as password protection is based on trust!<\/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\/@ankita_jaitly\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ankita_jaitly<\/a> That is the most important question you can ask.<\/p>\n<\/p>\n<p>The problem with traditional password managers is that they are <strong>‘Honey Pots’<\/strong>\u2014they store a database of everyone’s passwords. If that vault is breached (as we’ve seen with major competitors), everything is at risk.<\/p>\n<\/p>\n<p>We designed PicKey to be <strong>Architecturally Trustworthy<\/strong>, meaning we minimize what we store so we minimize what can be stolen:<\/p>\n<ol>\n<li>\n<p><strong>Stateless Security (MagicPass):<\/strong> We do not store your website passwords. We <em>regenerate<\/em> them mathematically every time you log in. If hackers breached our servers tomorrow, they would find <strong>zero passwords<\/strong> to steal. We can’t lose what we don’t have.<\/p>\n<\/li>\n<li>\n<p><strong>Distributed Trust:<\/strong> We don’t ask you to trust just one factor. An attacker needs your :<\/p>\n<ol>\n<li>\n<p><strong>Physical Device<\/strong> (we do deep link verifications on the app)<\/p>\n<\/li>\n<li>\n<p>Access to your <strong>Email<\/strong> (email is verified at important steps like login)<\/p>\n<\/li>\n<li>\n<p>Your <strong>Image<\/strong> : your main master password. It is practically impossible to brute-force due to the number of combinations possible in an image, vs a text master password.<\/p>\n<\/li>\n<li>\n<p><strong>3D Collectable<\/strong> : the exactl 3D character used during login needs to be known.<\/p>\n<\/li>\n<li>\n<p><strong>Time Lock <\/strong>: All of this needs to happen in a limited timed window<\/p>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>We also use a unique KMS (Key Management System) envelope for every single user. There is no ‘Master Key’ for the whole database.<\/p>\n<\/p>\n<p>With practically infinite combinations in an image based master password, multi-factor verification and being able to manage passwords without storing them (MagicPass), we believe that PicKey is the choice that can be trusted because of how secuirity it is built architecturally.<\/p>\n<\/p>\n<p>Does it answer your question? I’d be happy to answer any followup questions you may have.<\/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>Congrats on the launch! Love this fresh, visual-first take on passwordless security. \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><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thank you so much.<\/p>\n<\/p>\n<p>PicKey’s Visual Master Keys are certainly stronger, yet easier to use. However, i’d request you also consider MagicPass passwords (managing passwords without ever storing them). If no password data is stored (not even encrypted), it won’t be attacked.<\/p>\n<\/p>\n<p>That is also an important aspect of PicKey’s security model. <\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">@gaurav_upadhyay1 and @soumya_mishra3<br \/>\nMany congrats on the launch and indeed a very novel idea and product. I really like how it makes password management more an intuitive function instead of a cognitive function.<br \/>\nQuick question, while I know a live visual aid is always better, but if I still choose to store a photo on the phone\/account, how easy or difficult is it for an attacker to crack the password if they have access.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pariksiit_s_shukla\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pariksiit_s_shukla<\/a> – thank you \ud83d\ude4c. Great question.<\/p>\n<\/p>\n<p>PicKey does not rely on a single factor for it’s authentication. Even in a worst-case scenario as you’ve mentioned above, a attacker gets access to your photo library, they cannot bypass other factors. This is because we verify your : <\/p>\n<ol>\n<li>\n<p>Device (via deep links)<\/p>\n<\/li>\n<li>\n<p>Email <\/p>\n<\/li>\n<li>\n<p>3D Collectable (it is virtual, appears only during login\/signup)<\/p>\n<\/li>\n<li>\n<p>Timed Window (the “crack” attempt needs to happen within a short window)<\/p>\n<\/li>\n<li>\n<p>Image (even if your library is public, wrong login attempts will notify you).<\/p>\n<\/li>\n<\/ol>\n<p>For even higher security, we recommend always taking the photo <strong>live<\/strong> from your camera and not depend on your library at all. We still respect user choice and there is an option to select the photo from the library, but a live camera photo simply removes this worst case scenario entirely.<\/p>\n<\/p>\n<p>Does this answer your question? I’d be happy to answer any follow-up questions you may have.<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Found a typo – “manages not managers” lol …. just kidding! Great idea for people with bad memories like me! Hope i never lose my password with Pickey AI!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> haha, thank you for pointing this out.<\/p>\n<\/p>\n<p>Your support means a lot to us. <\/p>\n<\/p>\n<p>Yes, you only need to see and remember a visual master password thats stronger than traditional master passwords, yet has very high visual recall. <\/p>\n<\/p>\n<p>Let me know if there is anything you’d might want to ponder on in terms of our offerings or tech.<\/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>Nice launch! I\u2019m curious about how the AI handles very subtle changes in lighting or environment in photos over time. This could be crucial for long-term usability. Also for users with many accounts, how scalable is it in terms of generating and managing multiple ‘Master Keys’ simultaneously?<\/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\/@russell_dou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@russell_dou<\/a> thank you!<\/p>\n<\/p>\n<p>Our Neural Network is trained on <strong>Semantic Understanding<\/strong> rather than pixel-perfect matching. It functions as a “world model,” meaning it grasps the <em>concept<\/em> of your photo (the memory of it) instead of relying on exact pixel data. Consequently, the model\u2019s tolerance layers automatically handle variations in pose, lighting, or aging. <\/p>\n<\/p>\n<p>Think of it like recognizing your living room: you know it is your room instantly, even if the lighting changes or objects are moved.<\/p>\n<\/p>\n<p>It is important to note that these photo-based keys are simply the entry point. Once you log in, <strong>PicKey<\/strong> functions as a comprehensive password manager. It will store, manage, and autofill credentials for all your accounts (Google, TikTok, Instagram, LinkedIn, etc.). <\/p>\n<\/p>\n<p>You simply need to remember one “thing” from your life to manage your entire digital identity; handling multiple accounts is a built-in standard feature.<\/p>\n<p>Unlike traditional managers that require a long, complex text string as a master password, PicKey uses an image. This is not only easier to remember but also significantly more secure due to the massive number of data combinations in a photo compared to a keyboard.<\/p>\n<\/p>\n<p>Because of this heightened security, we also allow you to create multiple photo-based keys for a single account. For example:<\/p>\n<ul>\n<li>\n<p><strong>Key 1:<\/strong> An image of your dog.<\/p>\n<\/li>\n<li>\n<p><strong>Key 2:<\/strong> An image of your favorite holiday resort.<\/p>\n<\/li>\n<\/ul>\n<p>You can log in using <em>either<\/em> of these keys and access the same vault where all your imported passwords are ready to be autofilled.<\/p>\n<\/p>\n<p>Does this answer your question? I would be happy to answer any follow-ups you may have.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 feel this is how password managers should have worked all along. Solid execution and strong differentiation!! <\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> Thank you so much! \ud83d\ude4c<\/p>\n<p>The core idea is simple: instead of remembering a string like \u201c<strong>Y7Ve$I!W!&OB_&<\/strong>\u201d you remember a moment or object from your life plus a little 3D buddy. <\/p>\n<\/p>\n<p>Not only that the combinations are <strong>near-infinite<\/strong>, the emotional resonance and natural recall of an image helps too.<\/p>\n<\/p>\n<p> In your opinion, what type of users do you think PicKey will be able to help the most?<\/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>Visual memory over Text memory. Love the concept!<\/p>\n<p>We obsess over reducing friction at Dashform too, so this resonates.<\/p>\n<p>Can I ask How strict is the click accuracy? If I tap slightly off-target on the photo, does the AI have some tolerance? Upvoted!<\/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\/@openaigpt5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@openaigpt5<\/a> Thank you so much.!\ud83d\ude4c, also love your handle.<\/p>\n<\/p>\n<p>Yep, the overall semantic understanding of the photo is a weighted fusion of the embedding we get with or without the click on the photo. <\/p>\n<\/p>\n<p>So the tolerance is built such that : <\/p>\n<ol>\n<li>\n<p>In a photo if your dog, if you click the dog <strong>or<\/strong> do not click it, the semantic understanding will understand that you really wanted your dog as your master password and will proceed.<\/p>\n<\/li>\n<li>\n<p>If there is a dog and a bird in the photo, and you had clicked the dog during signup, but now you click the bird at sign-up, it does not qualify the tolerance as you probably did not want to do this.<\/p>\n<\/li>\n<li>\n<p>Tolerance is also built for generic light changes, view angles, dog’s age and other physical changes you may expect.<\/p>\n<\/li>\n<\/ol>\n<p>So generally, the AI model will work with you based on what clicks you’ve intended and has reasonable tolerance for it, unless you click on something that was not intended.<\/p>\n<\/p>\n<p>Does this answer your question? I’d be happy to answer any followup questions you may have.<\/p>\n<\/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>I read this in the pinned maker comment… Traditional password managers that still rely on \u201cone master password to rule them all\u201d. I know who you’re talking about xD <\/p>\n<\/p>\n<p>Congrats on the launch Gaurav. You got my support! <\/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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> haha! you got it.<\/p>\n<\/p>\n<p>But in all seriousness, maybe “one master password to rule them all” thinking is what is preventing adoption of password managers by those who actually need it the most.<\/p>\n<\/p>\n<p>I can bet that nobody wakes up in the morning and feels excited about memorizing master passwords filled with uppercase, lowercase, special characters, numbers and 16 digit long sequences.<\/p>\n<\/p>\n<p>Which side of the bet are you on \ud83d\ude42<\/p>\n<\/p>\n<p>and thanks for your support. It means a lot.<\/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\">Congrats on your launch! Looks to be a very cool idea and concept. How is it more safer to use an image over a complex text password that I am using currently?<\/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\/@sudhir_mishra1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sudhir_mishra1<\/a> Thank you so much, and it is a great question you have.<\/p>\n<\/p>\n<p>A complex text password is made from the keys of your keyboard, so you will have only about 94 options (a-z, A-Z, 0-9, special characters) per position to create this password.<\/p>\n<\/p>\n<p>Whereas in PicKey, a single pixel will have more than 4.2 billion combinations (RGBA). If you take a regular HD image, the possibilities are practically infinite compare to traditional complex text passwords.<\/p>\n<\/p>\n<p>Not only PicKey’s Master Key is more secure to brute force, it is several times easier to remember because humans remember visual things much better than 16 digit complex passwords.<\/p>\n<\/p>\n<p>Does that answer your question? If you’d like I’d be happy to go into some more math in detail.<\/p>\n<\/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>Managing passwords is still an achilles heel for so many of us, <a href=\"https:\/\/www.producthunt.com\/products\/pickey-ai\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"pickey-ai\" target=\"_blank\" rel=\"noopener\">@PicKey.ai<\/a> ! Congratulations on your launch, <a href=\"https:\/\/www.producthunt.com\/@soumya_mishra3\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"soumya_mishra3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@soumya_mishra3<\/a> and I look forward to giving it a spin. <\/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\/@tim_ep1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tim_ep1<\/a> thank you so much!\ud83d\ude4c<\/p>\n<\/p>\n<p>Really appreciate the kind words. <\/p>\n<p>Once you try it, it will be great if you can share some feedback – good or bad \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>My brain is already thanking you for not making me remember another crazy password. \ud83d\ude01 Plus, the photo and collectible idea is so cool.<\/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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> thanks so much. ! \ud83d\ude4c<\/p>\n<\/p>\n<p>For password managers, we want to remove the gap between effortless usability and bulletproof security.<\/p>\n<\/p>\n<p>How did you find the MagicPass feature? (managing passwords without ever storing them).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 looks cool, using pictures instead of passwords feels way easier than remembering long codes. Nice and simple idea.<\/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\/@midhxn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@midhxn<\/a> thank you.<\/p>\n<\/p>\n<p>Do you currently use a password manager? If so, what troubles you most about 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>congratulations!<\/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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thank you so much! \ud83d\ude4c <\/p>\n<\/p>\n<p>PicKey is our attempt to kill the \u201cone master password you always forget\u201d and replace it with a photo + 3D character you actually like looking at.<\/p>\n<\/p>\n<p>Do you currently use a password manager? If so, what troubles you most about 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>What\u2019s the recovery flow if a user loses the original photo or wants to change it? Is there a backup or secondary authentication layer?<\/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\/@guldana_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@guldana_rahman<\/a> yep there are.<\/p>\n<\/p>\n<p>PicKey’s photo based keys offer significantly higher security than traditional passwords (practically infinite combinations and multi factor verifications), and so we allow creating multiple keys that log you into the same account.<\/p>\n<\/p>\n<p>So you can have : <\/p>\n<ul>\n<li>\n<p>First key with your pet dog’s photo<\/p>\n<\/li>\n<li>\n<p>another key with your favorite holiday place<\/p>\n<\/li>\n<\/ul>\n<p>… and you can use any of these keys to login into the same PicKey account you have.<\/p>\n<\/p>\n<p>You can delete, create, rename, enable\/disable any of your keys at any time, but need to have at least one photo key active.<\/p>\n<\/p>\n<p>If you lose your original photo, it does not matter, you can click another photo of the same subject. PicKey’s verification is based on AI World Models that understand the semantics of your image, not the pixel content you have. <\/p>\n<\/p>\n<p>It is similar to how you recognize your living room each day, even if it changes daily. The authentication is based on the memory of your photo, and not the exact photo itself.<\/p>\n<\/p>\n<p>Does it answer your questions? I will be happy to answer any follow-up questions you may have on 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>very cool, congrats on the launch<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tmorkes\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tmorkes<\/a> Thank you so much. Your support means a lot.! ! \ud83d\ude4c<\/p>\n<\/p>\n<p>We want to entirely remove the gap between bulletproof cybersecurity and effortless usability.<\/p>\n<\/p>\n<p>Quick Question : Between the Visual Master Password and MagicPass (Passwords that are never stored, yet still are available) – in your opinion, which one is more important from our feature perspective?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">That\u2019s an interesting approach to password managers. Quite unique in the niche. \ud83d\ude4c\ud83c\udffb<\/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\/@odeth_negapatan1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@odeth_negapatan1<\/a> Thank you so much for the kind words.\ud83d\ude4c\ud83c\udffb<\/p>\n<\/p>\n<p>We want to bridge the gap between security and usability of password managers.<\/p>\n<\/p>\n<p>Side Question : When you try new tools, do you notice design first or features first?<br \/>(asking since we are trying to get both right).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/H7TO5RGNDSJL5R\" class=\"app-title\">Trophy 1.0<\/a><\/p>\n<div class=\"one-liner\">Developer APIs for gamification: streaks, XP, badges, ranks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">289<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Trophy \u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u6e38\u620f\u5316API\u5957\u4ef6\uff0c\u901a\u8fc7\u96c6\u6210\u6210\u5c31\u3001\u8fde\u7eed\u8bb0\u5f55\u3001\u79ef\u5206\u548c\u6392\u884c\u699c\u7b49\u529f\u80fd\uff0c\u5e2e\u52a9\u4ea7\u54c1\u56e2\u961f\u5feb\u901f\u6784\u5efa\u63d0\u5347\u7528\u6237\u7559\u5b58\u4e0e\u4e92\u52a8\u7684\u6e38\u620f\u5316\u4f53\u9a8c\uff0c\u89e3\u51b3\u4e86\u81ea\u7814\u6e38\u620f\u5316\u7cfb\u7edf\u8017\u65f6\u3001\u6613\u51fa\u9519\u4e14\u96be\u4ee5\u7ef4\u62a4\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\/96757e99-87c3-4853-8155-037fce24ce27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0fbdce3f-7777-407d-a939-51e4b5313692.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b28a31c0-d50a-406c-b8d1-84c798a822ea.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4c0ee305-e977-491e-a6f0-1d797cced07d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6acef977-8ec5-4e27-af41-066d11bfe44f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1cd1bf91-cecb-450c-9d44-437a0887dd7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/87ac27ff-cfae-430c-9390-3b3663f6eff5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b166f9d9-b7c1-4582-a142-9d3ba8a0662e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ecf9def7-b42e-412f-9f20-c034da44442c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fad88ec1-0519-4c7d-9a42-002dae5d1f01.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\/ebce4d1e-9b22-463f-b0a7-cdf975e7345e.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/Wik0dSNa4OE\"><source src=\"https:\/\/youtu.be\/Wik0dSNa4OE\" 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\">API<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6e38\u620f\u5316API<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4e92\u52a8<\/span><br \/>\n <span class=\"tag\">\u7559\u5b58\u4e0e\u53c2\u4e0e\u5ea6<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u914d\u7f6e<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u96c6\u6210\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u6fc0\u52b1<\/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\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u89e3\u51b3\u4e86\u81ea\u7814\u6e38\u620f\u5316\u7cfb\u7edf\u7684\u590d\u6742\u6027\u548c\u7ef4\u62a4\u96be\u9898\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u8d5e\u8d4f\u5176\u6613\u96c6\u6210\u6027\u548c\u5bf9\u8fb9\u7f18\u60c5\u51b5\u7684\u5904\u7406\uff1b\u8be2\u95ee\u5982\u4f55\u907f\u514d\u8fc7\u5ea6\u6e38\u620f\u5316\uff1b\u5173\u5fc3\u6570\u636e\u5206\u6790\u548c\u96c6\u6210\u7ec6\u8282\uff08\u5982\u4e0eWebhook\u7684\u914d\u5408\uff09\uff1b\u5bf9\u5176\u8def\u7ebf\u56fe\uff08\u5982\u6311\u6218\u3001\u5956\u52b1\uff09\u8868\u793a\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Trophy 1.0 \u7684\u53d1\u5e03\uff0c\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u4ea7\u54c1\u5f00\u53d1\u4e2d\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u4f46\u5e38\u88ab\u5ffd\u89c6\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\uff1a\u6e38\u620f\u5316\u7cfb\u7edf\u7684\u5de5\u7a0b\u5316\u5b9e\u73b0\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u63d0\u4f9b\u4e00\u5957API\uff0c\u800c\u5728\u4e8e\u5c06\u6e38\u620f\u5316\u4ece\u4e00\u79cd\u9700\u8981\u53cd\u590d\u9020\u8f6e\u5b50\u3001\u5145\u6ee1\u9677\u9631\u7684\u201c\u827a\u672f\u521b\u4f5c\u201d\uff0c\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u53ef\u6807\u51c6\u5316\u914d\u7f6e\u3001\u53ef\u6570\u636e\u9a71\u52a8\u7684\u201c\u4ea7\u54c1\u7ec4\u4ef6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u7280\u5229\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u6ca1\u6709\u505c\u7559\u5728\u7b80\u5355\u7684\u70b9\u6570\u6216\u5fbd\u7ae0\u53d1\u653e\u5c42\u9762\uff0c\u800c\u662f\u6df1\u5165\u5230\u4e86\u6e38\u620f\u5316\u4e2d\u6700\u4ee4\u4eba\u5934\u75bc\u7684\u5de5\u7a0b\u7ec6\u8282\uff1a\u65f6\u533a\u5904\u7406\u3001\u8fde\u7eed\u8bb0\u5f55\u51bb\u7ed3\u3001\u4e2a\u6027\u5316\u901a\u77e5\u5e8f\u5217\uff0c\u4e43\u81f3\u4e3a\u201c\u5e74\u5ea6\u603b\u7ed3\u201d\u8fd9\u7c7b\u590d\u6742\u6570\u636e\u4ea7\u54c1\u63d0\u4f9b\u540e\u7aef\u652f\u6301\u3002\u8fd9\u76f4\u63a5\u56de\u5e94\u4e86\u5f00\u53d1\u8005\u8bc4\u8bba\u4e2d\u201c\u5bb3\u6015\u5904\u7406\u7528\u6237\u4ece\u4f26\u6566\u98de\u5230\u7ebd\u7ea6\u540e\u8fde\u7eed\u8bb0\u5f55\u4e22\u5931\u201d\u7684\u771f\u5b9e\u6050\u60e7\u3002\u4ea7\u54c1\u901a\u8fc7\u65e0\u4ee3\u7801\u914d\u7f6e\u5c06\u903b\u8f91\u4e0e\u5448\u73b0\u89e3\u8026\uff0c\u8ba9\u4ea7\u54c1\u7ecf\u7406\u80fd\u5feb\u901f\u8fed\u4ee3\u6fc0\u52b1\u7b56\u7565\uff0c\u800c\u5f00\u53d1\u8005\u53ea\u9700\u5173\u6ce8\u4e8b\u4ef6\u53d1\u9001\u4e0e\u6570\u636e\u5448\u73b0\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u5728\u91cd\u65b0\u5206\u914d\u7814\u53d1\u56e2\u961f\u7684\u667a\u529b\u8d44\u6e90\uff0c\u8ba9\u5176\u66f4\u805a\u7126\u4e8e\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5f53\u5176\u51b2\u7684\u662f\u201c\u8fc7\u5ea6\u6e38\u620f\u5316\u201d\u7684\u98ce\u9669\uff0c\u5373\u77ed\u671f\u6570\u636e\u98d9\u5347\u53ef\u80fd\u635f\u5bb3\u957f\u671f\u4ea7\u54c1\u4ef7\u503c\u548c\u7528\u6237\u4fe1\u4efb\u3002\u5c3d\u7ba1\u56e2\u961f\u5728\u8bc4\u8bba\u4e2d\u63d0\u5230\u4e86\u901a\u8fc7\u6570\u636e\u9762\u677f\u63d0\u4f9b\u5e73\u8861\u89c6\u89d2\uff0c\u4f46\u8fd9\u66f4\u591a\u662f\u4e8b\u540e\u76d1\u6d4b\uff0c\u800c\u975e\u4e8b\u524d\u9884\u9632\u3002\u4ea7\u54c1\u80fd\u5426\u5f15\u5bfc\u5ba2\u6237\u8bbe\u8ba1\u51fa\u5065\u5eb7\u3001\u53ef\u6301\u7eed\u7684\u6e38\u620f\u5316\u5faa\u73af\uff0c\u5c06\u662f\u5176\u4ece\u201c\u6709\u7528\u5de5\u5177\u201d\u5347\u7ef4\u4e3a\u201c\u6218\u7565\u4f19\u4f34\u201d\u7684\u5173\u952e\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4f9d\u8d56\u4e8e\u5ba2\u6237\u4ea7\u54c1\u81ea\u8eab\u7684\u6210\u529f\u589e\u957f\uff0c\u5728\u5f53\u4e0b\u6ce8\u91cd\u5b9e\u6548\u7684\u4f01\u670d\u5e02\u573a\u4e2d\uff0c\u9700\u8981\u66f4\u76f4\u63a5\u5730\u8bc1\u660e\u5176\u529f\u80fd\u4e0e\u7528\u6237\u7559\u5b58\u7387\u3001\u751f\u547d\u5468\u671f\u4ef7\u503c\u7b49\u6838\u5fc3\u6307\u6807\u7684\u53ef\u91cf\u5316\u5173\u8054\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cTrophy \u662f\u4e00\u6b21\u5bf9\u4ea7\u54c1\u5f00\u53d1\u201c\u57fa\u7840\u8bbe\u65bd\u201d\u7684\u51fa\u8272\u62bd\u8c61\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u6280\u672f\u5b9e\u73b0\u7684\u7a33\u5065\u6027\uff0c\u66f4\u53d6\u51b3\u4e8e\u5176\u56e2\u961f\u80fd\u5426\u5c06\u6df1\u539a\u7684\u6d88\u8d39\u8005\u4ea7\u54c1\u7ecf\u9a8c\uff0c\u8f6c\u5316\u4e3a\u5f15\u5bfc\u5ba2\u6237\u6b63\u786e\u4f7f\u7528\u8fd9\u4e00\u5f3a\u5927\u6b66\u5668\u7684\u201c\u6700\u4f73\u5b9e\u8df5\u201d\uff0c\u907f\u514d\u8ba9\u6e38\u620f\u5316\u4ece\u871c\u7cd6\u53d8\u4e3a\u6bd2\u836f\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\">Trophy 1.0<\/span>\n <\/div>\n<div class=\"comment-content\">Ship gamification fast with flexible APIs for achievements, streaks, points, and leaderboards. Configure features without coding, automate personalized email and push notifications, and monitor impact on retention and engagement from a dashboard.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey folks! \ud83d\udc4b<\/p>\n<\/p>\n<p>I’m Charlie, co-founder of Trophy, a platform for building gamified product experiences that <a href=\"https:\/\/www.producthunt.com\/@jason_louro1\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jason_louro1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_louro1<\/a> and I have been working on for the past ~ 18 months.<\/p>\n<\/p>\n<p><strong>Why are we building Trophy?<\/strong><\/p>\n<\/p>\n<p>Having been involved with consumer platforms for the past 7 years, we\u2019ve seen teams constantly reinvent the wheel with gamification and make the same mistakes.<\/p>\n<\/p>\n<p>So we wanted to build something turnkey with sensible defaults to help teams ship features that actually retain and engage users.<\/p>\n<\/p>\n<p><strong>Trophy 1.0<\/strong><\/p>\n<p>So far we’ve powered experiences for over 500K users and at the end of 2025 we reached our 1.0, which looks like this.<\/p>\n<\/p>\n<p><strong>\ud83d\udedc Metrics: Track user interactions<\/strong><\/p>\n<p>Track user interaction events using type-safe SDKs in just a few lines of code. Attach custom attributes to users and events to drive complex gamification logic.<\/p>\n<\/p>\n<p><strong>\ud83c\udfc6 Achievements: Incentivize user actions<\/strong><\/p>\n<p>Build custom achievements logic based on user interactions without coding. Display achievements in your app using flexible APIs.<\/p>\n<\/p>\n<p><strong>\ud83d\udd25 Streaks: Build consistent usage patterns<\/strong><\/p>\n<p>Configure daily, weekly and monthly streaks in a few clicks and use streak freezes to give users breathing room. Trophy takes care of all time-zone issues and awkward edge cases.<\/p>\n<\/p>\n<p><strong>\u2747\ufe0f Points: Build reward and metering systems<\/strong><\/p>\n<p>Configure logic to award points as part of an \u2018XP\u2019 system or meter product usage by building features like \u2018Energy\u2019, all without coding. Display points data and charts in your app using Trophy APIs.<\/p>\n<\/p>\n<p><strong>\ud83e\udd47 Leaderboards: Foster friendly competition<\/strong><\/p>\n<p>Set up time-limited, one-off and recurring leaderboards with ranking logic based on metrics, streaks, or points. Segment leaderboards to split users into smaller groups (like leagues) and increase engagement.<\/p>\n<\/p>\n<p><strong>\ud83d\udd14 Notifications: Engage & retain users<\/strong><\/p>\n<p>Design notification sequences for streak reminders, weekly recaps, and more using a no-code template builder backed by a rich user interaction context. Deliver notifications to users via email, APNs, FCM and Expo without coding.<\/p>\n<\/p>\n<p><strong>\ud83d\udcc8 Wrapped: An API for building year-end summary features<\/strong><\/p>\n<p>Trophy mines insights from year-round user interaction tracking, surfacing data perfect for year-end wrapped features through a simple API. Trophy takes care of the complex data engineering and lets you focus on the actual user experience.<\/p>\n<\/p>\n<p><strong>\ud83c\udf10 Webhooks: Trigger custom workflows using Trophy data<\/strong><\/p>\n<p>Use webhooks to connect other systems to Trophy and trigger custom workflows for rewards, feature management, custom notifications and more.<\/p>\n<\/p>\n<p><strong>How to get started<\/strong><\/p>\n<p>Trophy is free to try out for up to 100 monthly active users. To get started:<\/p>\n<ol>\n<li>\n<p>Create a free account<\/p>\n<\/li>\n<li>\n<p>Grab your API key and install the SDK<\/p>\n<\/li>\n<li>\n<p>Start tracking user interactions and building gamification features!<\/p>\n<\/li>\n<\/ol>\n<p>Just follow the <a href=\"https:\/\/docs.trophy.so\/getting-started\/quickstart\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">quick start<\/a> or <a href=\"https:\/\/docs.trophy.so\/guides\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">feature guides<\/a> for all the details.<\/p>\n<\/p>\n<p>Alternatively if you want some guidance on how best to add gamification to your product, or support with an integration, <a href=\"https:\/\/cal.com\/trophy\/discovery-call\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">speak to us<\/a> and we\u2019ll help you out.<\/p>\n<\/p>\n<p>We’re super excited to be launching and can\u2019t wait to hear your thoughts and feedback on what we’re building!<\/p>\n<\/p>\n<p>Big thanks!<br \/>Charlie & Jason<\/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><a href=\"https:\/\/www.producthunt.com\/@charlie_hb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_hb<\/a> \ud83c\udfc6<\/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\/@jason_louro1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_louro1<\/a> <a href=\"https:\/\/www.producthunt.com\/@charlie_hb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_hb<\/a> You guys covered almost every gamification primitive \ud83d\ude42 How do you help teams avoid over-gamifying their product; shipping mechanics that boost short-term engagement but hurt long-term value or user trust?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Super excited to be launching our 1.0 on ProductHunt and to lead engineering at Trophy. To add to what Charlie said\u2014in addition to letting you ship streaks, leaderboards, points systems like XP or energy, achievements, and end of year Wrapped, we have one hell of a roadmap planned for 2026.<\/p>\n<\/p>\n<p>Some things we’re cooking up:<\/p>\n<\/p>\n<p>\u2694\ufe0f <strong>Challenges: Unite the community around common goals<\/strong><\/p>\n<p>Create seasonal challenges for users that rally them around a common goal. The community can work toward one aggregate goal (“let’s run one million kilometers in February!”) or the same individual goal (“Anyone who runs fifty kilometers in February completes the challenge”).<\/p>\n<\/p>\n<p>\ud83c\udf81 <strong>Rewards: Award your users for their success<\/strong><\/p>\n<p>Connect Trophy-powered features like Leaderboards, Streaks and Achievements to tangible rewards for users, both external to your platform (e.g. gift cards) and internal (e.g. free access to premium).<\/p>\n<\/p>\n<p>\ud83d\udd25 <strong>Streaks 2.0: Vacation Mode & Personalization<\/strong><\/p>\n<p>Not every user wants the same streak experience. Give them the flexibility to take a week off when they’re on holiday or allow streaks to pause on weekends without breaking.<\/p>\n<\/p>\n<p>That and much more coming in 2026. If these sorts of features sound like a good fit for your web or mobile app, now’s the time to <a href=\"https:\/\/app.trophy.so\/sign-up\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">get started<\/a>; it’s never been easier!<\/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\/@jason_louro1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_louro1<\/a> \ud83e\uddd1\u200d\ud83c\udf73<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Trophy looks like an incredibly helpful and useful product, it will 100% save me a lot of time when I build my next B2C SaaS! I’ve been following its development closely for a while and I think they are definitely onto something big.<\/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\/@pimpl\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pimpl<\/a> Thanks Piotr!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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, great work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marek_nalikowski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marek_nalikowski<\/a> thanks Marek, appreciate the support \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>i’ve always wanted to add a Doulingo-style achievement system to my project, but the backend logic always felt too daunting. seeing how Trophy handles integration is pretty impressive, just a few lines of code. the badge designs are actually top-notch, too. it’s a relief not having to worry about the UI\/UX from scratch.<\/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\/@joeyzhang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joeyzhang<\/a> Thanks for the comment Joey! Give it a try and let us know what you think \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Genius!! Such a cool idea to API this part of building apps.<br \/>Strong value, but building it yourself feels like a distraction from core product R&D – so it always gets pushed back.<br \/>We\u2019ll definitely look into this for our company!<\/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\/@christopher_pechau\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christopher_pechau<\/a> Summed it up perfectly! Your time would be better spent on literally anything other than debugging how a user somehow lost their streak after flying from London to New York \ud83e\udd23<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@christopher_pechau\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christopher_pechau<\/a> Happy to help when you’re ready to build some of these features \ud83e\udee1<\/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>Amazing launch! I don’t know how many times i’ve rolled my own, only to be frustrated cuz it wasn’t portable from system to system, or it was modular enough. Well done! <\/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\/@billortell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@billortell<\/a> Exactly the reason we wanted to build this, so thanks for the validation! \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 guys! super well build product and refreshingly new in the space!!!<\/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\/@chek\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chek<\/a> Thanks for the kind words Che!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@chek\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chek<\/a> Thanks Che, 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the podcast, congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mrkaluzny\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mrkaluzny<\/a> Thanks Wojciech, we have a big backlog of episodes to get edited and published so lots more coming 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>I love gamification in the product, this makes the user much more used to with minimal efforts. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> Thanks for the kind words Anish!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 how much thought seems to have gone into edge cases. That\u2019s usually where homegrown systems quietly fail.<\/p>\n<p>On the analytics side, do teams get visibility into which achievements or streaks are underperforming or too difficult? That feedback loop feels critical for tuning engagement.<\/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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> Thanks for the comment!<\/p>\n<p>Yes, the dashboards show exactly how many users have unlocked each achievement, and have stats like number of active streaks, average streak length etc which can all help to balance the experience!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the ‘Configure without coding’ aspect. We prioritize the same velocity at Dashform (using AI to generate forms instantly).<\/p>\n<p>I’m curious about the integration flow: Can we trigger your ‘Points’ or ‘Badges’ directly via Webhooks when a form submission happens? Or do we need a full backend integration to verify the events securely?<\/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>@openaigpt5 Hey thanks for the comment, great question!<\/p>\n<p>The way this would work would be:<\/p>\n<ol>\n<li>\n<p>You send a `form_submitted` event from your backend each time a user submits a form<\/p>\n<\/li>\n<li>\n<p>You set up rules in Trophy to grant points\/badges to users like “grant 5 points for each form submission” or “unlock badges for 10, 50, 100” form submissions.<\/p>\n<\/li>\n<li>\n<p>Trophy handles keeping track of each users points and badges for you according to those rules<\/p>\n<\/li>\n<li>\n<p>You fetch a users points and badges from Trophy’s API and display them in your app<\/p>\n<\/li>\n<\/ol>\n<p>It’s step 3 that saves the effort at scale, you can make the logic as complex as you like and configure everything from the dashboard. The only code you would write is step 1, to send events to Trophy, and step 4, to actually display data in your 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Kudos on actually building this! Excited to follow along \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@michael_ludden\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michael_ludden<\/a> Thanks Michael, few more launches to come this year so excited to get to it \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on this launch Charlie!! <\/p>\n<\/p>\n<p>Would love to hear about the specific databases you chose for handling high-volume event tracking and leaderboards?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> Thanks Catherine! A lot of it is Redis, it can handle pretty much whatever we throw at it in terms of transactions per second. We then have a Postgres database that data is flushed to periodically. That way we keep latency low but still maintain a relational structure for when we need 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>OK, I admit it… I\u2019m already obsessed with the idea of those notifications. Not just for my users, but for me too. Who doesn\u2019t love a good streak reminder? \ud83d\ude00 Let\u2019s gooooo!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Haha love it! They can work really well. From what we’ve seen, users that receive reminders are about 20% more likely to have a longer streak than those who don’t.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Something that I can integrating in my next product if it aligns well. It is hard to build gamification support from scratch. An API can be very helpful. How are handling reliability concerns? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LK4D7WZTVYNC66\" class=\"app-title\">Superdesign Prompt Library<\/a><\/p>\n<div class=\"one-liner\">Design prompts for style, animation, components<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">256<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u793e\u533a\u9a71\u52a8\u7684\u8bbe\u8ba1\u63d0\u793a\u8bcd\u5e93\uff0c\u901a\u8fc7\u63d0\u4f9b\u9ad8\u8d28\u91cf\u3001\u7cfb\u7edf\u5316\u7684\u8bbe\u8ba1\u63d0\u793a\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u8bbe\u8ba1\u5e08\u5728\u4f7f\u7528AI\u7f16\u7801\u52a9\u624b\u65f6\uff0c\u6709\u6548\u751f\u6210\u7b26\u5408\u9884\u671f\u7684UI\/UX\u8bbe\u8ba1\uff0c\u89e3\u51b3\u201cAI\u8bbe\u8ba1\u5783\u573e\u201d\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\/8f014500-a05b-41f3-99da-686dbbf1a72f.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\/76eee379-5e47-47b1-90eb-602e17a15673.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\/4a5c8b09-1395-403f-9606-228b5466d67a.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\/0f70a0d4-5d5c-4722-b016-7a1a9d1f4480.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/1YcnaeJsPDo\"><source src=\"https:\/\/youtu.be\/1YcnaeJsPDo\" 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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Web Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bbe\u8ba1\u63d0\u793a\u8bcd\u5e93<\/span><br \/>\n <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">UI\u7ec4\u4ef6<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u63d0\u793a\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">\u7f16\u7801\u52a9\u624b\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201cAI\u8bbe\u8ba1\u5783\u573e\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u6d4f\u89c8\u5668\u63d2\u4ef6\u201c\u514b\u9686\u7ec4\u4ef6\u5e76\u63d0\u793a\u201d\u529f\u80fd\u5907\u53d7\u597d\u8bc4\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5982\u4f55\u786e\u4fdd\u63d0\u793a\u8bcd\u8d28\u91cf\u4e0e\u65f6\u6548\u6027\u3001\u907f\u514d\u793e\u533a\u5185\u5bb9\u91cd\u590d\u3001\u52a0\u5f3a\u641c\u7d22\u4e0e\u5206\u7c7b\u3001\u4ee5\u53ca\u672a\u6765\u79fb\u52a8\u7aef\u96c6\u6210\u4e0e\u63d0\u793a\u8bcd\u53c2\u6570\u5316\u7b49\u529f\u80fd\u7684\u89c4\u5212\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 Superdesign Prompt Library \u7784\u51c6\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u65e5\u76ca\u51f8\u663e\u7684\u75db\u70b9\uff1aAI\u7f16\u7801\u52a9\u624b\u5728\u8bbe\u8ba1\u8f93\u51fa\u4e0a\u7684\u201c\u529b\u4e0d\u4ece\u5fc3\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u521b\u9020\u65b0\u6a21\u578b\uff0c\u800c\u662f\u5145\u5f53\u4eba\u4e0eAI\u4e4b\u95f4\u7f3a\u5931\u7684\u201c\u8bbe\u8ba1\u8bed\u5883\u7ffb\u8bd1\u5c42\u201d\u3002\u5b83\u8bd5\u56fe\u5c06\u6a21\u7cca\u7684\u8bbe\u8ba1\u9700\u6c42\uff0c\u7cfb\u7edf\u5316\u4e3aAI\u53ef\u7cbe\u51c6\u6267\u884c\u7684\u63d0\u793a\u8bed\u8a00\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e3aAI\u8bbe\u8ba1\u80fd\u529b\u5efa\u7acb\u4e00\u5957\u201c\u6807\u51c6\u5316\u63a5\u53e3\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u91c7\u7528\u4e86\u201c\u793e\u533a\u9a71\u52a8\u201d\u6a21\u5f0f\u6765\u6784\u5efa\u8fd9\u4e2a\u63a5\u53e3\u5e93\u3002\u8fd9\u65e2\u80fd\u5feb\u901f\u79ef\u7d2f\u8986\u76d6\u98ce\u683c\u3001\u52a8\u6548\u3001\u7ec4\u4ef6\u7684\u6d77\u91cf\u63d0\u793a\u8bcd\uff0c\u4e5f\u5de7\u5999\u5730\u6784\u5efa\u4e86\u6f5c\u5728\u7684\u7f51\u7edc\u6548\u5e94\u548c\u62a4\u57ce\u6cb3\u3002\u7136\u800c\uff0c\u8fd9\u6b63\u662f\u5176\u6700\u5927\u98ce\u9669\u6240\u5728\uff1a\u793e\u533a\u5185\u5bb9\u7684\u8d28\u91cf\u8870\u51cf\u3001\u91cd\u590d\u6cdb\u6ee5\u548c\u65f6\u6548\u6ede\u540e\uff0c\u53ef\u80fd\u8fc5\u901f\u8ba9\u56fe\u4e66\u9986\u53d8\u6210\u201c\u5783\u573e\u573a\u201d\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u8d28\u91cf\u7ef4\u62a4\u3001\u7248\u672c\u63a7\u5236\u548c\u641c\u7d22\u4f18\u5316\u7684\u63d0\u95ee\uff0c\u76f4\u6307\u8fd9\u4e00\u547d\u95e8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6d4f\u89c8\u5668\u63d2\u4ef6\u7684\u201c\u5373\u65f6\u514b\u9686\u4e0e\u63d0\u793a\u201d\u529f\u80fd\uff0c\u662f\u66f4\u5177\u6d1e\u5bdf\u529b\u7684\u8bbe\u8ba1\u3002\u5b83\u5c06\u5de5\u5177\u4ece\u201c\u5b64\u7acb\u7684\u77e5\u8bc6\u5e93\u201d\u65e0\u7f1d\u5d4c\u5165\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\u4e2d\uff0c\u5b9e\u73b0\u4e86\u4ece\u201c\u53c2\u8003\u201d\u5230\u201c\u5b9e\u65f6\u8f85\u52a9\u201d\u7684\u8de8\u8d8a\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5b9e\u7528\u6027\u548c\u7c98\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u770b\uff0c\u8be5\u4ea7\u54c1\u7684\u771f\u6b63\u6311\u6218\u5728\u4e8e\u5e73\u8861\u201c\u6807\u51c6\u5316\u201d\u4e0e\u201c\u521b\u9020\u6027\u201d\u3002\u4f18\u79c0\u7684\u63d0\u793a\u8bcd\u5e93\u80fd\u63d0\u5347\u6548\u7387\uff0c\u4f46\u8fc7\u5ea6\u4f9d\u8d56\u4e5f\u53ef\u80fd\u5bfc\u81f4\u8bbe\u8ba1\u8d8b\u540c\uff0c\u6291\u5236\u539f\u521b\u3002\u5b83\u5fc5\u987b\u8fdb\u5316\u4e3a\u4e00\u5957\u201c\u6d3b\u7684\u8bbe\u8ba1\u7cfb\u7edf\u201d\uff0c\u65e2\u80fd\u63d0\u4f9b\u53ef\u9760\u7684\u57fa\u7840\u5143\u4ef6\uff0c\u53c8\u80fd\u5f15\u5bfc\u7528\u6237\u8fdb\u884c\u7075\u6d3b\u7ec4\u5408\u4e0e\u521b\u65b0\uff0c\u800c\u975e\u6210\u4e3a\u53e6\u4e00\u526fAI\u521b\u4f5c\u7684\u201c\u67b7\u9501\u201d\u3002\u5b83\u662f\u5426\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u63d0\u6548\u201d\u4e0e\u201c\u8d4b\u80fd\u201d\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Superdesign Prompt Library<\/span>\n <\/div>\n<div class=\"comment-content\">Biggest community driven design prompt library, covering styles, animations, UI components, etc. You can build & share design prompts with your team privately or contribute publicly; It works with any coding agent<\/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\u2019m Jason, the founder of Superdesign. Excited to launch on Product Hunt today! \ud83d\ude42 <\/p>\n<\/p>\n<p>LLM often output AI slop design not because of capability, but lack of context & guidance <\/p>\n<\/p>\n<p>However design related prompts are not straightforward and most people don’t know how to prompt it <\/p>\n<\/p>\n<p>That’s why we built one of largest community driven design prompt library, covering styles, animations, UI components, etc. <\/p>\n<\/p>\n<p>You can build & share design prompts with your team privately or contribute publicly <\/p>\n<\/p>\n<p>It works with any coding agent<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jasonzhou1993 Idea is excellent dude. Gratz.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jasonzhou1993\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jasonzhou1993<\/a> Congrats on reaching this milestone!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jasonzhou1993\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jasonzhou1993<\/a> quick question J, How do you ensure prompt quality and evolution over time, so teams don\u2019t just reuse outdated or overfit prompts as models and design conventions change?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Think agents can’t code? Well not when you prompt them poorly! <\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The founder is the reason I\u2019ve already built eight webapps already! \ud83d\ude42<\/p>\n<\/p>\n<p>This tool clearly shows how someone who can break down complex topics into simple terms can create an outstanding product \u2014 especially in a time when shipping is easier than ever.<\/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\/@miguel_parente\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@miguel_parente<\/a> Thanks a lot glad 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/86520c30-d9ac-4d63-9646-7613c1c115e1.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>I’ve been working on a small to-do list product (just for myself), and tried this to generate a logo for me and explore the UI. The result felt somewhat similar to a design I previously created with Antigravity, but more comprehensive. It wasn’t just about individual components or a single screen, it provided a more holistic UI direction(ex. it even gave me a colour system), which I found really helpful.<\/p>\n<p>Just a small curiosity question lol: Is the Ui of Superdesign itself designed using Superdesign prompt?<\/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\/@david0795\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david0795<\/a> Thanks! and yes we use superdesign to design superdesign hah <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 superpower of this app for me is their browser plug-in that lets you just start from anywhere in your existing app. <\/p>\n<\/p>\n<p>Superdesign clones the part of the app you’re on, or even a selected component, and you can immediately start prompting and exploring ideas \/ options from there.<\/p>\n<\/p>\n<p>And it’s very quick to share a functional prototype with the team or users.<\/p>\n<\/p>\n<p>I have started using it a lot at the start of my design process, to get the feel of new ideas early. \ud83d\ude4f <\/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\/@taonga\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taonga<\/a> Thanks so much mate!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I just love this idea guys! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lenaavramenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lenaavramenko<\/a> thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on this one!! \ud83d\udc4f<\/p>\n<\/p>\n<p>How are you handling prompt versioning, parameterization (e.g., templating with variables for dynamic styles\/components), and ensuring compatibility across different agents\/models when users export or share prompts?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Fresh launch and already loving the browser plugin\u2014cloning components for instant AI prompts is a time-saver for UI ideation. As a HK designer fighting ‘AI slop,’ this library fills a huge gap. Congrats Jason, any plans for mobile app integration? \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hkklaus97\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hkklaus97<\/a> great to get some love from HK!<\/p>\n<p>Can i ask what type of integration you are thinking for mobile? definitely keen<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@jasonzhou1993 Thanks for the quick reply! For mobile, I\u2019d love something like: 1) A companion app or extension for Figma\/Adobe XD on iPad\/phone to pull prompts directly; 2) On-device AI prompt generation for quick sketches when away from desktop; 3) Integration with mobile prototyping tools (e.g., Proto.io or Framer) so cloned components can inspire native app UIs. HK designers often work on-the-go\u2014mobile would be huge! What do you think is feasible first? \ud83d\ude80<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Can’t wait to see how this works for my daily prompts! good luck! <\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gayathri_kamath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gayathri_kamath<\/a> we are thinking about introducing a prompt hunt type thing, where daily fresh new design prompt can be introduced!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 very interesting experience, it feels like i won’t need to open heavy design software for simple graphics anymore, Superdesign blends AI with vector editing in a really natural way. it’s fast, simple, and the output quality is surprisingly high. a solid tool for quick assets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on launch \u2014 love how this makes promptable, systemized design actually usable. \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> this man gets 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>Looks really promising. With a large community library though, duplication or slightly-tweaked versions of the same prompt can pile up fast. Curious how you\u2019re thinking about organization, search, and keeping things easy to navigate.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@cathy_cc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathy_cc<\/a> yea we are actually thinking about a few things:<\/p>\n<ol>\n<li>\n<p>‘design prompt hunt’ – like product hunt, but for design prompts, everyday people can share, upvote, highlight<\/p>\n<\/li>\n<li>\n<p>Good search that integrate into the creation process<\/p>\n<\/li>\n<\/ol>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 couple of questions to the launch team:<\/p>\n<ul>\n<li>\n<p>As AI models and design patterns change quickly, how do you ensure prompts don\u2019t become outdated or limit creativity over time?<\/p>\n<\/li>\n<li>\n<p>How do you balance reusability of prompts with the need for designers to develop original thinking rather than relying too heavily on predefined inputs?<\/p>\n<\/li>\n<\/ul>\n<p>Curious to hear how you\u2019re thinking about long-term value and evolution of the library.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SYB6QGIELUS7QR\" class=\"app-title\">Drift<\/a><\/p>\n<div class=\"one-liner\">Screen recorder desktop app with cursor zoom effect<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">171<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Drift\u662f\u4e00\u6b3e\u684c\u9762\u7aef\u5c4f\u5e55\u5f55\u5236\u8f6f\u4ef6\uff0c\u901a\u8fc7\u72ec\u7279\u7684\u81ea\u52a8\u7535\u5f71\u611f\u53d8\u7126\u6548\u679c\u548c\u9690\u79c1\u4f18\u5148\u8bbe\u8ba1\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u5236\u4f5c\u4e13\u4e1a\u6f14\u793a\u3001\u6559\u7a0b\u89c6\u9891\u65f6\u96be\u4ee5\u7a81\u51fa\u5149\u6807\u64cd\u4f5c\u4e14\u62c5\u5fe7\u8ba2\u9605\u8d39\u7528\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 <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/30fa6d90-8fd3-4bde-afc4-ec7a111cf7ab.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/6080784ad3a04e62a9267742a1fbc12d\"><source src=\"https:\/\/www.loom.com\/share\/6080784ad3a04e62a9267742a1fbc12d\" 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\/b8ec7d99-8228-4092-9f62-bb7190492874.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\/03dd0922-2ac8-4ab4-8941-8b1eb2c7921c.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\/d086a9db-2b54-43d5-a946-18147c8a9616.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5c4f\u5e55\u5f55\u5236<\/span><br \/>\n <span class=\"tag\">\u5149\u6807\u53d8\u7126<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u4e70\u65ad\u5236<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6f14\u793a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Windows\u8f6f\u4ef6<\/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\u8d5e\u8d4f\u5176\u7f51\u7ad9\u8bbe\u8ba1\u548c\u89c6\u89c9\u6548\u679c\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u8be2\u95ee\u4e3a\u4f55\u662f\u684c\u9762\u5e94\u7528\u800c\u975e\u7f51\u9875\u6269\u5c55\uff1b\u786e\u8ba4\u76ee\u524d\u4ec5\u652f\u6301Windows\uff1b\u5bf9\u7b49\u5f85\u5217\u8868\u5b58\u5728\u7591\u95ee\uff1b\u6709\u7528\u6237\u5c06\u5176\u4e0e\u5f00\u6e90\u7ade\u54c1Cap\u6bd4\u8f83\u5e76\u671f\u5f85\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Drift\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7ec6\u5206\u5374\u6781\u5177\u4f20\u64ad\u529b\u7684\u75db\u70b9\uff1a\u4e3a\u5f55\u5c4f\u5185\u5bb9\u6dfb\u52a0\u6d41\u884c\u7684\u201c\u7535\u5f71\u611f\u81ea\u52a8\u53d8\u7126\u201d\u6548\u679c\u3002\u5176\u201c\u9690\u79c1\u4f18\u5148\u3001\u65e0\u8ba2\u9605\u201d\u7684\u5356\u70b9\u76f4\u51fb\u5f53\u524d\u7528\u6237\u5bf9\u6301\u7eed\u4ed8\u8d39\u548c\u6570\u636e\u5b89\u5168\u7684\u666e\u904d\u7126\u8651\uff0c\u662f\u806a\u660e\u7684\u5e02\u573a\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u4e25\u5cfb\u7684\u7acb\u8eab\u4e4b\u95ee\u3002\u9996\u5148\uff0c\u5176\u6838\u5fc3\u529f\u80fd\uff08\u5149\u6807\u53d8\u7126\uff09\u5e76\u975e\u72ec\u5360\u58c1\u5792\uff0c\u5df2\u6709\u5982Cap\u7b49\u514d\u8d39\u5f00\u6e90\u65b9\u6848\u5b58\u5728\u3002\u521b\u59cb\u4eba\u201c\u96f6\u9884\u7b97\u542f\u52a8\u201d\u7684\u5766\u8bda\u867d\u663e\u771f\u8bda\uff0c\u5374\u6070\u6070\u66b4\u9732\u4e86\u5176\u6700\u5927\u8f6f\u808b\u2014\u2014\u5728\u7f3a\u4e4f\u8425\u9500\u8d44\u6e90\u548c\u751f\u6001\u6574\u5408\uff08\u5982\u76f4\u63a5\u5206\u4eab\u81f3\u793e\u4ea4\u5e73\u53f0\uff09\u7684\u60c5\u51b5\u4e0b\uff0c\u4e00\u6b3e\u4ed8\u8d39\u684c\u9762\u5e94\u7528\u5982\u4f55\u5bf9\u6297\u514d\u8d39\u5de5\u5177\u4e0e\u64cd\u4f5c\u7cfb\u7edf\u5185\u7f6e\u5f55\u5c4f\u529f\u80fd\u7684\u5939\u51fb\uff1f\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4e3a\u4f55\u4e0d\u505a\u6210\u6269\u5c55\u201d\u7684\u7591\u95ee\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u5176\u5728\u4fbf\u6377\u6027\u4e0e\u7528\u6237\u83b7\u53d6\u95e8\u69db\u4e0a\u7684\u547d\u95e8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u5f53\u524d\u201cWindows only\u201d\u7684\u72b6\u6001\u6781\u5927\u5730\u9650\u5236\u4e86\u5176\u521d\u671f\u7528\u6237\u6c60\u548c\u7f51\u7edc\u6548\u5e94\u5f62\u6210\u3002\u521b\u59cb\u4eba\u5c06\u4e4b\u5f52\u4e3a\u201c\u5c1a\u672a\u5b8c\u7f8e\u201d\uff0c\u4f46\u8de8\u5e73\u53f0\u80fd\u529b\u5f80\u5f80\u662f\u6b64\u7c7b\u5de5\u5177\u7c7b\u8f6f\u4ef6\u751f\u5b58\u7684\u57fa\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u4ef7\u503c\u6216\u8bb8\u4e0d\u5728\u4e8e\u6280\u672f\uff0c\u800c\u5728\u4e8e\u4e00\u79cd\u6781\u7b80\u3001\u4e13\u6ce8\u7684\u4ea7\u54c1\u54f2\u5b66\uff1a\u53ea\u505a\u597d\u201c\u5f55\u5236+\u7535\u5f71\u611f\u201d\u8fd9\u4e00\u4ef6\u4e8b\uff0c\u5e76\u63d0\u4f9b\u4e00\u6b21\u4ed8\u8d39\u7684\u786e\u5b9a\u6027\u3002\u4f46\u8fd9\u4e00\u5b9a\u4f4d\u8981\u6c42\u4ea7\u54c1\u5fc5\u987b\u5728\u6548\u679c\u6d41\u7545\u5ea6\u3001\u81ea\u5b9a\u4e49\u7a0b\u5ea6\u548c\u7528\u6237\u4f53\u9a8c\u7ec6\u8282\u4e0a\u505a\u5230\u6781\u81f4\uff0c\u65b9\u80fd\u652f\u6491\u5176\u6ea2\u4ef7\u3002\u5426\u5219\uff0c\u5b83\u6781\u6613\u6ca6\u4e3a\u5c11\u6570\u7231\u597d\u8005\u5c1d\u9c9c\u540e\u5373\u88ab\u9057\u5fd8\u7684\u5de5\u5177\u3002Drift\u7684\u4e0b\u4e00\u6b65\uff0c\u5fc5\u987b\u5feb\u901f\u8fed\u4ee3\u8de8\u8d8a\u201c\u53ef\u7528\u201d\u5230\u201c\u5353\u8d8a\u201d\u7684\u9e3f\u6c9f\uff0c\u5e76\u627e\u5230\u7cbe\u51c6\u7684\u521b\u4f5c\u8005\u793e\u7fa4\u8fdb\u884c\u6e17\u900f\uff0c\u5426\u5219\u5176\u5149\u8292\u6050\u96be\u9003\u201c\u53eb\u597d\u4e0d\u53eb\u5ea7\u201d\u7684\u6619\u82b1\u4e00\u73b0\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\">Drift<\/span>\n <\/div>\n<div class=\"comment-content\">Professional screen recording studio that you can download Cinematic auto-zoom, privacy-first, no subscriptions. and you can choose between raw and the effect recording<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I wanted to record with such effects after seeing them all over twitter but i found out the desktop app was a paid version so i made it myself .<br \/>> its really hard to distribute something without any kind of large social presence specially when you got 0$ , i hope this helps , but i really want a lot of feedback to improve drift and make it better than existing stuff ! <br \/>thank you for any kind appreciation \/ interaction with drift !<\/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\/@diiviikk5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@diiviikk5<\/a> Did you not try Cap? xD<br \/>It’s free and open-source with the same zoom in features.<\/p>\n<p>I have some issue with Cap, I hope drift solves that – will try it soon<\/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>The website is goddamn beautiful!<\/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>Congrats guys!! Well done \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>The color scheme is too good, man!! I\u2019ll definitely try Drift and give feedback. Keep up the great work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congratulations on your launch, and agreed – your website is very pretty \ud83d\udc4d\ud83c\udffc<\/p>\n<p>why do we need to download and launch the file there, couldn’t it be a chrome extension or website instead, for simpler accessibility?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">ah ive been looking for a good app for this for a long time. is this windows only for now?<\/div>\n<div class=\"comment-actions\">\n<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\/@parthmodi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@parthmodi<\/a> yes windows only , its not perfect yet but im gonna make it a lot better 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>What is the waitlist for? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@syed_shayanur_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_shayanur_rahman<\/a> I needed a way to distribute it so atleast i have a bunch of people i can show my product to , its out now but i didnt want to remove it yet <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/UKK4XBKVQAZZ7J\" class=\"app-title\">Corgi Insurance<\/a><\/p>\n<div class=\"one-liner\">Modular coverage for startups: CGL, D&O, Tech E&O, Cyber<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">140<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Corgi Insurance \u662f\u4e00\u5bb6\u5168\u6808\u5f0f\u4fdd\u9669\u516c\u53f8\uff0c\u4e3a\u521d\u521b\u4f01\u4e1a\u63d0\u4f9b\u6a21\u5757\u5316\u3001\u53ef\u5feb\u901f\u51fa\u5355\u7684\u5546\u4e1a\u4fdd\u9669\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4fdd\u9669\u6d41\u7a0b\u7e41\u7410\u3001\u62a5\u4ef7\u6162\u3001\u4ef7\u683c\u9ad8\u800c\u963b\u788d\u521d\u521b\u516c\u53f8\u7b7e\u7f72\u5546\u4e1a\u5408\u540c\u3001\u79df\u8d41\u534f\u8bae\u7b49\u5173\u952e\u4e1a\u52a1\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\/4aeabc27-5172-40c3-8fdd-0592d6bbe99f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3db3ac8d-16d7-4cbb-9d35-f60281caee50.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0865b888-8e52-464a-af2f-53d76b82dd6e.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\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5546\u4e1a\u4fdd\u9669<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u6a21\u5757\u5316\u4fdd\u9669<\/span><br \/>\n <span class=\"tag\">\u5168\u6808\u5f0f\u4fdd\u9669\u5546<\/span><br \/>\n <span class=\"tag\">D&O\u8d23\u4efb\u9669<\/span><br \/>\n <span class=\"tag\">\u79d1\u6280\u804c\u4e1a\u8d23\u4efb\u9669<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u5b89\u5168\u9669<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u62a5\u4ef7<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u4fdd\u9669\u79d1\u6280<\/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\u9a8c\u8bc1\u4e86\u201c\u521d\u521b\u516c\u53f8\u6295\u4fdd\u96be\u201d\u7684\u75db\u70b9\uff0c\u521b\u59cb\u4eba\u5206\u4eab\u56e0\u4fdd\u9669\u5ef6\u8bef\u9669\u4e9b\u9519\u5931\u5927\u5355\u7684\u7ecf\u5386\u3002\u4ea7\u54c1\u4e0a\u7ebf\u540e\u9700\u6c42\u65fa\u76db\uff0c24\u5c0f\u65f6\u5185\u8d85\u5343\u4eba\u8be2\u4ef7\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u76ee\u524d\u4ec5\u9650\u7f8e\u56fd\uff1b\u6709\u7528\u6237\u53cd\u6620\u62a5\u4ef7\u9ad8\u4e8e\u5e02\u573a\u4ef7\uff08\u540e\u89e3\u91ca\u56e0\u805a\u7126\u4f01\u4e1a\u9669\u800c\u975e\u4e2a\u4eba\u9669\uff09\uff1b\u90e8\u5206\u7528\u6237\u9047\u5230\u7f51\u7ad9\u62a5\u4ef7\u8868\u5355\u6545\u969c\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 Corgi Insurance \u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u4f20\u7edf\u4f01\u4e1a\u4fdd\u9669\u50f5\u5316\u4f53\u7cfb\u7684\u4e00\u6b21\u201c\u7cbe\u51c6\u70ae\u51fb\u201d\u3002\u5176\u5ba3\u79f0\u76841\u5929\u5185\u8d851000\u540d\u521b\u59cb\u4eba\u8be2\u4ef7\u7684\u6570\u636e\uff0c\u662f\u5e02\u573a\u9965\u6e34\u5ea6\u7684\u6700\u5f3a\u6ce8\u811a\uff0c\u4e5f\u8d64\u88f8\u88f8\u5730\u63ed\u793a\u4e86\u4f20\u7edf\u4fdd\u9669\u5728\u670d\u52a1\u654f\u6377\u3001\u9ad8\u98ce\u9669\u7684\u521d\u521b\u4f01\u4e1a\u7fa4\u4f53\u65f6\u7684\u7cfb\u7edf\u6027\u5931\u7075\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u5185\u6838\u5e76\u975e\u7b80\u5355\u7684\u201c\u4fdd\u9669\u7ebf\u4e0a\u5316\u201d\uff0c\u800c\u5728\u4e8e\u5176\u201c\u5168\u6808\u5f0f\u4fdd\u9669\u5546\u201d\u7684\u5b9a\u4f4d\u3002\u5b83\u780d\u6389\u4e86\u4e2d\u95f4\u4ee3\u7406\u73af\u8282\uff0c\u76f4\u63a5\u627f\u4fdd\u548c\u51fa\u5355\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5bf9\u4fdd\u9669\u4ef7\u503c\u94fe\u7684\u91cd\u6784\u3002\u8fd9\u79cd\u6a21\u5f0f\u7784\u51c6\u7684\u5e76\u975e\u4ef7\u683c\u654f\u611f\u578b\u5ba2\u6237\uff08\u4e8b\u5b9e\u4e0a\u5df2\u6709\u8bc4\u8bba\u6307\u51fa\u5176\u62a5\u4ef7\u4e0d\u83f2\uff09\uff0c\u800c\u662f\u201c\u65f6\u95f4\u4e0e\u786e\u5b9a\u6027\u654f\u611f\u578b\u201d\u5ba2\u6237\u2014\u2014\u90a3\u4e9b\u56e0\u4fdd\u9669\u6d41\u7a0b\u5361\u4f4f\u878d\u8d44\u3001\u79df\u8d41\u6216\u5927\u5ba2\u6237\u5408\u540c\u7684\u521d\u521b\u516c\u53f8\u3002Corgi \u552e\u5356\u7684\u662f\u201c\u901f\u5ea6\u201d\u548c\u201c\u786e\u5b9a\u6027\u201d\uff0c\u8fd9\u662f\u6bd4\u5355\u7eaf\u4fdd\u8d39\u6298\u6263\u66f4\u5177\u6740\u4f24\u529b\u7684\u4ef7\u503c\u4e3b\u5f20\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5149\u73af\u4e4b\u4e0b\u6697\u85cf\u8346\u68d8\u3002\u9996\u5148\uff0c\u4ece\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u62a5\u4ef7\u8868\u5355\u6545\u969c\u3001\u90e8\u5206\u7528\u6237\u906d\u9047\u7684\u9ad8\u62a5\u4ef7\u56f0\u60d1\u6765\u770b\uff0c\u5176\u201c\u66f4\u597d\u3001\u66f4\u5feb\u201d\u7684\u7528\u6237\u4f53\u9a8c\u627f\u8bfa\u4ecd\u5904\u4e8e\u65e9\u671f\u6253\u78e8\u9636\u6bb5\u3002\u5176\u6b21\uff0c\u201c\u5168\u6808\u5f0f\u201d\u610f\u5473\u7740\u81ea\u8eab\u627f\u62c5\u5168\u90e8\u98ce\u9669\uff0c\u8fd9\u5bf9\u521d\u521b\u7684\u4fdd\u9669\u516c\u53f8\u672c\u8eab\u7684\u98ce\u63a7\u80fd\u529b\u63d0\u51fa\u6781\u9ad8\u8981\u6c42\uff0c\u5176\u6a21\u578b\u662f\u5426\u7ecf\u8fc7\u5b8c\u6574\u7ecf\u6d4e\u5468\u671f\u7684\u68c0\u9a8c\u5b58\u7591\u3002\u6700\u540e\uff0c\u5176\u6a21\u5f0f\u4e25\u91cd\u4f9d\u8d56\u5bf9\u201c\u521d\u521b\u4f01\u4e1a\u201d\u8fd9\u4e00\u9ad8\u98ce\u9669\u5ba2\u7fa4\u7684\u7cbe\u51c6\u753b\u50cf\u548c\u5b9a\u4ef7\u80fd\u529b\uff0c\u4e00\u65e6\u4e3a\u8ffd\u6c42\u589e\u957f\u800c\u653e\u677e\u6838\u4fdd\u6807\u51c6\uff0c\u6216\u5c06\u57cb\u4e0b\u9690\u60a3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cCorgi \u662f\u4e00\u6b21\u5927\u80c6\u7684\u8303\u5f0f\u521b\u65b0\uff0c\u5b83\u6293\u4f4f\u4e86\u4f20\u7edf\u5e02\u573a\u7684\u5de8\u5927\u7f1d\u9699\u3002\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6d41\u91cf\u7206\u6b3e\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u670d\u52a1\u901f\u5ea6\u201d\u3001\u201c\u98ce\u9669\u5b9a\u4ef7\u201d\u548c\u201c\u957f\u671f\u507f\u4ed8\u80fd\u529b\u201d\u8fd9\u4e2a\u4e0d\u53ef\u80fd\u4e09\u89d2\u4e2d\uff0c\u627e\u5230\u5e76\u8bc1\u660e\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u5e73\u8861\u70b9\u3002\u5b83\u6311\u6218\u7684\u662f\u884c\u4e1a\u767e\u5e74\u79ef\u5f0a\uff0c\u4f46\u771f\u6b63\u7684\u6218\u4e89\u624d\u521a\u521a\u5f00\u59cb\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\">Corgi Insurance<\/span>\n <\/div>\n<div class=\"comment-content\">Corgi is a full-stack insurance carrier building better, faster insurance products for startups. We\u2019re not a broker, so we underwrite and issue policies directly, with fewer handoffs, less friction, and better pricing. Corgi provides the following lines of coverage, and more: – Directors & Officers – Commercial General Liability – Tech Errors & Omissions – Cyber Liability – Employment Practices Liability – Media Liability – Hired and Non-Owned Auto – Representations & Warranties<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">We raised $108M to build insurance for startups.<\/p>\n<p>Getting insurance as a startup has always been a such a pain. In my experience, it’s held up commercial lease agreements, enterprise contracts that we’ve dreamed of, and more.<\/p>\n<p>We knew it was a big pain, but even we didn\u2019t realise how big of a problem this really was.<\/p>\n<p>We came out of stealth a few days ago and the inbound has been overwhelming. Within the past 24 hours, we\u2019ve had 1000+ founders get quotes from our website. Our team has been getting texts and emails from people who were ready to switch over to cheaper, better, and faster insurance.<\/p>\n<p>Founders investing the time to switch away from existing providers was a clear signal that existing solutions just aren\u2019t good enough.<\/p>\n<p>We built Corgi to move at the speed that startups do. We\u2019re a full-stack insurance carrier, so we underwrite and issue policies directly with no handoffs and better pricing.<\/p>\n<p>Let me know if you have any questions at <a href=\"mailto:josh@corgi.insure\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">josh@corgi.insure<\/a>. Happy to hop on a call any time. If you’re in SF, let’s chat at our office!<\/p>\n<p>Find more about us at <a href=\"http:\/\/www.corgi.insure\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.corgi.insure<\/a>.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@josh_jung\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josh_jung<\/a> Congrats on the traction ! That\u2019s a strong signal. When founders switch away from existing providers, what\u2019s the one moment that usually triggers it: price shock, contract delay, bad claims experience, or something else entirely?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 Josh, congrats on the launch and that traction is wild. That line about insurance holding up enterprise contracts you dreamed of really stands out. Was there a specific deal where you were so close but stuck waiting on insurance paperwork?<\/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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> This was for one of our first “big” deal that my team was about to close. We didn’t realise the contract would require insurance from our end (e&o and cyber) and I remember scrambling to get quotes because time kills all deals. We were able to close in the end but it was super frustrating that we couldn’t get quoted fast enough.<\/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>So excited to have this available for startups! <\/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\/@emily_yuan1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@emily_yuan1<\/a> \ud83d\udcaa<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>If only this was available back in the day when I was building Orbital! Could have saved us 6 weeks of back and forth<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 website quote form was broken when I used this after YC’s announcement, hoping to see a quote this time!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@thecarguy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thecarguy<\/a> Feel free to email me at <a href=\"mailto:josh@corgi.insure\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">josh@corgi.insure<\/a>, let’s get that fixed 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great idea and offering! Quick question though: it’s US-only, right? <\/p>\n<\/p>\n<p>I would expect it to be US-only, but perhaps you went really wild and can already broker globally.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@christophe_henner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christophe_henner<\/a> US only for now, but we’ll be working hard to provide insurance internationally very 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As someone just starting as a 1099 for an org that needed me to carry insurance, I was super excited to try this out and loved the ease of use and low-touch method where I didn’t have to talk to someone or go back and forth. That was, until I got to the quote and it was 3x every other quote I’ve gotten so far, to the tune of $3k annually vs. $1k for the same coverage from well-known insurance providers \ud83d\ude41<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@robroark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@robroark<\/a> At the moment, we focus on business insurance rather than personal coverage. We\u2019re working hard to expand and hope to support your personal insurance needs 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4C5SL3FNZPCY3B\" class=\"app-title\">Adject v1.5<\/a><\/p>\n<div class=\"one-liner\">Create hyper-realistic product images & videos instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">136<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Adject\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u5de5\u5177\uff0c\u80fd\u5373\u65f6\u751f\u6210\u8d85\u5199\u5b9e\u4ea7\u54c1\u56fe\u7247\u548c\u89c6\u9891\uff0c\u4e3a\u7535\u5546\u54c1\u724c\u89e3\u51b3\u4e86\u9ad8\u8d28\u91cf\u89c6\u89c9\u5185\u5bb9\u5236\u4f5c\u6210\u672c\u9ad8\u3001\u8017\u65f6\u957f\u4e14\u96be\u4ee5\u89c4\u6a21\u5316\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\/9a37d416-d2ff-47a9-bb4d-8bd62fda6d08.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd08719b-6688-4b95-a6cc-b678fac9995c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ae18ed60-cd2f-44bb-9034-fdffa89ac331.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cd7a5693-07a1-40e4-b2c1-ccfd93efe827.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c2004504-437f-4502-870c-5af9bfcf733e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1128905-325a-48cd-aaa0-0952246b1e58.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">E-Commerce<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u56fe\u50cf\u751f\u6210<\/span><br \/>\n <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u7535\u5546\u89c6\u89c9\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6444\u5f71\u66ff\u4ee3<\/span><br \/>\n <span class=\"tag\">\u8d85\u5199\u5b9e\u5185\u5bb9<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AIGC\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u5f71\u68da\u7ea7\u201d\u5185\u5bb9\u75db\u70b9\u7684\u4ef7\u503c\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u671f\u5f85\u4e0eShopify\/WooCommerce\u96c6\u6210\uff1b\u6a21\u677f\u529f\u80fd\u52a0\u8f7d\u5f02\u5e38\uff1b\u8be2\u95eeAI\u751f\u6210\u5185\u5bb9\u7684\u5546\u7528\u6cd5\u5f8b\u652f\u6301\uff1b\u4ee5\u53ca\u63a2\u8ba8\u5728\u62e5\u6324\u5e02\u573a\u4e2d\u5982\u4f55\u901a\u8fc7\u5de5\u4f5c\u6d41\u548c\u4e00\u81f4\u6027\u5b9e\u73b0\u5dee\u5f02\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 Adject 1.5\u7684\u8fed\u4ee3\uff0c\u8868\u9762\u662f\u589e\u52a0\u4e86\u89c6\u9891\u529f\u80fd\u548c\u9879\u76ee\u5316\u7ba1\u7406\uff0c\u5b9e\u8d28\u662f\u4e00\u6b21\u4ece\u201cAI\u73a9\u5177\u201d\u5411\u201cAI\u751f\u4ea7\u529b\u5de5\u5177\u201d\u7684\u5173\u952e\u8dc3\u8fc1\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u751f\u6210\u5355\u5f20\u7cbe\u7f8e\u56fe\u7247\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u4ee5\u201c\u9879\u76ee\u201d\u548c\u201c\u53c2\u8003\u56fe\u201d\u4e3a\u6838\u5fc3\u7684\u3001\u53ef\u91cd\u590d\u3001\u53ef\u6279\u91cf\u64cd\u4f5c\u7684\u5de5\u4f5c\u6d41\u3002\u8fd9\u7cbe\u51c6\u523a\u4e2d\u4e86\u7535\u5546\u8fd0\u8425\u7684\u547d\u95e8\u2014\u2014\u89c6\u89c9\u4e00\u81f4\u6027\u3002\u4e2d\u5c0f\u5356\u5bb6\u9762\u4e34\u7684\u5e76\u975e\u7f3a\u4e00\u5f20\u597d\u56fe\uff0c\u800c\u662f\u7f3a\u4e00\u6574\u5957\u98ce\u683c\u7edf\u4e00\u3001\u53ef\u5feb\u901f\u8fed\u4ee3\u7684\u89c6\u89c9\u8d44\u4ea7\u5e93\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u7684\u5173\u6ce8\u70b9\u5df2\u8d85\u8d8a\u201c\u6548\u679c\u60ca\u8273\u201d\uff0c\u8f6c\u5411\u201c\u5982\u4f55\u878d\u5165\u6211\u7684\u751f\u610f\u201d\uff08\u96c6\u6210\u9700\u6c42\uff09\u548c\u201c\u6211\u7528\u5f97\u662f\u5426\u5b89\u5fc3\u201d\uff08\u5546\u7528\u6cd5\u5f8b\u6027\u8d28\uff09\u3002\u8fd9\u6807\u5fd7\u7740\u5e02\u573a\u6b63\u4ece\u65e9\u671f\u5c1d\u9c9c\u8005\u8f6c\u5411\u52a1\u5b9e\u7684\u4f7f\u7528\u8005\u3002Adject\u56e2\u961f\u201c\u4e0d\u53ef\u8a00\u8bf4\u201d\u7684\u5dee\u5f02\u5316\u8def\u7ebf\uff0c\u6697\u793a\u5176\u6df1\u8c19\u62a4\u57ce\u6cb3\u5728\u4e8e\u6df1\u5ea6\u7ed1\u5b9a\u7535\u5546\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u5e95\u5c42\u6a21\u578b\u672c\u8eab\u3002\u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u6e05\u6670\uff1a\u4f5c\u4e3a\u5e94\u7528\u5c42\u5de5\u5177\uff0c\u9700\u5728\u5feb\u901f\u6f14\u8fdb\u7684\u5e95\u5c42\u6a21\u578b\u6d6a\u6f6e\u4e0e\u7528\u6237\u5bf9\u7a33\u5b9a\u3001\u53ef\u63a7\u5de5\u4f5c\u6d41\u7684\u6e34\u6c42\u4e4b\u95f4\u8d70\u94a2\u4e1d\uff1b\u540c\u65f6\uff0cAI\u7248\u6743\u7684\u6cd5\u5f8b\u7070\u8272\u5730\u5e26\u4ecd\u662f\u60ac\u9876\u4e4b\u5251\u3002\u82e5\u80fd\u7387\u5148\u6253\u901a\u4e0e\u7535\u5546\u5e73\u53f0\u7684\u95ed\u73af\uff0c\u5b83\u5c06\u4e0d\u518d\u662f\u5355\u7eaf\u7684\u56fe\u7247\u751f\u6210\u5668\uff0c\u800c\u8fdb\u5316\u4e3a\u7535\u5546\u89c6\u89c9\u7684\u201c\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Adject v1.5<\/span>\n <\/div>\n<div class=\"comment-content\">Adject 1.5 introduces a fully project-based workflow for creating hyper-realistic product images and videos. Organize generations by project, switch between image and video modes, and create visuals using image-to-image, reference-based generation, image-to-video, and frame-to-video. Built for e-commerce brands that want studio-quality visuals without studios, photographers, or complex tools.<\/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\u2019m Saljug, the co-founder of Adject. We built Adject because creating high-quality product visuals was always slow, expensive, and hard to scale, especially for small brands and online sellers.<\/p>\n<p>With Adject 1.5, we redesigned the entire workflow around projects, added AI video generation, and made it easier to create consistent product visuals using references or existing images.<\/p>\n<p>We\u2019d love your feedback, especially from e-commerce sellers, marketers, and creators. Happy to answer any questions here!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<br \/>I’m Berke, one of the co-founders of Adject. Thanks to everyone supporting today\u2019s launch!<\/p>\n<p>With Adject v1.5, we\u2019ve made product visual creation much more consistent \u2014 project-based workflow, reference-based generation, and AI video pipelines are now live.<\/p>\n<p>We\u2019re especially looking for feedback in two areas:<\/p>\n<ol>\n<li>\n<p>E-commerce workflow alignment<\/p>\n<\/li>\n<li>\n<p>Visual consistency<\/p>\n<\/li>\n<\/ol>\n<p>We’re here for anyone who wants to try it out, and I’ll be around to answer any questions \ud83d\ude4f<\/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\/@berkeseker0104\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@berkeseker0104<\/a> congrats! \ud83d\udc4f\ud83c\udffc\ud83d\udc4f\ud83c\udffc\ud83d\udc4f\ud83c\udffc<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 solves the ‘studio quality’ bottleneck perfectly! <\/p>\n<p>We see this exact struggle with our e-commerce users at Dashform. This is a game changer for them.<\/p>\n<p>Upvoted! Let’s support each other’s launches!<\/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\/@openaigpt5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@openaigpt5<\/a> Hi, thanks for it, Ethan!<\/p>\n<\/p>\n<p>Yeah, you are spot on. Adject saves money and time for sellers. Again, thanks for it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I actually had the idea of building something like this as well, you guys really nailed both the website and the output.<\/p>\n<\/p>\n<p>One small thing: the <strong>templates section<\/strong> doesn\u2019t load for me, the loading loop keeps resetting.<\/p>\n<\/p>\n<p>Overall, this looks like a great tool. Congrats on the launch! \ud83d\udc4f<\/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\/@mees_schiks\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mees_schiks<\/a> Hi! Glad you liked that Mees<\/p>\n<p>Yeah, the templates section doesn’t load because the prepared templates are in draft. We will update them and make them available for users to try. You can use templates and generate perfect images in seconds without typing a single prompt.<\/p>\n<p>Again, thanks for the feedback. We really appreciate it! Would like to talk more about Adject if you have more suggestions or ideas.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 lot of tools focus on generation, fewer focus on repeatability. <\/p>\n<p>Curious how you think about differentiation as this space gets more crowded?<\/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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> The key part will be able to do many things at one place, with better UI\/UX<\/p>\n<p>And many more things that we will bring which i can not tell here \ud83d\ude4c\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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>i often struggle to get high-quality lighting in my home office, but this tech makes it look like I hired a professional crew for a high-end shoot. \ud83d\udcf8<\/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\/@new_user___3282025fa49521ad0ba0301\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@new_user___3282025fa49521ad0ba0301<\/a> Thanks for your feedback Raj! Glad you liked 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>Congrats on the launch \u2014 love this studio\u2011quality, AI\u2011first workflow for brands.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Thanks for that! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love to see this. I’m curious, do you have any integration with Shopify or WooCommerce?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ant0ine_gt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ant0ine_gt<\/a> Thanks for it, Antoine! For now, no. However, fortunately, it is in our roadmap already. Stay tuned!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 your Commercial Use work from something that was generated by AI?<br \/>Is there any support in American law about this? Thanks.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congratulations!!! can you provide solutions for devs build app that powered by <strong>Adject<\/strong>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DBMW6VGVRU5K2I\" class=\"app-title\">\u00a0cubic 2.0<\/a><\/p>\n<div class=\"one-liner\">Code reviews for the AI era<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">124<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cubic 2.0\u662f\u4e00\u6b3e\u9762\u5411AI\u65f6\u4ee3\u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\uff0c\u901a\u8fc7\u5728\u771f\u5b9e\u4ed3\u5e93\u4e2d\u8fdb\u884c\u5b9e\u65f6\u3001\u7cbe\u51c6\u3001\u4f4e\u566a\u58f0\u7684\u5ba1\u67e5\uff0c\u5e2e\u52a9\u5f00\u53d1\u56e2\u961f\u9ad8\u6548\u4fe1\u4efb\u548c\u5408\u5e76AI\u751f\u6210\u7684\u4ee3\u7801\uff0c\u89e3\u51b3AI\u7f16\u7801\u4ea7\u51fa\u53ef\u4fe1\u5ea6\u4e0e\u5ba1\u67e5\u6548\u7387\u7684\u74f6\u9888\u95ee\u9898\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\/6948f958-fe5e-4cb6-87c5-03f44223fa5a.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\/e801b1e0-0253-4402-8911-606f98b8a970.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d2d0aa38-a643-4f7e-99bc-32d356f1ac1b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fe46c4fd-6940-441c-b7ee-5e877a59fdc2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1b23ffd5-0158-468d-9c66-6e6d60301788.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\/c6d1c952-067f-4a44-818f-023e5ceacb4f.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=7bzIJYy0Nfw\"><source src=\"https:\/\/www.youtube.com\/watch?v=7bzIJYy0Nfw\" 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\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u8d28\u91cf<\/span><br \/>\n <span class=\"tag\">PR\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u914d\u7f6e\u5373\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u547d\u4ee4\u884c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4f4e\u566a\u58f0\u544a\u8b66<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u5f3a\u8c03\u4ea7\u54c1\u89e3\u51b3\u4f20\u7edfAI\u5ba1\u67e5\u5de5\u5177\u6f0f\u62a5\u548c\u566a\u58f0\u8fc7\u591a\u4e24\u5927\u75db\u70b9\u3002\u7528\u6237\u80af\u5b9a\u5176\u201c\u5de5\u4f5c\u6d41\u201d\u5b9a\u4f4d\uff0c\u8be2\u95ee\u589e\u91cf\u68c0\u67e5\u3001CLI\u7b49\u6a21\u5757\u7684\u5b9e\u9645\u4ef7\u503c\u3002\u53e6\u6709\u7528\u6237\u5173\u6ce8\u4ea7\u54c1\u662f\u5426\u80fd\u68c0\u6d4bAI\u751f\u6210\u7684\u201c\u81ea\u4fe1\u4f46\u9519\u8bef\u201d\u7684\u903b\u8f91\u5e7b\u89c9\uff0c\u800c\u975e\u4ec5\u6837\u5f0f\u68c0\u67e5\uff0c\u5f97\u5230\u80af\u5b9a\u7b54\u590d\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Cubic 2.0\u7684\u53d1\u5e03\uff0c\u8868\u9762\u4e0a\u662f\u4e00\u6b21\u5f15\u64ce\u8fed\u4ee3\u548c\u529f\u80fd\u6269\u5145\uff0c\u672c\u8d28\u4e0a\u662f\u5bf9\u201cAI\u65f6\u4ee3\u4ee3\u7801\u5ba1\u67e5\u201d\u8fd9\u4e00\u65b0\u5174\u573a\u666f\u7684\u91cd\u65b0\u5b9a\u4e49\u3002\u5b83\u654f\u9510\u5730\u6293\u4f4f\u4e86\u5f53\u524d\u5f00\u53d1\u5de5\u4f5c\u6d41\u7684\u65ad\u5c42\uff1aAI\u751f\u6210\u4ee3\u7801\u7684\u4fbf\u6377\u6027\u4e0e\u4ee3\u7801\u5408\u5e76\u524d\u7684\u53ef\u4fe1\u6027\u9a8c\u8bc1\u4e4b\u95f4\uff0c\u5b58\u5728\u5de8\u5927\u7684\u6548\u7387\u9e3f\u6c9f\u3002\u4ea7\u54c1\u4ece\u201cGitHub\u8bc4\u8bba\u673a\u5668\u4eba\u201d\u5347\u7ea7\u4e3a\u201c\u5ba1\u67e5\u5de5\u4f5c\u6d41\u201d\uff0c\u901a\u8fc7CLI\u3001\u589e\u91cf\u68c0\u67e5\u3001\u914d\u7f6e\u5373\u4ee3\u7801\u7b49\u5468\u8fb9\u5de5\u5177\u5d4c\u5165\u5f00\u53d1\u95ed\u73af\uff0c\u8bd5\u56fe\u5c06\u5ba1\u67e5\u52a8\u4f5c\u5de6\u79fb\u5e76\u5e38\u6001\u5316\uff0c\u8fd9\u6bd4\u5355\u7eaf\u63d0\u9ad8\u8bc4\u8bba\u51c6\u786e\u5ea6\u66f4\u5177\u7cfb\u7edf\u6027\u4ef7\u503c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u6700\u7cbe\u51c6\u201d\u548c\u201c\u4f4e\u566a\u58f0\u201d\u9762\u4e34\u4e25\u5cfb\u8003\u9a8c\u3002AI\u4ee3\u7801\u5ba1\u67e5\u7684\u6838\u5fc3\u77db\u76fe\u5728\u4e8e\uff0c\u9759\u6001\u5206\u6790\u96be\u4ee5\u5b8c\u5168\u7406\u89e3\u52a8\u6001\u7684\u4e1a\u52a1\u903b\u8f91\u610f\u56fe\uff0c\u5c24\u5176\u662f\u9488\u5bf9AI\u90a3\u79cd\u201c\u770b\u4f3c\u5408\u7406\u5b9e\u5219\u9519\u8bef\u201d\u7684\u5e7b\u89c9\u3002\u4ea7\u54c1\u9009\u62e9\u9ed8\u8ba4\u5ffd\u7565\u6837\u5f0f\u95ee\u9898\u3001\u805a\u7126\u201c\u4e25\u91cd\u95ee\u9898\u201d\u7684\u914d\u7f6e\u53d6\u5411\uff0c\u662f\u4e00\u6b21\u660e\u667a\u7684\u98ce\u9669\u89c4\u907f\uff0c\u4f46\u4e5f\u5c06\u81ea\u8eab\u7f6e\u4e8e\u4e00\u4e2a\u66f4\u68d8\u624b\u7684\u6218\u573a\uff1a\u5982\u4f55\u5b9a\u4e49\u548c\u6355\u83b7\u90a3\u4e9b\u5bf9\u4e1a\u52a1\u5f71\u54cd\u6df1\u8fdc\u3001\u5374\u53c8\u9690\u853d\u7684\u903b\u8f91\u9519\u8bef\uff1f\u8fd9\u9700\u8981\u6a21\u578b\u5bf9\u4ee3\u7801\u4e0a\u4e0b\u6587\u548c\u9886\u57df\u77e5\u8bc6\u6709\u6781\u6df1\u7684\u7406\u89e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u53ef\u80fd\u4e0d\u5728\u4e8e\u5355\u70b9\u5ba1\u67e5\u7684\u7b97\u6cd5\u4f18\u52bf\uff0c\u800c\u5728\u4e8e\u901a\u8fc7\u201ccubic.yaml\u201d\u548c\u6301\u7eed\u96c6\u6210\u751f\u6001\u6240\u6784\u5efa\u7684\u3001\u53ef\u5b9a\u5236\u5316\u7684\u56e2\u961f\u5ba1\u67e5\u7b56\u7565\u5e93\u3002\u5c06\u5ba1\u67e5\u89c4\u5219\u548c\u504f\u597d\u4ee3\u7801\u5316\u3001\u7248\u672c\u5316\uff0c\u4f7f\u5f97\u56e2\u961f\u7684\u6700\u4f73\u5b9e\u8df5\u5f97\u4ee5\u6c89\u6dc0\u548c\u590d\u7528\uff0c\u8fd9\u6216\u8bb8\u80fd\u5c06\u5176\u4ece\u4e00\u6b3e\u201c\u66f4\u806a\u660e\u7684Linter\u201d\u63d0\u5347\u4e3a\u201c\u56e2\u961f\u4ee3\u7801\u8d28\u91cf\u89c4\u8303\u7684AI\u6267\u884c\u5c42\u201d\u3002\u4f46\u8fd9\u6761\u8def\u80fd\u5426\u8d70\u901a\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u201c\u7cbe\u51c6\u5ea6\u201d\u548c\u201c\u53ef\u914d\u7f6e\u6027\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\uff0c\u907f\u514d\u9677\u5165\u8fc7\u5ea6\u914d\u7f6e\u7684\u590d\u6742\u6027\uff0c\u6216\u6210\u4e3a\u53e6\u4e00\u4e2a\u4ee4\u4eba\u75b2\u60eb\u7684\u544a\u8b66\u6765\u6e90\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\">\u00a0cubic 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">Over the past few months, we’ve been completely rebuilding cubic’s AI review engine. Today we’re excited to announce cubic 2.0, the most accurate AI code reviewer available. cubic helps teams read, trust, and merge AI-generated code in real repos. It is optimized for accuracy and low noise, and it goes beyond PR comments with a CLI, AI docs, and PR description updates. Used by 100+ orgs including Cal.com, n8n, Granola, and Linux Foundation projects.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Hunters, I\u2019m Paul, the founder of cubic.<\/p>\n<\/p>\n<p>If you\u2019ve tried AI code review tools before, you\u2019ve probably seen both failure modes:<\/p>\n<p>1. they miss the important stuff<\/p>\n<p>2. they comment so much that you stop reading<\/p>\n<\/p>\n<p>We built cubic because review is now the bottleneck. AI made it easy to produce code. It did not make it easy to trust a big diff in a complex repo.<\/p>\n<\/p>\n<p>Over the last few months we\u2019ve been iterating hard on the engine, and the change is big enough that we\u2019re calling it cubic 2.0. It\u2019s faster, more accurate, and noticeably less noisy than it was a few months ago.<\/p>\n<\/p>\n<p>The other thing we learned is that \u201ca GitHub bot that comments on PRs\u201d is not enough anymore. Review is a workflow, not a feature, so we built the pieces around it too:<\/p>\n<\/p>\n<p>– incremental checks on every push<\/p>\n<p>– PR descriptions that stay accurate<\/p>\n<p>– wiki docs that stay in sync<\/p>\n<p>– `cubic.yaml` for config-as-code<\/p>\n<p>– and a CLI so you can run review before you push<\/p>\n<\/p>\n<p>If you try it, I\u2019d love blunt feedback:<\/p>\n<\/p>\n<p>– What did it catch that you actually cared about?<\/p>\n<p>– What should it stop commenting on?<\/p>\n<\/p>\n<p>I\u2019ll be here in the comments!<\/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\">Killer updates y\u2019all. Best wishes\u2026and gratz.<\/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\/@thekidsprinkles\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thekidsprinkles<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Framing review as a workflow, not just a PR bot, really resonates. Curious which piece ends up being most valuable in practice. The incremental checks, the CLI, or the config-as-code?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Upvoted! We face the same struggle at Dashform\u2014the real pain isn’t syntax, but those subtle logic hallucinations that look correct at a glance.<\/p>\n<p>A small question, Does Cubic specifically target those ‘confident but wrong’ errors beyond just style checks?<\/p>\n<p>Rooting for you guys! Happy to support fellow teams pushing the boundaries of AI dev tools.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@openaigpt5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@openaigpt5<\/a> Hey Ethan, thanks for the support. <\/p>\n<p>> Does Cubic specifically target those ‘confident but wrong’ errors beyond just style checks?<\/p>\n<p>yes! by default it’s designed to not catch a lot of styling issues. You can configure it to do that by increasing the sensitivity, but our customers tend to be teams who prefer focusing on more serious issues<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/CL6YE467ZS3M42\" class=\"app-title\">AirSome<\/a><\/p>\n<div class=\"one-liner\">The ‘Aha!’ moment for Airbnb reviews<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">109<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u9a71\u52a8\u7684Chrome\u6269\u5c55\uff0c\u80fd\u5728\u7528\u6237\u6d4f\u89c8Airbnb\u623f\u6e90\u65f6\uff0c\u51e0\u79d2\u5185\u81ea\u52a8\u603b\u7ed3\u8bc4\u8bba\u5e76\u7a81\u51fa\u201c\u4ea4\u6613\u7834\u574f\u8005\u201d\u4e0e\u201c\u9690\u85cf\u5b9d\u85cf\u201d\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u624b\u52a8\u9010\u6761\u9605\u8bfb\u6d77\u91cf\u8bc4\u8bba\u8017\u65f6\u8017\u529b\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\/fdc0bad2-57dd-42bb-9732-07015e130270.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\/b35f9446-e6a4-480a-8050-7f5dcd66ad28.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\/ec71b5ab-05d1-4f6d-bda8-b5ca4ea03f32.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Global Nomad<\/span><br \/>\n <span class=\"tag\">Travel<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65c5\u884c\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u6458\u8981<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u8bc4\u8bba\u5206\u6790<\/span><br \/>\n <span class=\"tag\">Airbnb\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u51b3\u7b56\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f4f\u5bbf\u9884\u8ba2<\/span><br \/>\n <span class=\"tag\">\u75db\u70b9\u89e3\u51b3<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u8bc4\u8bba\u4fa6\u63a2\u201d\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5e76\u8be2\u95ee\u5411Booking.com\u7b49\u5e73\u53f0\u7684\u6269\u5c55\u8ba1\u5212\u3002\u4e3b\u8981\u5efa\u8bae\u96c6\u4e2d\u5728AI\u6458\u8981\u7684\u51c6\u786e\u6027\u4f18\u5316\u4e0a\uff0c\u5e0c\u671b\u7b97\u6cd5\u80fd\u66f4\u5173\u6ce8\u666e\u904d\u63d0\u53ca\u7684\u5c5e\u6027\u800c\u975e\u4e2a\u522b\u79bb\u7fa4\u8bc4\u8bba\uff0c\u5e76\u66f4\u597d\u5730\u5904\u7406\u8bc4\u8bba\u968f\u65f6\u95f4\u5931\u6548\u7684\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n AirSome\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u771f\u5b9e\u3001\u9ad8\u9891\u7684\u75db\u70b9\u2014\u2014\u4fe1\u606f\u8fc7\u8f7d\u4e0b\u7684\u51b3\u7b56\u75b2\u52b3\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5e94\u7528\u5c42\u7684\u4fe1\u606f\u8fc7\u6ee4\u5668\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u6709\u591a\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u5c06\u6210\u719f\u7684NLP\u6280\u672f\u7cbe\u51c6\u5730\u6ce8\u5165\u4e00\u4e2a\u672a\u88ab\u5de5\u5177\u5316\u7684\u4f4e\u6548\u573a\u666f\uff08\u624b\u52a8\u9605\u8bfb\u8bc4\u8bba\uff09\uff0c\u5b9e\u73b0\u4e86\u4ece\u201c\u9605\u8bfb\u201d\u5230\u201c\u83b7\u53d6\u6d1e\u5bdf\u201d\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u76ee\u524d\u9762\u4e34\u7684\u6838\u5fc3\u77db\u76fe\u662f\u201c\u6458\u8981\u7684\u51c6\u786e\u6027\u4e0e\u4ee3\u8868\u6027\u201d\u3002\u4ece\u4e00\u4f4d\u623f\u4e1c\u7684\u53cd\u9988\u53ef\u89c1\uff0cAI\u53ef\u80fd\u8fc7\u5ea6\u653e\u5927\u4e86\u4e2a\u522b\u8d1f\u9762\u8bc4\u4ef7\uff0c\u8fd9\u66b4\u9732\u51fa\u7b97\u6cd5\u5728\u201c\u663e\u8457\u6027\u201d\u4e0e\u201c\u666e\u904d\u6027\u201d\u4e4b\u95f4\u7684\u6743\u8861\u5c1a\u672a\u81fb\u5b8c\u5584\u3002\u4ea7\u54c1\u7684\u53ef\u9760\u6027\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5bf9\u8bc4\u8bba\u8bed\u5883\u3001\u65f6\u95f4\u8870\u51cf\u53ca\u6587\u5316\u5dee\u5f02\uff08\u5982\u5bf9\u201c\u566a\u97f3\u201d\u7684\u5bb9\u5fcd\u5ea6\uff09\u7684\u6df1\u5ea6\u7406\u89e3\uff0c\u8fd9\u8fdc\u975e\u7b80\u5355\u7684\u5173\u952e\u8bcd\u63d0\u53d6\u6240\u80fd\u89e3\u51b3\u3002\u82e5\u4e0d\u80fd\u6301\u7eed\u4f18\u5316\u6b64\u70b9\uff0c\u5de5\u5177\u53ef\u80fd\u53cd\u800c\u4f1a\u8bef\u5bfc\u7528\u6237\uff0c\u5236\u9020\u65b0\u7684\u4fe1\u606f\u504f\u5dee\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5546\u4e1a\u6a21\u5f0f\uff08\u514d\u8d39\u989d\u5ea6+\u6f5c\u5728\u589e\u503c\u670d\u52a1\uff09\u548c\u8f7b\u91cf\u7684\u6269\u5c55\u5f62\u6001\u662f\u660e\u667a\u7684\u8d77\u70b9\uff0c\u4f46\u58c1\u5792\u4e0d\u9ad8\u3002\u7528\u6237\u7684\u6269\u5c55\u5e73\u53f0\u8bc9\u6c42\u65e2\u662f\u673a\u9047\u4e5f\u662f\u8b66\u793a\uff1a\u8fd9\u9a8c\u8bc1\u4e86\u9700\u6c42\u7684\u666e\u9002\u6027\uff0c\u4f46\u4e5f\u9884\u793a\u4e00\u65e6Airbnb\u81ea\u8eab\u6216\u66f4\u5927\u7684\u65c5\u884c\u5e73\u53f0\u5185\u7f6e\u7c7b\u4f3c\u529f\u80fd\uff0c\u5176\u751f\u5b58\u7a7a\u95f4\u5c06\u8fc5\u901f\u88ab\u6324\u538b\u3002\u56e0\u6b64\uff0c\u5176\u957f\u671f\u751f\u5b58\u7684\u5173\u952e\u5728\u4e8e\uff1a\u80fd\u5426\u4f9d\u6258\u521d\u671f\u6570\u636e\u4e0e\u7528\u6237\u53cd\u9988\uff0c\u6784\u5efa\u8d77\u8d85\u8d8a\u901a\u7528NLP\u6a21\u578b\u7684\u3001\u5782\u76f4\u9886\u57df\u4e13\u7528\u7684\u8bc4\u8bba\u7406\u89e3\u4e0e\u6458\u8981\u751f\u6210\u80fd\u529b\uff0c\u5e76\u5feb\u901f\u5f62\u6210\u591a\u5e73\u53f0\u8986\u76d6\u7684\u7f51\u7edc\u6548\u5e94\u3002\u5f53\u524d\u5b83\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u6b62\u75db\u836f\u201d\uff0c\u4f46\u8981\u60f3\u6210\u4e3a\u65c5\u884c\u89c4\u5212\u7684\u201c\u7ef4\u4ed6\u547d\u201d\uff0c\u9053\u8def\u5c1a\u957f\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\">AirSome<\/span>\n <\/div>\n<div class=\"comment-content\">AI-powered summaries of Airbnb reviews. Find dealbreakers in seconds. Stop wasting hours reading through dozens of Airbnb reviews. AirSome uses advanced AI to instantly summarize reviews and surface dealbreakers, so you can book with confidence in seconds instead of spending 15+ minutes per listing.<\/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>I\u2019m Ashwin, the creator of AirSome.<\/p>\n<p>My partner and I spent several hours last month reading Airbnb reviews for our trips, trying to figure out if the ‘quiet street’ in the description was actually next to a bustling bar. We realized every traveler does this ‘Review Detective’ work manually.<\/p>\n<p>I built AirSome to change that. It\u2019s a Chrome extension that scans recent reviews and surfaces the ‘Dealbreakers’ (noise, bad Wi-Fi) and ‘Hidden Gems’ (best local cafe mentioned by a guest) in seconds.<\/p>\n<p>The Launch Special: I’m giving everyone 50 free summary credits to start. No credit card, just download and find your next perfect stay.<\/p>\n<p>I\u2019d love to hear your feedback on the summary accuracy. Is this something that you’d find useful? Something that can be expanded to other platforms. Let me know!<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ashwineaso\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ashwineaso<\/a> That’s useful. Did you create this extension out of your own need or you saw the gap? I am curious how did you come across this problem statement. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 \u2014 love how you turn noisy Airbnb reviews into clear signals. \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Thank you for trying it out! We are still working on improving it and adding more features that will turn it into a proper travel research tool. Would love to hear suggestions regarding what you’d find useful when you plan your next vacation. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>\u200bI have used basic search filters on travel sites before, but they always miss the nuance that a summary tool like this catches. This is a much more advanced way to vet a host. \u2708\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@anil_yadav38\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anil_yadav38<\/a> Thank you for checking it out, and glad that you feel that way. We are exploring various methods to extract value from the reviews. Do let me know what you think AirSome could help you with when you plan your next vacation<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 product! It feels like a much better way to find a place that actually clicks. <\/p>\n<p>Just a tangential thought (might be a bit off-topic): I read some stats recently that ‘shared spaces’ on Airbnb are shrinking. Apparently, the average live-in host gets burnt out after about 80-100 guests. It feels like homestays are just becoming hotels these days.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@liusally4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@liusally4<\/a> Thank you for the support. And I agree, while building the product, we noticed that a majority of the listings were independent spaces, and shared spaces were almost nonexistent. This might also have been because the sample size was small, and we focused mostly on European cities, where they tend to value privacy more. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Review Detective work is a real pain. Imma try this out next time I’m travelling. Any future plans to expand on this on other platforms like <a href=\"https:\/\/Booking.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Booking.com<\/a> or <a href=\"https:\/\/Agoda.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Agoda.com<\/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>I’ve just been through an AIRBNB strike as per my vacations, would haved loved to get this last summer when I booked my vacations<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Will be there any extension + also something for Booking.com? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hopefully, yes! Once it achieves product-market fit, we will try to expand it to other platforms as well, including Booking.com<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 product launch! Solving the “comment fatigue” problem is of great significance. We also faced a similar “survey fatigue” issue in Dashform and have been striving to make the data collection process smoother. I’m curious about how your AI weighs these comments: Will it prioritize recent comments over earlier ones? The five-star reviews released in 2019 might become a two-star negative review in 2024. How does this “decisive factor” logic handle this temporal decay? I really hope to learn from your methods.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@openaigpt5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@openaigpt5<\/a> The extension filters the reviews based on recency ( reviews in the past two years at most ), and priority is given to reviews with comments. Also, we try to focus the summary on more commonly mentioned attributes, even though the outliers are also mentioned<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 idea! I’m both a host and a traveller and tried it on my own listing. I have 4.96 rating out of 125 reviews. <\/p>\n<p>The analysis focused significantly on a single review that mentioned outside noise. That’s out of 125. The apartment is in a city, and yes, noise is as with every other city.<\/p>\n<p>The other “bad” thing was reviews that were not specific – well, thank you \ud83d\ude42 <\/p>\n<p>Maybe some tweaking with focused on some threshold for significance would help. Otherwise, solid product – upvoted.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/254c0980-0be6-4c1a-8600-b7f410a95f53.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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@etabakov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@etabakov<\/a> Thank you for trying it out! Yes, the extension tries to fetch relevant reviews based on recency and then summarizes based on that. But, as you mentioned, it looks like I have to continue tweaking it focus on more commonly mentioned attributes and not the outliers. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/LCFCE6QHW7FT3Y\" class=\"app-title\">KNOA<\/a><\/p>\n<div class=\"one-liner\">The AI that captures your team’s knowledge<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">100<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>KNOA\u662f\u4e00\u6b3e\u901a\u8fc7AI\u5f15\u5bfc\u5f0f\u8bbf\u8c08\uff0c\u6355\u83b7\u56e2\u961f\u9690\u6027\u77e5\u8bc6\u5e76\u751f\u6210\u7ed3\u6784\u5316\u62a5\u544a\u7684\u667a\u80fd\u4f53\uff0c\u4e3b\u8981\u89e3\u51b3\u4f01\u4e1a\u5185\u90e8\u6216\u9762\u5411\u5ba2\u6237\u65f6\uff0c\u5173\u952e\u7ecf\u9a8c\u3001\u51b3\u7b56\u80cc\u666f\u7b49\u96be\u4ee5\u8a00\u4f20\u548c\u6c89\u6dc0\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\/3a9fba4d-52e0-44d8-b53b-0eac31bfe2da.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ae50044e-40c1-419b-99f8-31ed6e9832af.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1e821564-8931-49ed-99b7-8622b704b7f8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f6f4367f-6d95-47b6-9ada-982418d71c7b.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\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u8bbf\u8c08<\/span><br \/>\n <span class=\"tag\">\u9690\u6027\u77e5\u8bc6\u6355\u83b7<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">B\u7aef\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u62a5\u544a\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u7559\u5b58<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u89e3\u51b3\u77e5\u8bc6\u4f20\u627f\u3001\u754c\u9762\u6e05\u6670\u7b49\u4ef7\u503c\u3002\u4e3b\u8981\u7591\u95ee\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5982\u4f55\u5904\u7406\u4e13\u5bb6\u95f4\u7684\u77db\u76fe\u4fe1\u606f\uff1f\u77e5\u8bc6\u5982\u4f55\u6301\u7eed\u66f4\u65b0\u9632\u8fc7\u65f6\uff1f\u4e0eNotion\u7b49\u5de5\u5177\u7684\u96c6\u6210\u80fd\u529b\u3002\u6b64\u5916\uff0c\u7528\u6237\u5173\u6ce8\u5176\u4e0e\u73b0\u6709\u5de5\u5177\u7684\u6838\u5fc3\u5dee\u5f02\u53ca\u6570\u636e\u5b89\u5168\u5408\u89c4\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 KNOA\u5207\u5165\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u9ad8\u4ef7\u503c\u7684\u75db\u70b9\u2014\u2014\u56e2\u961f\u9690\u6027\u77e5\u8bc6\u6d41\u5931\u3002\u5176\u201cAI\u5f15\u5bfc\u8bbf\u8c08\u201d\u7684\u6a21\u5f0f\uff0c\u6bd4\u88ab\u52a8\u8bb0\u5f55\u5de5\u5177\u66f4\u4e3b\u52a8\uff0c\u6bd4\u4f20\u7edf\u8bbf\u8c08\u66f4\u7ed3\u6784\u5316\uff0c\u8fd9\u662f\u4e00\u4e2a\u806a\u660e\u7684\u4ea7\u54c1\u5316\u5207\u5165\u70b9\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u771f\u6b63\u6311\u6218\u5e76\u975e\u201c\u6355\u83b7\u201d\uff0c\u800c\u662f\u201c\u77e5\u8bc6\u7684\u751f\u547d\u5468\u671f\u7ba1\u7406\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53ef\u7aa5\u89c1\uff0c\u7528\u6237\u5173\u5fc3\u7684\u672c\u8d28\u662f\u77e5\u8bc6\u7684\u201c\u6d3b\u6027\u201d\u4e0e\u201c\u6743\u5a01\u6027\u201d\u3002\u5f53AI\u5c06\u591a\u65b9\u8bbf\u8c08\u6c47\u6210\u4e00\u4efd\u201c\u5e72\u51c0\u201d\u62a5\u544a\u65f6\uff0c\u5b83\u662f\u5426\u63a9\u76d6\u4e86\u51b3\u7b56\u4e2d\u7684\u5408\u7406\u5206\u6b67\uff1f\u5f53\u77e5\u8bc6\u6e90\u53d8\u66f4\uff0c\u5176\u201c\u5b9e\u65f6\u9875\u9762\u201d\u7684\u66f4\u65b0\u673a\u5236\u662f\u5426\u4f1a\u5bfc\u81f4\u7248\u672c\u6df7\u4e71\u6216\u6743\u5a01\u6027\u7a00\u91ca\uff1f\u4ea7\u54c1\u76ee\u524d\u770b\u4f3c\u805a\u7126\u4e8e\u201c\u6355\u83b7-\u751f\u6210\u201d\u8fd9\u4e00\u524d\u7aef\u73af\u8282\uff0c\u4f46\u77e5\u8bc6\u7ba1\u7406\u7684\u6838\u5fc3\u6218\u5f79\u5728\u4e2d\u540e\u7aef\u7684\u534f\u540c\u3001\u9a8c\u8bc1\u3001\u66f4\u65b0\u4e0e\u96c6\u6210\u3002\u82e5\u4ec5\u6210\u4e3a\u53c8\u4e00\u5ea7\u7cbe\u7f8e\u7684\u201c\u77e5\u8bc6\u575f\u5893\u201d\uff0c\u5176\u957f\u671f\u4ef7\u503c\u6709\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u5916\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u9690\u542b\u77db\u76fe\uff1a\u9762\u5411\u5185\u90e8\u56e2\u961f\uff0c\u9700\u6df1\u5ea6\u96c6\u6210\u81f3\u73b0\u6709\u5de5\u4f5c\u6d41\uff08\u5982Slack\u3001Confluence\uff09\uff1b\u9762\u5411\u5ba2\u6237\u670d\u52a1\uff0c\u5219\u9700\u6781\u5f3a\u7684\u5b9a\u5236\u4e0e\u5448\u73b0\u80fd\u529b\u3002\u4e24\u8005\u5bf9\u4ea7\u54c1\u7684\u8981\u6c42\u8def\u5f84\u4e0d\u540c\u3002\u5f53\u524d\u7b80\u5355\u7684\u5bfc\u51fa\u529f\u80fd\uff0c\u8fdc\u672a\u8fbe\u5230\u201c\u77e5\u8bc6\u4e2d\u67a2\u201d\u7684\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cKNOA\u5c55\u73b0\u4e86\u826f\u597d\u7684\u6982\u5ff5\u9a8c\u8bc1\uff0c\u4f46\u5fc5\u987b\u4ece\u201c\u8bbf\u8c08\u8bb0\u5f55\u5458\u201d\u8fdb\u5316\u6210\u201c\u77e5\u8bc6\u6cbb\u7406\u5e73\u53f0\u201d\uff0c\u6784\u5efa\u8d77\u77e5\u8bc6\u7684\u52a8\u6001\u4fee\u6b63\u3001\u6743\u9650\u4e0e\u6eaf\u6e90\u4f53\u7cfb\uff0c\u5e76\u6df1\u5ea6\u7ed1\u5b9a\u6838\u5fc3\u751f\u4ea7\u529b\u73af\u5883\uff0c\u5426\u5219\u6781\u6613\u5728\u5c1d\u9c9c\u540e\u906d\u9047\u7559\u5b58\u74f6\u9888\u3002\u5176\u771f\u6b63\u7684\u5bf9\u624b\u6216\u8bb8\u4e0d\u662f\u5176\u4ed6\u8bbf\u8c08\u5de5\u5177\uff0c\u800c\u662f\u90a3\u4e9b\u6b63\u5c06\u7c7b\u4f3c\u529f\u80fd\u5185\u5d4c\u7684\u73b0\u6709\u534f\u4f5c\u5e73\u53f0\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\">KNOA<\/span>\n <\/div>\n<div class=\"comment-content\">The AI agent that conducts structured interviews, captures tacit knowledge and generates actionable reports. For your internal team or your clients.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Today we\u2019re launching KNOA on Product Hunt.<br \/>\nWe built it because the most valuable knowledge in teams is often tacit: how things really work, why decisions were made, and the \u201cgotchas\u201d you only learn after shipping. KNOA runs guided AI interviews to pull that knowledge out and turns it into structured docs you can share, search, and build on.<\/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\/@dario_d_acierno\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dario_d_acierno<\/a> Is it a commercialized 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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dario_d_acierno\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dario_d_acierno<\/a> Tacit knowledge is slippery. What\u2019s the hardest thing KNOA struggles to extract well so far tradeoffs, decision rationale, or the unwritten \u201cdon\u2019t do this\u201d rules teams only mention in hindsight?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Seems like a useful tool for knowledge transfer when then team members are transitioning out of the company. <\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> Indeed Roop, that was one of the initial use cases we designed for!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What stood out to me about <strong>KNOA<\/strong> is how much it seems to prioritize clarity over cleverness.<\/p>\n<p>In products that deal with knowledge or understanding, it\u2019s easy to overcomplicate the interface in an attempt to look powerful. KNOA feels more intentional than that \u2014 the experience appears designed to help users stay oriented and confident, rather than constantly reminding them how much is happening under the hood.<\/p>\n<p>As a first impression, the product feels calm and trustworthy, which is often what makes people come back to tools like this instead of feeling overwhelmed.<\/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\/@rexlian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rexlian<\/a> Thanks Rex!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Strong concept. Tacit knowledge is where teams lose the most context, and the guided interview to structured report flow looks well designed from the screenshots.<\/p>\n<p>Curious how this handles nuance at scale though, especially conflicting expert input or evolving processes. Do reports surface uncertainty and rationale, or converge into one \u201cclean\u201d version?<\/p>\n<p>Solid execution on a real problem. Would love to see long-term reuse examples.<\/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>Interesting take on institutional knowledge. A common issue with AI-captured docs is that they become outdated fast. Does KNOA have a mechanism to flag or archive ‘stale’ knowledge as the product evolves, or is the focus purely on the initial capture? The interview-style approach to documentation is a smart 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<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> good question Klara – wondering the same.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@klara_minarikova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klara_minarikova<\/a> The results of your interview are “live pages” You can update their content\/Knowledge by Creating a new session for that content, so that it will be updated!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 looks great. Does it also integrate with Confluence\/Notion or similar knowledge bases?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@siim_nurges\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@siim_nurges<\/a> Hello Siim, you can export in JSON, Markdown and HTML for now. We have export to Notion in the roadmap, very soon \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is interesting, curious what problem does this solution solve that existing interview, note-taking, or research tools can\u2019t ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>What everything can be connected? (Like Slack communication, Confluence texts, video calls\/meetings)? Do you also have SOC?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4K7C7BDFE2VG3G\" class=\"app-title\">VISONA – The most powerful canvas<\/a><\/p>\n<div class=\"one-liner\">One canvas. Many minds. Zero context loss.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">58<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Visona\u662f\u4e00\u6b3e\u96c6\u6210\u4e86\u591a\u89d2\u8272AI\u4ee3\u7406\u7684\u65e0\u9650\u753b\u5e03\u5de5\u5177\uff0c\u4e3a\u9700\u8981\u9891\u7e41\u8fdb\u884c\u591a\u4efb\u52a1\u3001\u591a\u89d2\u8272\u5207\u6362\u7684\u4e2a\u4f53\u5de5\u4f5c\u8005\uff08\u5982\u521b\u59cb\u4eba\u3001\u521b\u4f5c\u8005\uff09\u548c\u56e2\u961f\uff0c\u89e3\u51b3\u4e86\u4e0a\u4e0b\u6587\u5207\u6362\u5bfc\u81f4\u6548\u7387\u4f4e\u4e0b\u548c\u4fe1\u606f\u5b64\u5c9b\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\/f7800fff-1930-4e9b-bddd-6601ace075ec.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\/e0e6f252-16f3-46d8-a381-d90a7c4edf5d.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\/18d1e1f5-8432-49ef-a77b-330759b7646e.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\/21daad94-5676-41d6-9851-3f7ddc9e8997.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\/24fcf4ea-94c1-42d1-8093-5c020bc54fd9.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=RRfsOf1vkWM\"><source src=\"https:\/\/www.youtube.com\/watch?v=RRfsOf1vkWM\" 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\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u9650\u753b\u5e03<\/span><br \/>\n <span class=\"tag\">\u7a7a\u95f4\u64cd\u4f5c\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u89d2\u8272\u5316AI<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u64cd\u4f5c\u7cfb\u7edf<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u5206\u4eab\u4e2a\u4eba\u75db\u70b9\u5f15\u53d1\u5171\u9e23\uff0c\u83b7\u9ad8\u8d5e\u3002\u7528\u6237\u4e3b\u8981\u8be2\u95eeAI\u4ee3\u7406\u201c\u8bb0\u5fc6\u201d\u529f\u80fd\u7684\u5b9e\u73b0\u7ec6\u8282\uff0c\u5373\u753b\u5e03\u4fe1\u606f\u66f4\u65b0\u5982\u4f55\u540c\u6b65\u81f3\u5404AI\u89d2\u8272\u3002\u521b\u59cb\u4eba\u56de\u590d\u627f\u8ba4\u8be5\u529f\u80fd\u5c1a\u5728\u89c4\u5212\u4e2d\uff0c\u5e76\u79ef\u6781\u6536\u96c6\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Visona\u7684\u53d9\u4e8b\u76f4\u51fb\u73b0\u4ee3\u77e5\u8bc6\u5de5\u4f5c\u7684\u6838\u5fc3\u75fc\u75be\u2014\u2014\u4e0a\u4e0b\u6587\u5207\u6362\u635f\u8017\uff0c\u5176\u63d0\u51fa\u7684\u201c\u7a7a\u95f4\u64cd\u4f5c\u7cfb\u7edf\u201d\u4e0e\u201c\u89d2\u8272\u5316AI\u4ee3\u7406\u201d\u6982\u5ff5\u9887\u5177\u524d\u77bb\u6027\u3002\u4ea7\u54c1\u672c\u8d28\u4e0a\u662f\u5bf9\u201c\u753b\u5e03\u201d\u7c7b\u5de5\u5177\uff08\u5982Miro\u3001Whimsical\uff09\u7684\u4e00\u6b21\u6fc0\u8fdb\u5347\u7ea7\uff0c\u8bd5\u56fe\u4ece\u88ab\u52a8\u7684\u534f\u4f5c\u5e73\u9762\uff0c\u8dc3\u5347\u4e3a\u4e3b\u52a8\u7684\u3001\u5177\u5907\u8ba4\u77e5\u5206\u5de5\u7684\u667a\u80fd\u5de5\u4f5c\u754c\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u65e0\u9650\u753b\u5e03\u201d\uff0c\u800c\u5728\u4e8e\u5c06AI\u6df1\u5ea6\u5d4c\u5165\u5de5\u4f5c\u6d41\u7684\u7a7a\u95f4\u8bed\u5883\u4e2d\u3002\u901a\u8fc7\u521b\u5efa\u5177\u5907\u7279\u5b9a\u89d2\u8272\u3001\u8bb0\u5fc6\u548c\u77e5\u8bc6\u7684\u201cVista\u201d\u4ee3\u7406\uff0c\u5b83\u627f\u8bfa\u5c06\u4eba\u7c7b\u4ece\u673a\u68b0\u7684\u4fe1\u606f\u642c\u8fd0\u548c\u8111\u5185\u201c\u91cd\u542f\u201d\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u8ba9AI\u6210\u4e3a\u5728\u4e0d\u540c\u5de5\u4f5c\u6a21\u5f0f\u95f4\u65e0\u7f1d\u8854\u63a5\u7684\u201c\u534f\u4f5c\u8005\u201d\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u9700\u8981\u88ab\u7ba1\u7406\u7684\u5de5\u5177\u3002\u8fd9\u6307\u5411\u4e86\u672a\u6765\u4eba\u673a\u534f\u4f5c\u7684\u4e00\u79cd\u65b0\u8303\u5f0f\uff1a\u4eba\u7c7b\u8d1f\u8d23\u6218\u7565\u4e0e\u521b\u610f\u8fde\u63a5\uff0cAI\u4ee3\u7406\u8d1f\u8d23\u57fa\u4e8e\u7279\u5b9a\u4e0a\u4e0b\u6587\u7684\u6267\u884c\u4e0e\u7ef4\u62a4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u4ece\u6f14\u793a\u5230\u53ef\u9760\u3001\u667a\u80fd\u7684\u65e5\u5e38\u4f7f\u7528\u5b58\u5728\u5de8\u5927\u9e3f\u6c9f\uff0c\u5c24\u5176\u662f\u201c\u8bb0\u5fc6\u201d\u4e0e\u8de8\u4ee3\u7406\u77e5\u8bc6\u540c\u6b65\u7b49\u6838\u5fc3AI\u529f\u80fd\u5c1a\u5728\u84dd\u56fe\u9636\u6bb5\u3002\u5176\u6b21\uff0c\u5c06\u9ad8\u5ea6\u590d\u6742\u3001\u975e\u7ed3\u6784\u5316\u7684\u601d\u7ef4\u8fc7\u7a0b\u53ef\u89c6\u5316\u672c\u8eab\u53ef\u80fd\u5e26\u6765\u65b0\u7684\u8ba4\u77e5\u8d1f\u62c5\uff0c\u5b58\u5728\u4ece\u201c\u4fe1\u606f\u9690\u85cf\u201d\u9677\u5165\u201c\u89c6\u89c9\u6df7\u4e71\u201d\u7684\u98ce\u9669\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u751f\u6001\u58c1\u5792\u5c1a\u672a\u663e\u73b0\uff0c\u5728\u5de8\u5934\u6797\u7acb\u7684\u751f\u4ea7\u529b\u8d5b\u9053\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u521d\u521b\u4ea7\u54c1\uff0c\u80fd\u5426\u5feb\u901f\u8fed\u4ee3\u51fa\u4e0d\u53ef\u66ff\u4ee3\u7684\u3001\u7a33\u5b9a\u7684AI\u4f53\u9a8c\uff0c\u5c06\u662f\u751f\u5b58\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u66f4\u50cf\u4e00\u4e2a\u5145\u6ee1\u91ce\u5fc3\u7684\u201c\u5ba3\u8a00\u201d\u3002\u5b83\u6210\u529f\u52fe\u52d2\u4e86\u4e00\u4e2a\u8bf1\u4eba\u7684\u672a\u6765\uff0c\u4f46\u80fd\u5426\u5c06\u5176\u624e\u5b9e\u5730\u6784\u5efa\u4e3a\u7528\u6237\u7684\u201c\u89c6\u89c9\u6307\u6325\u4e2d\u5fc3\u201d\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u52a0\u5267\u6ce8\u610f\u529b\u5206\u6563\u7684\u70ab\u9177\u73a9\u5177\uff0c\u53d6\u51b3\u4e8e\u5176\u5de5\u7a0b\u4e0eAI\u80fd\u529b\u80fd\u5426\u5339\u914d\u5176\u5b8f\u5927\u7684\u4ea7\u54c1\u54f2\u5b66\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\">VISONA – The most powerful canvas<\/span>\n <\/div>\n<div class=\"comment-content\">Visona – the most powerful canvas for people and team – is a spatial operating system for your work. Instead of linear lists and buried folders, organize your world on an infinite whiteboard. Combine AI chat, notes, tasks, tables, media and docs visually. Deeply integrated with AI-powered versions of you, each with its own role, memory, and knowledge\u2014so you can move from strategy to execution instantly.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunters! \ud83d\udc4b<\/p>\n<p>I\u2019m Thaw, the founder of Visona.<\/p>\n<p>I built Visona because I was drowning.<\/p>\n<p>As a solo founder, my day is a constant state of chaos. At 9 AM I\u2019m an engineer fixing a bug. At 11 AM I\u2019m a marketer trying to write copy. By 2 PM I\u2019m a content writer.<\/p>\n<p>The problem wasn’t the work\u2014it was the context switching. Every time I switched roles, I felt like I had to “reboot” my brain.<\/p>\n<p>I tried every productivity tool out there. I tried the lists, the docs, the complex folder structures. But they all failed me because they hid things. I\u2019d lose the thread. I needed to see the big picture, not just the next task in a list.<\/p>\n<p>I realized I didn’t need a better list; I needed a better surface for my thoughts.<\/p>\n<p>So, I built Visona.<\/p>\n<p>Visona is an infinite canvas where everything is visible.<\/p>\n<p>No more folders: I put my dev sprint right next to my marketing roadmap.<\/p>\n<p>No more memory loss: I built “Vistas”\u2014AI roles that are deeply integrated into the canvas. When I need to code, I talk to my Dev Vista. When I need to write, I switch to my Writer Vista. They remember the context so I don’t have to.<\/p>\n<p>I use Visona every single day to run this company. It turned my scattered chaos into a visual command center, and it\u2019s the only reason I haven’t burned out yet.<\/p>\n<p>I\u2019d love for you to try it.<\/p>\n<p>If you\u2019re a founder, a creator, or just someone who feels like they\u2019re living 10 lives at once\u2014come take a look. I\u2019m hanging out in the comments all day, so please roast my landing page, ask me anything, or just say hi!<\/p>\n<p>Let me know what you think! \ud83d\ude80<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>22<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on the launch! This feels like where the future of collaborative work is heading. Upvoted!<\/p>\n<p>How does the “memory” work across different agents? If I update a strategy note in one corner of the infinite canvas, do all my AI personas immediately “know” and adapt their execution tasks accordingly?<\/p>\n<\/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\/@nicole_h94\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nicole_h94<\/a> Hi Nicole, thanks for such great questions.<\/p>\n<\/p>\n<p>We’re currently on Alpha version and we’ve just implemented agents knowledge, the “memory” is not implemented yet (planned for sure). I’m still collecting feedbacks like yours to see how people want the “memory” part to be adapted to AI personas.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/WRA2PPVNT3OIYW\" class=\"app-title\">AIPREP: AI Video Tutor<\/a><\/p>\n<div class=\"one-liner\">Ask a question. Get a video. Instantly.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">45<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>AIPREP\u662f\u4e00\u6b3eAI\u89c6\u9891\u5bfc\u5e08\u5e94\u7528\uff0c\u901a\u8fc7\u6587\u672c\u6216\u56fe\u50cf\u63d0\u793a\u572830\u79d2\u5185\u751f\u6210\u52a8\u753b\u6559\u5b66\u89c6\u9891\uff0c\u65e8\u5728\u89e3\u51b3\u5b66\u4e60\u8005\u5728\u9047\u5230\u7591\u60d1\u65f6\uff0c\u6587\u672c\u7b54\u6848\u6666\u6da9\u3001\u641c\u7d22\u5408\u9002\u89c6\u9891\u8017\u65f6\u8fc7\u957f\u7684\u5373\u65f6\u6027\u77e5\u8bc6\u83b7\u53d6\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\/cdc0cdc8-aaf8-4619-9780-94df80655e8a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/wqZDG1fXwLg\"><source src=\"https:\/\/youtu.be\/wqZDG1fXwLg\" 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\/0ca851ea-1fd5-4897-b253-2d7874600289.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\/22901a9a-7b0c-48a8-a2d6-5e82f0f58653.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\/58e86bdb-35ec-483f-8ab6-b0b7f5071653.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\">Education<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6559\u80b2\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u52a8\u753b\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5373\u65f6\u7b54\u7591<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u6559\u5b66\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u6559\u80b2\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u5176\u201c\u5373\u65f6\u6e05\u6670\u201d\u7684\u5b9a\u4f4d\u4e0e\u7ed3\u6784\u5316\u77e5\u8bc6\u5448\u73b0\u4ef7\u503c\u3002\u4e3b\u8981\u5efa\u8bae\/\u95ee\u9898\u5305\u62ec\uff1a\u5e0c\u671b\u89e3\u91ca\u7279\u5b9a\u6280\u672f\u6982\u5ff5\uff08\u5982\u53cd\u5411\u4f20\u64ad\uff09\uff0c\u4ee5\u53ca\u786e\u8ba4\u662f\u5426\u652f\u6301\u4e0a\u4f20\u56fe\u50cf\/\u56fe\u8868\u5e76\u8bf7\u6c42\u89e3\u91ca\uff08\u5f00\u53d1\u8005\u56de\u590d\u5df2\u652f\u6301\u8be5\u529f\u80fd\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 AIPREP\u7784\u51c6\u7684\u662f\u6559\u80b2\u5185\u5bb9\u4f9b\u7ed9\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u95ee\u9898\u2014\u2014\u4ece\u4ea7\u751f\u7591\u95ee\u5230\u83b7\u5f97\u6e05\u6670\u89e3\u91ca\u4e4b\u95f4\u7684\u6548\u7387\u65ad\u5c42\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u89c6\u9891\u7684\u201c\u751f\u6210\u201d\uff0c\u800c\u5728\u4e8e\u201c\u5373\u65f6\u201d\u4e0e\u201c\u9488\u5bf9\u6027\u201d\u7684\u91cd\u65b0\u5b9a\u4e49\uff1a\u5b83\u5c06\u4f20\u7edf\u4e0a\u4f9d\u8d56\u9884\u5148\u5f55\u5236\u3001\u6d77\u91cf\u641c\u7d22\u7684\u89c6\u9891\u5b66\u4e60\u6a21\u5f0f\uff0c\u8f6c\u53d8\u4e3a\u6309\u9700\u5b9a\u5236\u3001\u52a8\u6001\u751f\u6210\u7684\u77e5\u8bc6\u670d\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5f3a\u8c03\u201c\u6b65\u9aa4\u52a8\u753b\u201d\u800c\u975e\u201c\u7535\u5f71\u8d28\u611f\u201d\uff0c\u8fd9\u770b\u4f3c\u662f\u6280\u672f\u53d6\u820d\uff0c\u5b9e\u5219\u662f\u6293\u4f4f\u4e86\u6559\u80b2\u5185\u5bb9\u7684\u6838\u5fc3\uff1a\u8ba4\u77e5\u8fc7\u7a0b\u7684\u53ef\u89c6\u5316\u4e0e\u903b\u8f91\u62c6\u89e3\u3002\u8fd9\u4f7f\u5176\u4e0e\u8ffd\u6c42\u5a31\u4e50\u6027\u7684\u901a\u7528AI\u89c6\u9891\u5de5\u5177\u4ea7\u751f\u4e86\u672c\u8d28\u533a\u9694\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6df1\u5c42\u6311\u6218\u4e5f\u7531\u6b64\u6d6e\u73b0\uff1a\u9996\u5148\uff0c\u6559\u80b2\u89c6\u9891\u7684\u201c\u6e05\u6670\u201d\u4e0e\u201c\u51c6\u786e\u201d\u9ad8\u5ea6\u4f9d\u8d56\u80cc\u540e\u77e5\u8bc6\u56fe\u8c31\u7684\u4e25\u8c28\u6027\u4e0e\u6559\u5b66\u903b\u8f91\u7684\u5408\u7406\u6027\uff0cAI\u76ee\u524d\u80fd\u5426\u5728\u8de8\u9886\u57df\u590d\u6742\u6982\u5ff5\u4e0a\u7a33\u5b9a\u4ea4\u4ed8\u503c\u5f97\u8b66\u60d5\uff1b\u5176\u6b21\uff0c\u201c30\u79d2\u751f\u6210\u201d\u7684\u5b9a\u4f4d\u53ef\u80fd\u5c06\u7528\u6237\u671f\u5f85\u5f15\u5411\u7b80\u5355\u7b54\u7591\uff0c\u4f46\u771f\u6b63\u7684\u5b66\u4e60\u5e38\u9700\u7cfb\u7edf\u6027\u4e0e\u4e0a\u4e0b\u6587\u8fde\u8d2f\uff0c\u8fd9\u4e0e\u5de5\u5177\u7684\u201c\u77ac\u65f6\u3001\u788e\u7247\u5316\u201d\u8f93\u51fa\u5b58\u5728\u6f5c\u5728\u77db\u76fe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5df2\u5f00\u59cb\u6d4b\u8bd5\u5176\u8fb9\u754c\uff08\u5982\u8bf7\u6c42\u89e3\u91ca\u53cd\u5411\u4f20\u64ad\uff09\uff0c\u8fd9\u6070\u6070\u662f\u4ea7\u54c1\u7684\u8bd5\u91d1\u77f3\u3002\u82e5\u5176\u80fd\u53ef\u9760\u5904\u7406\u6b64\u7c7b\u590d\u6742\u3001\u62bd\u8c61\u4e3b\u9898\uff0c\u5219\u53ef\u80fd\u4ece\u201c\u7b54\u7591\u52a9\u624b\u201d\u5347\u7ea7\u4e3a\u201c\u6982\u5ff5\u6784\u5efa\u5de5\u5177\u201d\uff1b\u82e5\u4e0d\u80fd\uff0c\u5219\u53ef\u80fd\u88ab\u5c40\u9650\u5728\u76f8\u5bf9\u6d45\u5c42\u7684\u77e5\u8bc6\u79d1\u666e\u573a\u666f\u3002\u6b64\u5916\uff0c\u4e0e\u56fe\u50cf\u89e3\u91ca\u529f\u80fd\u7684\u7ed3\u5408\uff0c\u663e\u793a\u4e86\u5176\u5411\u591a\u6a21\u6001\u4e92\u52a8\u5b66\u4e60\u53d1\u5c55\u7684\u6f5c\u529b\uff0c\u4f46\u5982\u4f55\u4fdd\u8bc1\u5bf9\u56fe\u8868\u3001\u516c\u5f0f\u7684\u89e3\u8bfb\u4e0d\u5931\u771f\uff0c\u662f\u53e6\u4e00\u4e2a\u6280\u672f\u4fe1\u4efb\u5ea6\u5173\u5361\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cAIPREP\u5c55\u73b0\u4e86\u4e00\u4e2a\u9887\u5177\u524d\u666f\u7684\u65b9\u5411\uff1a\u5c06AI\u7684\u751f\u6210\u80fd\u529b\u7ea6\u675f\u5728\u201c\u6559\u5b66\u6548\u7528\u201d\u7684\u6846\u67b6\u5185\uff0c\u5c1d\u8bd5\u6253\u9020\u4e00\u4e2a\u4e13\u6ce8\u3001\u9ad8\u6548\u7684\u8ba4\u77e5\u63a5\u53e3\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u89c6\u9891\u751f\u6210\u7684\u70ab\u6280\u7a0b\u5ea6\uff0c\u800c\u53d6\u51b3\u4e8e\u56e2\u961f\u5bf9\u6559\u80b2\u672c\u8d28\u7684\u7406\u89e3\u6df1\u5ea6\uff0c\u4ee5\u53ca\u5728AI\u53ef\u9760\u6027\u3001\u77e5\u8bc6\u51c6\u786e\u6027\u4e0a\u6240\u80fd\u5efa\u7acb\u7684\u62a4\u57ce\u6cb3\u3002\u5728AI\u6559\u80b2\u5de5\u5177\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u907f\u514d\u6210\u4e3a\u53c8\u4e00\u4e2a\u534e\u800c\u4e0d\u5b9e\u7684\u6f14\u793a\uff0c\u575a\u6301\u5728\u5782\u76f4\u573a\u666f\u505a\u6df1\u505a\u900f\uff0c\u662f\u5176\u751f\u5b58\u4e0e\u8fdb\u5316\u7684\u5173\u952e\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\">AIPREP: AI Video Tutor<\/span>\n <\/div>\n<div class=\"comment-content\">Generate animated educational videos in 30 seconds from any text prompt or image. Try free now!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Folks\ud83d\udc4b<br \/>\nWe built AIPREP after spending years teaching students and realizing that most learning tools fail at the exact moment a student has a doubt. Text answers are fast but confusing, and searching for the \u201cright\u201d video often takes longer than studying itself.<\/p>\n<p>We initially experimented with static visuals, but users clearly learned better when explanations moved and unfolded step by step. That pushed us to build instant, utility-focused videos instead of cinematic clips. Every video is generated specifically for one question, with the goal of clarity, not polish.<\/p>\n<p>We\u2019d love your feedback. What\u2019s one topic you\u2019d want explained as a video?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Outstanding. While YouTube provides learning content in an unstructured way, this tool enables me to design a fully structured course on my own. It\u2019s immensely valuable and stands out as one of the most useful AI applications I\u2019ve come across. 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>Love this idea \u2014 the \u201cinstant clarity\u201d angle is spot on. The focus on step-by-step motion over cinematic polish makes a lot of sense for learning.<\/p>\n<p>One topic I\u2019d want as a video: <strong>\u201chow backpropagation works\u201d<\/strong> (with a tiny numeric example).<br \/>Curious: do you support <strong>uploading an image\/diagram<\/strong> and asking \u201cexplain this\u201d as well?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hijacey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hijacey<\/a> Thanks You Can try..!! Asking Many question We already have feature with <strong>uploading an image\/diagram.<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HMTKUZ7Y5QFPP2\" class=\"app-title\">HuHu AI Studio Team Version<\/a><\/p>\n<div class=\"one-liner\">Enterprise-grade AI studio for bulk fashion content creation<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">39<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u9762\u5411\u670d\u88c5\u65f6\u5c1a\u4f01\u4e1a\u7684\u4f01\u4e1a\u7ea7AI\u5185\u5bb9\u751f\u4ea7\u5e73\u53f0\uff0c\u901a\u8fc7\u6279\u91cfAI\u8bd5\u7a7f\u3001AI\u6a21\u7279\u751f\u6210\u3001\u89c6\u9891\u5236\u4f5c\u7b49\u529f\u80fd\uff0c\u5728\u5546\u54c1\u4e0a\u67b6\u3001\u8425\u9500\u63a8\u5e7f\u7b49\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u6444\u5f71\u6210\u672c\u9ad8\u3001\u5468\u671f\u957f\u3001\u96be\u4ee5\u89c4\u6a21\u5316\u751f\u4ea7\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\/674d8d70-6fd8-4884-9db5-613e679f10f2.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=2B_Ks8Zg1wI\"><source src=\"https:\/\/www.youtube.com\/watch?v=2B_Ks8Zg1wI\" 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\/f37a4742-c4c4-4cf4-a72a-b5a5806793a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fa1634d4-1df3-4304-8563-3b41cd4493dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/894be945-4422-4461-9fae-09eecf25ec03.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e64c80ed-cbe1-4e5f-b068-75455db253a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d7f38d46-8e18-4ecd-a3b9-d55639ec74c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c9755d84-88ab-44c7-b428-3164817937bd.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\">Fashion<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">E-Commerce<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4f01\u4e1a\u7ea7AI\u5185\u5bb9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u65f6\u5c1a\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6279\u91cfAI\u8bd5\u7a7f<\/span><br \/>\n <span class=\"tag\">AI\u6a21\u7279\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u670d\u88c5\u7535\u5546\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8d44\u4ea7\u751f\u4ea7<\/span><br \/>\n <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u4f5c\u5ba4<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u6d41\u7a0b\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u80af\u5b9a\u5176\u754c\u9762\u76f4\u89c2\u3001\u529f\u80fd\u5168\u9762\u4e14\u5de5\u4f5c\u6d41\u8bbe\u8ba1\u8d34\u5408\u56e2\u961f\u751f\u4ea7\u9700\u6c42\u3002\u6838\u5fc3\u5efa\u8bae\u805a\u7126\u4e8e\u865a\u62df\u8bd5\u7a7f\u7684\u8d28\u611f\u771f\u5b9e\u6027\uff08\u5982\u9762\u6599\u7eb9\u7406\uff09\uff0c\u8fd9\u76f4\u63a5\u5173\u7cfb\u5230\u80fd\u5426\u66ff\u4ee3\u4f20\u7edf\u6444\u5f71\u9884\u7b97\u3002\u521b\u59cb\u4eba\u79ef\u6781\u56de\u5e94\uff0c\u5f3a\u8c03\u6b63\u4e3a\u62e5\u6709\u6d77\u91cfSKU\u7684\u4f01\u4e1a\u4f18\u5316\u6279\u91cf\u5904\u7406\u80fd\u529b\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n HuHu AI Studio Team Version \u7684\u91ce\u5fc3\uff0c\u8fdc\u4e0d\u6b62\u4e8e\u63d0\u4f9b\u53c8\u4e00\u4e2aAI\u56fe\u50cf\u751f\u6210\u5de5\u5177\u3002\u5b83\u7784\u51c6\u7684\u662f\u65f6\u5c1a\u884c\u4e1a\u6700\u6c89\u91cd\u3001\u6700\u6602\u8d35\u7684\u4f20\u7edf\u73af\u8282\u2014\u2014\u6444\u5f71\u68da\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u5c06\u201c\u89c6\u89c9\u5185\u5bb9\u751f\u4ea7\u201d\u4ece\u9879\u76ee\u5236\u7684\u827a\u672f\u521b\u4f5c\uff0c\u91cd\u6784\u4e3a\u53ef\u7ba1\u7406\u3001\u53ef\u6279\u91cf\u7684\u5de5\u4e1a\u6d41\u6c34\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n 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\u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u6311\u6218\u4e0e\u5929\u82b1\u677f\u4e5f\u5728\u4e8e\u6b64\u3002\u65f6\u5c1a\u884c\u4e1a\u7684\u201c\u8d28\u611f\u201d\u58c1\u5792\u6781\u9ad8\uff0cAI\u76ee\u524d\u96be\u4ee5\u7a33\u5b9a\u5448\u73b0\u9762\u6599\u7684\u5782\u5760\u611f\u3001\u5149\u6cfd\u5ea6\u7b49\u5fae\u5999\u7269\u7406\u7279\u6027\u3002\u82e5\u201c\u771f\u5b9e\u611f\u201d\u65e0\u6cd5\u8fbe\u5230\u5546\u4e1a\u7ea7\u6807\u51c6\uff0c\u5de5\u5177\u4fbf\u53ea\u80fd\u505c\u7559\u4e8e\u8425\u9500\u6982\u5ff5\u56fe\u6216\u8f85\u52a9\u73af\u8282\uff0c\u96be\u4ee5\u89e6\u53ca\u6838\u5fc3\u7684\u7535\u5546\u4ea7\u54c1\u56fe\u66ff\u4ee3\u3002\u6b64\u5916\uff0c\u5c06\u5982\u6b64\u590d\u6742\u7684\u529f\u80fd\u6574\u5408\u8fdb\u4e00\u4e2a\u5e73\u53f0\uff0c\u5982\u4f55\u4fdd\u8bc1\u6bcf\u9879\u8f93\u51fa\u7684\u7a33\u5b9a\u6027\u4e0e\u53ef\u63a7\u6027\uff0c\u907f\u514d\u6210\u4e3a\u201c\u529f\u80fd\u9f50\u5168\u4f46\u6837\u6837\u4e0d\u7cbe\u201d\u7684\u7f1d\u5408\u602a\uff0c\u662f\u5de5\u7a0b\u4e0e\u7b97\u6cd5\u4e0a\u7684\u4e25\u5cfb\u8003\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u573a\u5bf9\u4f20\u7edf\u751f\u4ea7\u5173\u7cfb\u7684\u6570\u5b57\u5316\u7a81\u88ad\u3002\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8eAI\u6280\u672f\u7684\u70ab\u9177\u7a0b\u5ea6\uff0c\u800c\u53d6\u51b3\u4e8e\u5176\u8f93\u51fa\u7ed3\u679c\u7684\u5546\u4e1a\u53ef\u9760\u6027\u3001\u4ee5\u53ca\u80fd\u5426\u65e0\u7f1d\u5d4c\u5165\u5e76\u4f18\u5316\u73b0\u6709\u4f9b\u5e94\u94fe\u6d41\u7a0b\u3002\u5b83\u5356\u7684\u4e0d\u4ec5\u662f\u8f6f\u4ef6\uff0c\u66f4\u662f\u4e00\u79cd\u201c\u6309\u9700\u3001\u5feb\u901f\u3001\u4f4e\u6210\u672c\u201d\u751f\u6210\u9ad8\u8d28\u91cf\u89c6\u89c9\u8d44\u4ea7\u7684\u65b0\u751f\u4ea7\u529b\u8303\u5f0f\u3002\u8fd9\u6761\u8def\u5f88\u957f\uff0c\u4f46\u65b9\u5411\u786e\u5b9e\u6307\u5411\u4e86\u884c\u4e1a\u7684\u771f\u5b9e\u75db\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\">HuHu AI Studio Team Version<\/span>\n <\/div>\n<div class=\"comment-content\">Enterprise-grade platform designed for apparel and fashion businesses to produce product listing images, model photos, and marketing visuals at scale. Built for brands, manufacturers, and large content teams, it delivers: \u2022 \u2699\ufe0f Bulk Try-On & large-scale asset generation \u2022 \ud83e\uddcd\u200d\u2640\ufe0f AI Model Generation (I2I, Face Gen, Layering, Multi-pose) \u2022 \ud83c\udfac Video Generation for campaigns & social media \u2022 \ud83d\uddbc\ufe0f Editing & Enhancement Tools \u2022 \ud83e\uddd1\u200d\ud83e\udd1d\u200d\ud83e\uddd1 Team \/ Program \/ Task Management<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! \ud83d\udc4b<br \/>\nI\u2019m Xuchen, one of the founders of HuHu AI Studio.<\/p>\n<p>We built HuHu AI Studio because fashion brands and manufacturers struggle with an outdated, expensive, and slow visual production workflow. Traditional photoshoots take weeks, cost thousands, and are impossible to scale across large SKU catalogs.<\/p>\n<p>With HuHu, our goal is simple:<br \/>\n\ud83d\udc49 Enable enterprises to produce product photos, model images, and marketing visuals at true scale \u2014 reliably, consistently, and with full creative control.<\/p>\n<p>Over the past year, we\u2019ve worked closely with apparel teams to design an end-to-end system that combines:<br \/>\n\t\u2022\tBulk AI Try-On<br \/>\n\t\u2022\tMulti-type AI Model Generation (I2I \/ Face \/ Attribute \/ Layering \/ Multipose)<br \/>\n\t\u2022\tVideo Generation<br \/>\n\t\u2022\tEditing & Enhancement<br \/>\n\t\u2022\tModel & Asset Management<br \/>\n\t\u2022\tTeam \/ Program \/ Task workflows<\/p>\n<p>All in one enterprise-ready platform.<\/p>\n<p>HuHu AI Studio isn\u2019t just another AI tool \u2014 it\u2019s a full production engine built for real business operations, high-volume teams, and demanding quality standards.<\/p>\n<p>We would absolutely love your feedback.<br \/>\nIf you\u2019re in fashion, e-commerce, or marketing \u2014 please let us know what you\u2019d like to see next. We\u2019re building this for you. \u2764\ufe0f<\/p>\n<p>Thanks for checking out HuHu AI Studio!<br \/>\n\u2014 Xuchen<\/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>Just tried HuHu AI and it’s incredibly intuitive! The interface is sleek and user-friendly. Great job team!\u200b<\/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\/@shirley_mou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shirley_mou<\/a> Thank you Shirley. Love to hear more feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, Xuchen. Launching and iterating is no small feat, especially in a space as operationally complex as fashion production.<\/p>\n<p>I\u2019ve heard some solid feedback around the breadth of features and how thoughtfully the workflows are put together. It feels less like more like something teams can actually run production on.<\/p>\n<p>Would definitely recommend folks in fashion or e-commerce give it a try and see how it fits their pipeline.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> Thank you Shreya! We are working on making the whole system more and more powerful for companies who have large volume of SKUs and need to process them in bulk. Love to hear more feedback from whoever finds it helpful!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>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>Traditional photoshoots are the biggest bottleneck for scaling a fashion brand. By the time we book models, rent a studio, and edit the photos, the trend is already over. I am looking at HuHu AI as a way to drastically cut down that “time-to-market.” If the Virtual Try-on quality is realistic enough to show fabric texture properly, this could replace 80% of our catalog photography budget.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/GSGE5TN4ZWJNYJ\" class=\"app-title\">Map Your Voyage<\/a><\/p>\n<div class=\"one-liner\">Plan trips from Instagram reels in minutes, not weeks<\/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>\u4e00\u6b3e\u901a\u8fc7\u5173\u8054Instagram\u8d26\u6237\u3001\u81ea\u52a8\u4ece\u7528\u6237\u6536\u85cf\u7684\u65c5\u884c\u77ed\u89c6\u9891\u4e2d\u63d0\u53d6\u5730\u70b9\u4fe1\u606f\uff0c\u5e76\u4e00\u952e\u751f\u6210\u6309\u56fd\u5bb6\u5f52\u7c7b\u7684\u65c5\u884c\u5fc3\u613f\u5355\u548c\u6bcf\u65e5\u884c\u7a0b\u89c4\u5212\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u65c5\u884c\u8005\u4ece\u6d77\u91cf\u788e\u7247\u5316\u7075\u611f\u4e2d\u624b\u52a8\u6574\u7406\u3001\u89c4\u5212\u884c\u7a0b\u8017\u65f6\u8d39\u529b\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\/8a2cdf5e-4412-4ce2-aeea-d75bcaa4376e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/120eed2a-8079-4f07-a766-248a7fd2c704.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/663b4a45-bf36-4d69-9c61-1dfd8c3546b9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d638868e-f5a1-43a8-9d38-c8d84da111b0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fdbe3701-d709-4d4d-a8d8-afa6a4c425a6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/730fb10c-4789-4de5-902f-9e70b8d686af.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\/2c71fd56-c463-479e-85a1-2102bc3052d6.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Qk9rmTndjnQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=Qk9rmTndjnQ\" 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\">Instagram<\/span><br \/>\n <span class=\"tag\">Travel<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65c5\u884c\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u884c\u7a0b\u751f\u6210<\/span><br \/>\n <span class=\"tag\">Instagram\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u7075\u611f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5730\u70b9\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u77ed\u89c6\u9891\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u65c5\u884c\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\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>\u521b\u59cb\u4eba\u5206\u4eab\u4ea7\u54c1\u6e90\u4e8e\u4e2a\u4eba\u771f\u5b9e\u75db\u70b9\uff0c\u83b7\u5f97\u652f\u6301\u3002\u6709\u7528\u6237\u5206\u4eab\u6210\u529f\u7528\u4e8e\u53f0\u6e7e\u884c\u7a0b\u89c4\u5212\uff0c\u9a8c\u8bc1\u4e86\u6838\u5fc3\u6d41\u7a0b\u7684\u6709\u6548\u6027\u3002\u540c\u65f6\uff0c\u6709\u8bc4\u8bba\u6307\u51fa\u5176\u76ee\u6807\u7528\u6237\u53ef\u80fd\u5c40\u9650\u4e8e\u4e60\u60ef\u5728Instagram\u6536\u85cf\u65c5\u884c\u5185\u5bb9\u7684\u7fa4\u4f53\uff0c\u6697\u793a\u4e86\u7528\u6237\u8303\u56f4\u7684\u53ef\u80fd\u9650\u5236\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 Map Your Voyage\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u65b0\u5174\u7684\u3001\u7531\u793e\u4ea4\u5a92\u4f53\u884c\u4e3a\u50ac\u751f\u7684\u9700\u6c42\u7f1d\u9699\uff1a\u5c06\u201c\u79cd\u8349\u201d\u4e0e\u201c\u62d4\u8349\u201d\u4e4b\u95f4\u7684\u9e3f\u6c9f\u5de5\u5177\u5316\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u4e0a\u7684\u9ad8\u6df1\uff08\u5730\u70b9\u8bc6\u522b\u6280\u672f\u5df2\u76f8\u5bf9\u6210\u719f\uff09\uff0c\u800c\u5728\u4e8e\u5bf9\u7528\u6237\u884c\u4e3a\u6d41\u7684\u6df1\u523b\u6d1e\u5bdf\u548c\u6d41\u7a0b\u518d\u9020\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6536\u85cf-\u53d1\u73b0-\u8bb0\u5f55-\u89c4\u5212\u201d\u8fd9\u4e00\u6f2b\u957f\u4e14\u65ad\u88c2\u7684\u7528\u6237\u65c5\u7a0b\uff0c\u538b\u7f29\u4e3a\u201c\u6536\u85cf-\u6388\u6743-\u751f\u6210\u201d\u7684\u6781\u7b80\u95ed\u73af\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0e\u8c37\u6b4c\u65c5\u884c\u3001TripIt\u7b49\u4f20\u7edf\u884c\u7a0b\u7ba1\u7406\u5de5\u5177\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u201c\u793e\u4ea4\u5a92\u4f53\u7075\u611f\u6f0f\u6597\u201d\uff0c\u505a\u4e0a\u6e38\u7684\u805a\u5408\u4e0e\u9884\u5904\u7406\u5de5\u4f5c\u3002\u8fd9\u4e00\u5b9a\u4f4d\u4f7f\u5176\u5177\u5907\u4e86\u6210\u4e3a\u65c5\u884c\u7075\u611f\u5782\u76f4\u9886\u57df\u201c\u6570\u636e\u7f51\u5173\u201d\u7684\u6f5c\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u589e\u957f\u5929\u82b1\u677f\u4e5f\u5f02\u5e38\u6e05\u6670\u3002\u4ea7\u54c1\u91cd\u5ea6\u4f9d\u8d56\u5355\u4e00\u5e73\u53f0\uff08Instagram\uff09\u7684\u751f\u6001\u4e0e\u7528\u6237\u884c\u4e3a\uff0c\u8fd9\u6784\u6210\u4e86\u5de8\u5927\u7684\u98ce\u9669\u3002\u4e00\u65e6\u5e73\u53f0API\u7b56\u7565\u53d8\u66f4\uff0c\u6216\u5185\u90e8\u63a8\u51fa\u7c7b\u4f3c\u529f\u80fd\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5c06\u77ac\u95f4\u74e6\u89e3\u3002\u6b64\u5916\uff0c\u5176\u76ee\u6807\u7528\u6237\u753b\u50cf\u975e\u5e38\u5177\u4f53\uff1a\u65e2\u662fInstagram\u6df1\u5ea6\u7528\u6237\uff0c\u53c8\u6709\u5f3a\u70c8\u7684\u65c5\u884c\u89c4\u5212\u9700\u6c42\u3002\u8fd9\u4e2a\u7fa4\u4f53\u89c4\u6a21\u6709\u591a\u5927\uff0c\u4ee5\u53ca\u4ed6\u4eec\u662f\u5426\u613f\u610f\u4e3a\u8fd9\u79cd\u81ea\u52a8\u5316\u670d\u52a1\u4ed8\u8d39\uff0c\u662f\u5b58\u7591\u7684\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u4ea7\u54c1\u5df2\u80fd\u5b8c\u6210\u201c\u4ece\u7075\u611f\u5230\u884c\u7a0b\u201d\u7684\u6700\u5c0f\u95ed\u73af\uff0c\u8bc1\u660e\u4e86\u53ef\u884c\u6027\u3002\u4f46\u957f\u8fdc\u6765\u770b\uff0c\u5b83\u5fc5\u987b\u601d\u8003\u5982\u4f55\u4ece\u201cInstagram\u6536\u85cf\u5939\u7684\u9644\u5c5e\u54c1\u201d\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u3001\u5177\u6709\u7f51\u7edc\u6548\u5e94\u7684\u65c5\u884c\u89c4\u5212\u5e73\u53f0\u3002\u4f8b\u5982\uff0c\u5c06\u7528\u6237\u751f\u6210\u7684\u884c\u7a0b\u793e\u4ea4\u5316\uff0c\u6216\u57fa\u4e8e\u5730\u70b9\u6570\u636e\u6784\u5efa\u66f4\u4e30\u5bcc\u7684\u5546\u4e1a\u751f\u6001\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u6c38\u8fdc\u53ea\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u75d2\u70b9\u7684\u7cbe\u5de7\u5de5\u5177\uff0c\u96be\u4ee5\u6210\u957f\u4e3a\u4e00\u5bb6\u5177\u6709\u6301\u4e45\u5f71\u54cd\u529b\u7684\u516c\u53f8\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\">Map Your Voyage<\/span>\n <\/div>\n<div class=\"comment-content\">Have thousands of saved Instagram travel reels you can’t find when trip planning? Rewatching to extract locations & build daywise itineraries is exhausting\u2014that’s why we built Map Your Voyage. Verify your IG account & DM us favorite travel content. We detect locations, add to country-specific bucket lists. Convert to daywise itineraries when ready.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Hunters! \ud83d\udc4b<\/p>\n<p>I’m Shivam, and I left my full-time job as a Software Engineer to build Map Your Voyage.<\/p>\n<p>The idea came from my own frustration: I’d saved over 12,000 travel reels in my Instagram bookmarks. But when planning a Japan trip, digging through thousands to find Japan-specific ones\u2014then rewatching, noting locations, and building a day-wise itinerary\u2014was exhausting. That’s why we created Map Your Voyage.<\/p>\n<p>Verify your Instagram, DM us your travel reels, and we auto-extract locations, organize them into country bucket lists, and let you build day-wise itineraries effortlessly.<\/p>\n<p>Looking forward to the valuable feedback of the community! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shivam__saxena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shivam__saxena<\/a> Congrats! Big travel fan here, but I rarely bookmark videos on IG, so I might not be the target audience for this lol.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shivam__saxena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shivam__saxena<\/a> Upvoting to support your project. Good luck!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We recently used this to plan our recent taiwan trip. I put all the instagram reels (that my wife kept sending me for months) into this product and voila, we had a pretty good itinerary in place! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@binny_arora1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@binny_arora1<\/a> thanks for sharing! \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/AOCDU6YFF44FYJ\" class=\"app-title\">Surfn AI<\/a><\/p>\n<div class=\"one-liner\">Build beautiful AI agent pages from your content in minutes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">31<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Surfn AI \u8ba9\u7528\u6237\u65e0\u9700\u4ee3\u7801\u5373\u53ef\u57285\u5206\u949f\u5185\uff0c\u5c06\u73b0\u6709\u5185\u5bb9\u8f6c\u5316\u4e3a\u54c1\u724c\u5316\u3001\u53ef\u5bf9\u8bdd\u7684AI\u667a\u80fd\u4f53\u9875\u9762\uff0c\u5d4c\u5165\u8425\u9500\u6f0f\u6597\u5404\u73af\u8282\uff0c\u901a\u8fc7\u5b9e\u65f6\u4e92\u52a8\u89e3\u7b54\u3001\u5f15\u5bfc\u548c\u8f6c\u5316\uff0c\u89e3\u51b3\u6f5c\u5728\u5ba2\u6237\u56e0\u65e0\u6cd5\u5373\u65f6\u83b7\u5f97\u6240\u9700\u4fe1\u606f\u800c\u6d41\u5931\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\/20aa224a-f134-4223-81c5-51227d2ff78c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0a14b77f-27ca-4766-9a83-0afd332ba70e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0e9df7b5-0a7e-4b6c-9bba-3615770b1277.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3249adee-63a0-49e3-ab7f-d6becf6c60a8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/44163bef-4222-4c4e-ada6-e003eb5fc862.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4e876547-7667-48ab-870e-b67e8096a12f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/883faaed-0f11-4dc5-8a49-810c5f821d3a.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\/9eb6aa8b-5fea-47b0-a332-bc29051c2c52.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/d8OVdZheJh0\"><source src=\"https:\/\/youtu.be\/d8OVdZheJh0\" 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\">No-Code<\/span><br \/>\n <span class=\"tag\">Marketing automation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u8f6c\u5316<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0f\u9875\u9762<\/span><br \/>\n <span class=\"tag\">\u6f5c\u5728\u5ba2\u6237\u57f9\u80b2<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5316\u8eab<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u5f0f\u5185\u5bb9<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">\u94fe\u63a5\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">\u6f0f\u6597\u4f18\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u521b\u65b0\u6027\u548c\u6613\u7528\u6027\uff0c\u8ba4\u4e3a\u5176\u662f\u4f20\u7edf\u94fe\u63a5\u9875\u9762\u7684\u73b0\u4ee3\u5347\u7ea7\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u4ea7\u54c1\u5b9a\u4f4d\u4e0e\u7ade\u54c1\uff08Lovable\/Replit\uff09\u7684\u533a\u5206\u9700\u6f84\u6e05\uff1b\u4ea7\u54c1\u5bfc\u822a\u548c\u754c\u9762\u5f15\u5bfc\u5b58\u5728\u56f0\u60d1\u70b9\uff0c\u53ef\u80fd\u9020\u6210\u7528\u6237\u6d41\u5931\uff1b\u671f\u5f85\u66f4\u591a\u96c6\u6210\uff08\u5982Notion\u3001CRM\uff09\u53ca\u8bed\u97f3\u529f\u80fd\uff1b\u8ba4\u53ef\u5176\u5728\u6574\u5408\u5ba2\u670d\u3001\u9884\u7ea6\u3001\u5185\u5bb9\u5c55\u793a\u65b9\u9762\u7684\u4ef7\u503c\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 Surfn AI \u6355\u6349\u5230\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u88ab\u4f4e\u4f30\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u5c06AI\u667a\u80fd\u4f53\u4ece\u201c\u7f51\u7ad9\u9644\u5c5e\u5ba2\u670d\u201d\u7684\u89d2\u8272\uff0c\u524d\u7f6e\u5e76\u91cd\u5851\u4e3a\u53ef\u4e3b\u52a8\u5206\u53d1\u3001\u72ec\u7acb\u627f\u8f7d\u7684\u201c\u4ea4\u4e92\u5f0f\u7740\u9646\u70b9\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u53c8\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3a\u8425\u9500\u6f0f\u6597\u4e2d\u7684\u201c\u52a8\u6001\u4e2d\u95f4\u4ef6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6307\u5411\u4e86\u73b0\u4ee3\u8425\u9500\u7684\u6c89\u9ed8\u635f\u8017\u533a\u2014\u2014\u90a3\u4e9b\u70b9\u51fb\u4e86\u94fe\u63a5\u3001\u6253\u5f00\u4e86\u90ae\u4ef6\u5374\u56e0\u7b49\u5f85\u6216\u4fe1\u606f\u4e0d\u5339\u914d\u800c\u6084\u7136\u6d41\u5931\u7684\u6ce8\u610f\u529b\u3002\u901a\u8fc7\u4e00\u4e2a\u53ef\u5d4c\u5165\u4efb\u4f55\u6e20\u9053\u7684\u5bf9\u8bdd\u5f0f\u9875\u9762\uff0c\u5b83\u5c06\u9759\u6001\u7684\u201c\u4f20\u9012\u4fe1\u606f\u201d\u8f6c\u53d8\u4e3a\u52a8\u6001\u7684\u201c\u63a2\u6d4b\u610f\u56fe\u5e76\u54cd\u5e94\u201d\uff0c\u5728\u7528\u6237\u653e\u5f03\u7684\u8fb9\u7f18\u8fdb\u884c\u5373\u65f6\u62e6\u622a\u548c\u5f15\u5bfc\u3002\u8fd9\u6bd4\u5355\u7eaf\u7684\u9500\u552e\u6216\u652f\u6301\u673a\u5668\u4eba\u66f4\u5177\u6218\u7565\u610f\u4e49\uff0c\u56e0\u4e3a\u5b83\u76f4\u63a5\u5173\u8054\u5230\u8f6c\u5316\u7387\u8fd9\u4e2a\u6838\u5fc3\u5546\u4e1a\u6307\u6807\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5e02\u573a\u6559\u80b2\u6210\u672c\u9ad8\uff0c\u9700\u8981\u8ba9\u7528\u6237\u7406\u89e3\u8fd9\u4e0e\u201c\u7f51\u9875\u5c0f\u6302\u4ef6\u201d\u7684\u672c\u8d28\u4e0d\u540c\u3002\u5176\u6b21\uff0c\u529f\u80fd\u8fb9\u754c\u5bb9\u6613\u6a21\u7cca\uff0c\u8bc4\u8bba\u4e2d\u4e0e\u201c\u65e0\u4ee3\u7801\u7f51\u7ad9\u5efa\u8bbe\u5de5\u5177\u201d\u7684\u5bf9\u6bd4\u7591\u95ee\u5373\u662f\u4f53\u73b0\uff0c\u5fc5\u987b\u575a\u5b88\u201c\u5bf9\u8bdd\u5f0f\u4ea4\u4e92\u89e6\u70b9\u201d\u7684\u5b9a\u4f4d\uff0c\u907f\u514d\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u9875\u9762\u7f16\u8f91\u5668\u3002\u6700\u540e\uff0c\u5176\u957f\u671f\u58c1\u5792\u5c06\u53d6\u51b3\u4e8e\u96c6\u6210\u6df1\u5ea6\u4e0e\u6570\u636e\u6d41\u8f6c\u80fd\u529b\u3002\u4ec5\u751f\u6210\u4e00\u4e2a\u667a\u80fd\u9875\u9762\u4e0d\u591f\uff0c\u5982\u4f55\u5c06\u5176\u6536\u96c6\u7684\u610f\u5411\u3001\u5b8c\u6210\u7684\u9884\u7ea6\u65e0\u7f1d\u63a5\u5165\u7528\u6237\u7684CRM\u3001\u90ae\u4ef6\u7cfb\u7edf\u7b49\u8fd0\u8425\u4e3b\u5e72\u9053\uff0c\u624d\u662f\u51b3\u5b9a\u5176\u5de5\u5177\u5c5e\u6027\u8fd8\u662f\u5e73\u53f0\u5c5e\u6027\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u51ed\u501f\u65e0\u4ee3\u7801\u548c\u5feb\u901f\u751f\u6210\u5df2\u83b7\u5f97\u5165\u573a\u5238\uff0c\u4f46\u82e5\u8981\u771f\u6b63\u5360\u9886\u201c\u8425\u9500\u6f0f\u6597AI\u5316\u201d\u8fd9\u4e2a\u5fc3\u667a\uff0c\u5fc5\u987b\u5728\u96c6\u6210\u751f\u6001\u3001\u4e2a\u6027\u5316\u6df1\u5ea6\u53ca\u6570\u636e\u5206\u6790\u5c42\u9762\u6784\u7b51\u62a4\u57ce\u6cb3\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u4f53\u9a8c\u826f\u597d\u7684\u201c\u65f6\u5c1a\u5355\u54c1\u201d\uff0c\u800c\u975e\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Surfn AI<\/span>\n <\/div>\n<div class=\"comment-content\">Surfn lets you build conversational AI Pages\u2014beautiful, on-brand AI agent pages you can share anywhere. Use them as interactive lead magnets, digital twins, qualifying & booking agents, AI coaches, course companions, and more. Your AI educates, qualifies, and takes action in real time\u2014booking calls, capturing leads, selling products, or guiding the next step. Share as a link, QR or embed across your site, newsletter, DMs, emails and more. Create your AI Page in under 5 minutes. No code needed<\/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 community! \ud83d\udc4b<\/p>\n<p>I\u2019m Pali, co-founder of <strong>Surfn<\/strong>.<\/p>\n<p>We built Surfn because we kept seeing the same problem everywhere:<\/p>\n<p>People open your emails, visit your site, click your links, scan your QR codes\u2026 but the moment they can\u2019t get the <strong>answers, clarity, proof, or guidance they need fast enough\u2026<\/strong> they bounce.<\/p>\n<p>AI <em>can<\/em> solve this. But most AI tools\/agents only focus on <strong>support or sales<\/strong>. Almost none address the friction inside <strong>marketing funnels<\/strong>, where most leads quietly drop off and real revenue is lost.<\/p>\n<p>So my co-founder Tony and I built conversational<strong> AI Pages<\/strong>… built specifically to help you drive more conversions and engagement across your marketing funnels.<\/p>\n<p><strong>AI Pages<\/strong> are beautiful, on-brand AI agent pages you can share as a <strong>link<\/strong>, <strong>QR<\/strong>, or <strong>embed<\/strong> anywhere your audience interacts:<\/p>\n<ul>\n<li>\n<p>emails<\/p>\n<\/li>\n<li>\n<p>link-in-bios<\/p>\n<\/li>\n<li>\n<p>DMs<\/p>\n<\/li>\n<li>\n<p>lead magnets<\/p>\n<\/li>\n<li>\n<p>landing pages<\/p>\n<\/li>\n<li>\n<p>QR codes<\/p>\n<\/li>\n<li>\n<p>newsletters<\/p>\n<\/li>\n<li>\n<p>nurture flows<\/p>\n<\/li>\n<li>\n<p>your website<\/p>\n<\/li>\n<li>\n<p>and more!<\/p>\n<\/li>\n<\/ul>\n<p>Wherever someone lands, your AI meets them in the moment… answering instantly, removing doubt, qualifying intent, and guiding the next step.<\/p>\n<p>And it doesn\u2019t only do Q&A. <br \/>It <strong>educates<\/strong>, <strong>personalizes<\/strong>, <strong>qualifies<\/strong>, <strong>books<\/strong>, <strong>sells<\/strong>, and <strong>converts<\/strong>.<\/p>\n<p>Each AI Page is powered by an AI agent trained on your site, content, FAQs, and more… so visitors get answers instantly, see proof, watch videos, and move forward without friction.<\/p>\n<p>Most people build their first <strong>AI Page<\/strong> in under five minutes. <em>No code needed.<\/em><\/p>\n<p>AI Pages can work as interactive lead magnets, AI digital twins, booking flows, product explainers, course companions, and more\u2026 increasing engagement and conversions anywhere you share them.<\/p>\n<p>We\u2019d love your feedback, questions, or ideas… and thanks for checking out <strong>Surfn<\/strong> \ud83d\ude4f<\/p>\n<p>\u2728 <strong>Create yours free \u2192<\/strong> <a href=\"https:\/\/surfn.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/surfn.ai<\/a><\/p>\n<p>\ud83c\udf0a <em>Happy surf\u2019n!<\/em><\/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\/@palirenjen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@palirenjen<\/a> This could work. I remember i was using <a href=\"https:\/\/About.me\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">About.me<\/a> and Cardd – this actually can be a better and more modern alternative. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 it a competition to Lovable or Replit?<\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Good question, Nika. Surfn is more of a complement than a competitor. No-code builders can use Surfn to add a conversational AI agent to their Lovable or Replit apps to boost engagement and conversions. Anyone can create an on-brand AI agent in Surfn without any code, train it on their content, customize the look and feel, optionally assign tasks to drive conversions (e.g., bookings, leads, sales, engagement etc.), and share it as an AI landing page (via a simple link or QR) or embed it anywhere on a site or app using multiple embed options. It works well for both creators and businesses.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 concept of this product is highly innovative! Integrating AI agents into marketing funnels is an excellent solution. I particularly love that it can be shared via links, QR codes, or embeds, making its use cases incredibly flexible. The no-code approach also lowers the barrier to entry. Looking forward to seeing more integration features!<\/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\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Thanks so much, Zeiki \ud83d\ude4f – really appreciate you taking the time to check it out and share feedback. We\u2019re still learning from how people use Surfn across marketing funnels. Flexibility and low friction are big goals for us. More integrations are definitely coming 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>Tried it. Liked it. But I think the navigation can be better. As a user, its hard to understand how do I navigate because as soon as you add a link, it says “limit reached”. Now, I didn’t I can still click on “create page” as it was on the top instead of bottom (which usually shows the next step). Most users will drop at this point. But I like the customization options there. Good one. <\/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\/@lakshya_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lakshya_singh<\/a> Thanks so much Lakshya for taking the time to try out Surfn and share this – super helpful feedback. You\u2019re right, that part is confusing. Our dev is already working on improving the agent training section to make the next step much clearer. Really appreciate you calling this out \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lakshya_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lakshya_singh<\/a> good call out… I’ve just pushed an update to fix that issue with text that informs the user that they can still create\/retrain their agent without upgrading. thanks for that 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been duct-taping chatbots + Calendly + Notion FAQs for ages. If Surfn can handle Q&A, show proofs, and book in one link, that\u2019s actually useful. Curious how it handles mixed content (blog, PDFs, Looms). Might toss it on my link-in-bio this week.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@alexcloudstar Exactly the pain we\u2019re solving. Yes… Surfn handles mixed content (blogs, PDFs, FAQs, videos like Loom\/YouTube). You can show links, products, and embed content (videos, forms, etc.) so the AI surfaces it at the right moment in the conversation. If you try it in your link-in-bio, I\u2019d love to hear your feedback.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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! Tried the platform out, created a page, and I must say the whole onboarding and execution is smooth and quick. With the emergence of so many chat bots and AI agents that ‘live’ on a webpage, how do you plan to scale this especially as you’re positioning surfn as ‘AI pages’? Do you also plan to add voice capabilities to the agents built using the platform?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> Thanks so much for trying Surfn and for the thoughtful questions, Syed… really appreciate you taking the time. Glad to hear the onboarding felt smooth.<\/p>\n<\/p>\n<p>Our approach is a bit different from most \u201cwebsite chatbots.\u201d We\u2019re positioning Surfn as AI pages that sit inside marketing funnels… not just on websites, but across links, QR codes, emails, DMs, and other touchpoints where people already engage. The focus is less on \u201chaving a bot\u201d and more on turning static content into something interactive that can educate, qualify, and move users to the next step.<\/p>\n<\/p>\n<p>And, yes, we definitely plan to add voice capabilities in the coming weeks.<\/p>\n<\/p>\n<p>Really appreciate the feedback \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this idea of branded AI agent pages. It’s great to see that you built in qualification capabilities so the AI can conversationally qualify leads and book meetings. I just created an AI page and it works really well. I’m planning to use the Google Sheets integration. Are you planning to add more integrations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@avelkm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avelkm<\/a> Thanks so much, Avel… really appreciate you trying it out and sharing feedback.<\/p>\n<\/p>\n<p>Yes, we\u2019re actively working on adding more integrations over the coming weeks. Notion is high on the list, along with CRM systems, email marketing tools, webhooks, and a few others. We started with Google Sheets for auto-syncing captured leads automatically, but expanding integrations is a big focus for 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<\/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\/5TDUKOZNCFTP2O\" class=\"app-title\">aOCR<\/a><\/p>\n<div class=\"one-liner\">API for converting complex documents into structured data<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">29<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>aOCR\u662f\u4e00\u6b3e\u901a\u8fc7\u7ed3\u5408\u5148\u8fdbOCR\u4e0e\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u5c06\u590d\u6742PDF\u3001\u56fe\u50cf\u7b49\u975e\u7ed3\u6784\u5316\u6587\u6863\u8f6c\u5316\u4e3a\u9ad8\u7cbe\u5ea6\u7ed3\u6784\u5316\u6570\u636e\u7684API\uff0c\u4e3b\u8981\u89e3\u51b3\u91d1\u878d\u79d1\u6280\u3001\u7269\u6d41\u7b49\u884c\u4e1a\u5728\u5904\u7406\u6df7\u4e71\u6587\u6863\u683c\u5f0f\u65f6\uff0c\u96be\u4ee5\u9ad8\u6548\u63d0\u53d6\u673a\u5668\u53ef\u64cd\u4f5c\u6570\u636e\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\/a9f4663a-f75c-49f9-81f8-a27df77adfd4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/988acf8f-58bf-4a3a-acde-47dab4ae60ce.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/405871f9-5f01-4f00-be9c-d92887ea3cfc.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\/4d640afb-366f-454b-a508-b509d2038ae3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=fva69jFb22o\"><source src=\"https:\/\/www.youtube.com\/watch?v=fva69jFb22o\" 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\">API<\/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\">\u6587\u6863\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">OCR API<\/span><br \/>\n <span class=\"tag\">\u7ed3\u6784\u5316\u6570\u636e\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u8868\u683c\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u8bed\u8a00\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d41\u7a0b<\/span><br \/>\n <span class=\"tag\">\u91d1\u878d\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u7269\u6d41\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u53ef\u6269\u5c55\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\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\u53cd\u9988\u5448\u73b0\u4e24\u6781\uff1a\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\u5e76\u80af\u5b9a\u4ea7\u54c1\u4ef7\u503c\uff0c\u4f46\u5b58\u5728\u5b9e\u9645\u4f7f\u7528\u95ee\u9898\uff0c\u5982\u5904\u7406\u957fPDF\u65f6\u7ed3\u679c\u65e0\u6cd5\u52a0\u8f7d\u3001\u5f00\u53d1\u73af\u5883\u96c6\u6210\u65b9\u5f0f\u4e0d\u660e\u786e\u3002\u4e00\u6761\u8bc4\u8bba\u6307\u51fa\u4ea7\u54c1\u5728\u591a\u6570\u590d\u6742\u6587\u6863\u4e0a\u6709\u6548\uff0c\u5370\u8bc1\u4e86\u5176\u6838\u5fc3\u4e3b\u5f20\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 aOCR\u7684\u53d9\u4e8b\u5de7\u5999\u5730\u8e29\u5728\u4e86\u5f53\u524d\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u75db\u70b9\u4e0a\u2014\u2014\u5c06\u201c\u6587\u6863\u7406\u89e3\u201d\u800c\u975e\u5355\u7eaf\u201c\u6587\u672c\u8bc6\u522b\u201d\u4f5c\u4e3a\u4ef7\u503c\u6838\u5fc3\uff0c\u8fd9\u4f7f\u5176\u4e0e\u4f20\u7edfOCR\u5de5\u5177\u5f62\u6210\u4e86\u7406\u8bba\u4e0a\u7684\u4ee3\u5dee\u3002\u5176\u5ba3\u79f0\u7684\u591a\u8f6e\u5904\u7406\u7ba1\u9053\u878d\u5408\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u76f4\u6307\u5d4c\u5957\u8868\u683c\u3001\u65e0\u8fb9\u6846\u8868\u683c\u7b49\u4f20\u7edf\u89e3\u6790\u5668\u7684\u5669\u68a6\u573a\u666f\uff0c\u8fd9\u5728\u6280\u672f\u5b9a\u4f4d\u4e0a\u662f\u7cbe\u51c6\u4e14\u524d\u6cbf\u7684\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0cProduct Hunt\u4e0a\u6709\u9650\u7684\u65e9\u671f\u53cd\u9988\u5df2\u66b4\u9732\u51fa\u7406\u60f3\u4e0e\u73b0\u5b9e\u7684\u88c2\u75d5\u3002\u7528\u6237\u906d\u9047\u7684\u201c\u7ed3\u679c\u65e0\u6cd5\u52a0\u8f7d\u201d\u95ee\u9898\uff0c\u867d\u53ef\u80fd\u662f\u65e9\u671f\u670d\u52a1\u4e0d\u7a33\u5b9a\uff0c\u4f46\u4e5f\u5c16\u9510\u5730\u6307\u5411\u4e86\u201c\u751f\u4ea7\u7ea7\u89c4\u6a21\u4e0e\u53ef\u9760\u6027\u201d\u8fd9\u4e00\u6838\u5fc3\u627f\u8bfa\u7684\u5151\u73b0\u6311\u6218\u3002\u5904\u7406\u5012\u7f6ePDF\u7684\u201c\u8da3\u5473\u6311\u6218\u201d\uff0c\u6070\u6070\u63ed\u793a\u4e86\u771f\u5b9e\u4e16\u754c\u6587\u6863\u7684\u6df7\u4e71\u7a0b\u5ea6\uff0c\u8fd9\u5bf9\u5176\u6a21\u578b\u7684\u9c81\u68d2\u6027\u63d0\u51fa\u4e86\u8d85\u51fa\u6f14\u793a\u573a\u666f\u7684\u8003\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u4ef7\u503c\u6f5c\u529b\u5728\u4e8e\u6210\u4e3a\u201c\u6570\u636e\u7ba1\u9053\u4e2d\u7684\u667a\u80fd\u4e2d\u95f4\u4ef6\u201d\u3002\u82e5\u80fd\u5982\u5176\u6240\u8ff0\uff0c\u4ee5\u4f4e\u4e8e10\u79d2\u7684\u5ef6\u8fdf\u53ef\u9760\u5730\u5904\u7406\u6d77\u91cf\u590d\u6742\u53d8\u4f53\u6587\u6863\uff0c\u5b83\u5c06\u4e0d\u518d\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u591f\u663e\u8457\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u3001\u89e3\u9501\u975e\u7ed3\u6784\u5316\u6570\u636e\u4ef7\u503c\u7684\u57fa\u5efa\u5c42\u3002\u201c\u4e0e\u6570\u636e\u5bf9\u8bdd\u201d\u7684\u65e0\u4ee3\u7801\u63d0\u53d6\u529f\u80fd\u662f\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u7684\u6b63\u786e\u65b9\u5411\uff0c\u4f46\u5176\u6210\u529f\u5b8c\u5168\u4f9d\u8d56\u4e8e\u5e95\u5c42\u63d0\u53d6\u7684\u51c6\u786e\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0caOCR\u6784\u60f3\u4e86\u4e00\u4e2a\u8bf1\u4eba\u7684\u672a\u6765\uff0c\u4f46\u5176\u5728\u6280\u672f\u6df1\u6c34\u533a\u7684\u5de5\u7a0b\u5b9e\u73b0\u3001\u5bf9\u4e0d\u540c\u5782\u76f4\u9886\u57df\u590d\u6742\u6027\u7684\u6df1\u5ea6\u9002\u914d\uff0c\u4ee5\u53ca\u5c06\u5b9e\u9a8c\u5ba4\u7ea7\u7cbe\u5ea6\u8f6c\u5316\u4e3a\u7a33\u5b9a\u3001\u53ef\u6269\u5c55\u7684\u4e91\u670d\u52a1\u80fd\u529b\uff0c\u624d\u662f\u51b3\u5b9a\u5b83\u80fd\u5426\u4ece\u53c8\u4e00\u4e2a\u201c\u806a\u660e\u7684OCR API\u201d\u8715\u53d8\u4e3a\u884c\u4e1a\u6807\u51c6\u7684\u5173\u952e\u3002\u76ee\u524d\uff0c\u5b83\u5c55\u793a\u4e86\u6e05\u6670\u7684\u613f\u666f\uff0c\u4f46\u5c1a\u9700\u7528\u66f4\u5e7f\u6cdb\u3001\u66f4\u7a33\u5b9a\u7684\u6210\u529f\u6848\u4f8b\u6765\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\">aOCR<\/span>\n <\/div>\n<div class=\"comment-content\">a_OCR converts unstructured documents like PDFs and images into accurate, structured data ready for any workflow. Our multi-pass document processing pipeline combines advanced OCR with vision-language models to deliver state-of-the-art accuracy, reliability, and scalability at production scale.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello Hunters! \ud83d\ude3b<\/p>\n<p>We are thrilled to launch a_OCR \u2014 the Intelligence Layer for your documents.<\/p>\n<p>We built a_OCR because traditional OCR tools stop at “reading text.” We wanted a platform that could actually understand it.<\/p>\n<p>Whether you are in Fintech processing bank statements or Logistics handling messy shipping manifests, a_OCR turns unstructured chaos into machine-actionable data.<\/p>\n<p>Why we are different:<\/p>\n<p>\ud83d\ude80 Speed & Scale: <10 second processing time with auto-scaling infrastructure.<\/p>\n<p>\ud83e\udde9 Advanced Table Processing: We handle nested, borderless, and complex tables that break other parsers.<\/p>\n<p>\ud83d\udcac Chat with your Data: Use our Smart Extraction to extract insights without writing code.<\/p>\n<p>We\u2019d love your feedback as we continue to build the future of document intelligence. <br \/>You can try it out live at <a href=\"https:\/\/aocr.in\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>https:\/\/aocr.in<\/strong><\/a><\/p>\n<p><strong>AMA below \u2014 we\u2019re here all day!<\/strong><\/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\/@shubham288885\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"shubham288885\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham288885<\/a> congratulations team aparatus. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Trying it now on a 10 page PDF – fun fact, the PDF is upside down for some reason lol I saw on reddit you were looking for a challenge and that might be it. Results and schema never loaded. \ud83d\ude41 would love to use it though EDIT i fixed my PDF but schema still never loaded<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>how can i use it in development env?<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I think everyone thinks that OCR is solved and many people believe it until complex documents emerge. I used aOCR it worked on most documents.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4WQB6XGZMJ3JRI\" class=\"app-title\">Alpine<\/a><\/p>\n<div class=\"one-liner\">All your work in one place: docs, tasks, chat, AI and more<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">29<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Alpine\u662f\u4e00\u6b3e\u5c06\u6587\u6863\u3001\u4efb\u52a1\u3001\u804a\u5929\u3001\u8bba\u575b\u4e0eAI\u667a\u80fd\u4f53\u6df1\u5ea6\u6574\u5408\u7684\u4e00\u4f53\u5316\u5de5\u4f5c\u5e73\u53f0\uff0c\u65e8\u5728\u89e3\u51b3\u77e5\u8bc6\u5de5\u4f5c\u8005\u56e0\u5de5\u5177\u788e\u7247\u5316\u800c\u5bfc\u81f4\u7684\u9891\u7e41\u5207\u6362\u3001\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u6548\u7387\u4f4e\u4e0b\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\/55a66a3d-9297-4616-ab64-b9377132daa1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/f-5dMvqtXps\"><source src=\"https:\/\/youtu.be\/f-5dMvqtXps\" 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\/71f589b3-ceb3-470d-89f1-3e19af8a920d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2ba6bf80-d27b-40d1-bdf7-5a582f1fb827.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f1003415-d359-4e70-97c2-3452d2f41d2b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9abda257-6262-4d16-acb9-46afb8830381.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d57a9c3c-5eb8-49ef-a46a-04293220ab56.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e00\u4f53\u5316\u5de5\u4f5c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u7b97\u6cd5\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u804a\u5929<\/span><br \/>\n <span class=\"tag\">\u7edf\u4e00\u641c\u7d22<\/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\u4e3b\u8981\u53cd\u9988\u5bf9\u201c\u4e00\u4f53\u5316\u201d\u89e3\u51b3\u5de5\u5177\u788e\u7247\u5316\u95ee\u9898\u62b1\u6709\u6781\u9ad8\u671f\u5f85\uff0c\u4f46\u4e5f\u62c5\u5fe7\u529f\u80fd\u96c6\u6210\u53ef\u80fd\u5bfc\u81f4\u754c\u9762\u6742\u4e71\u3002\u521b\u59cb\u4eba\u56de\u5e94\u4e86\u8bbe\u8ba1\u53ef\u6269\u5c55\u6027\u53ca\u7b97\u6cd5\u8ba2\u9605\u51b7\u542f\u52a8\u95ee\u9898\u3002\u7528\u6237\u666e\u904d\u80af\u5b9a\u5176\u7406\u5ff5\uff0c\u5e76\u5173\u6ce8\u5b9e\u9645\u4f7f\u7528\u4e2d\u7684\u4fe1\u606f\u8fc7\u6ee4\u6548\u679c\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 Alpine\u7684\u91ce\u5fc3\u5e76\u975e\u7b80\u5355\u5806\u780c\u529f\u80fd\uff0c\u800c\u662f\u8bd5\u56fe\u91cd\u6784\u6570\u5b57\u65f6\u4ee3\u7684\u5de5\u4f5c\u201c\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2aNotion\u6216Slack\u201d\uff0c\u800c\u5728\u4e8e\u901a\u8fc7\u539f\u751f\u3001\u7edf\u4e00\u7684\u6570\u636e\u5c42\uff0c\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587\uff0c\u8fd9\u53ef\u80fd\u662f\u5176\u98a0\u8986\u6027\u7684\u62a4\u57ce\u6cb3\u3002\u5f53\u524d\u5e02\u9762\u4e0a\u7684AI\u52a9\u624b\u5e38\u56e0\u6570\u636e\u5b64\u5c9b\u800c\u663e\u5f97\u201c\u611a\u8822\u201d\uff0cAlpine\u4ece\u67b6\u6784\u4e0a\u8bd5\u56fe\u89e3\u51b3\u6b64\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u4e09\u91cd\u4e25\u5cfb\u6311\u6218\uff1a\u9996\u5148\u662f\u201c\u4e00\u4f53\u5316\u6096\u8bba\u201d\uff0c\u5373\u529f\u80fd\u8d8a\u5168\uff0c\u5bf9\u5355\u4e2a\u529f\u80fd\u7684\u6df1\u5ea6\u4e0e\u4e13\u4e1a\u6027\u7684\u59a5\u534f\u98ce\u9669\u8d8a\u5927\uff0c\u80fd\u5426\u6ee1\u8db3\u5404\u804c\u80fd\u7684\u8fdb\u9636\u9700\u6c42\u5b58\u7591\u3002\u5176\u6b21\u662f\u7f51\u7edc\u6548\u5e94\u4e0e\u8fc1\u79fb\u6210\u672c\uff0c\u4f01\u4e1a\u534f\u4f5c\u5de5\u5177\u7684\u6210\u529f\u6781\u5ea6\u4f9d\u8d56\u56e2\u961f\u96c6\u4f53\u884c\u52a8\uff0c\u8bf4\u670d\u56e2\u961f\u79bb\u5f00\u5df2\u6df1\u5ea6\u5d4c\u5165\u7684Slack\u3001Notion\u7b49\u5de5\u5177\u5c06\u662f\u4e00\u573a\u786c\u4ed7\u3002\u5176\u201c\u9010\u6b65\u8fc1\u79fb\u201d\u7684\u7b56\u7565\u662f\u660e\u667a\u7684\u52a1\u5b9e\u4e4b\u4e3e\u3002\u6700\u540e\uff0c\u7b97\u6cd5\u8ba2\u9605\u7684\u201c\u9632\u4fe1\u606f\u8fc7\u8f7d\u201d\u627f\u8bfa\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u804c\u573a\u8bed\u5883\u4e0b\uff0c\u4fe1\u606f\u7684\u900f\u660e\u4e0e\u53ef\u63a7\u4f18\u5148\u7ea7\u53ef\u80fd\u9ad8\u4e8e\u4e2a\u6027\u5316\u8fc7\u6ee4\uff0c\u5982\u4f55\u5e73\u8861\u201c\u63a8\u8350\u201d\u4e0e\u201c\u5168\u9762\u201d\u5c06\u8003\u9a8c\u5176\u667a\u6167\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u56e2\u961f\u62e5\u6709Meta\u3001Asana\u7b49\u516c\u53f8\u7684\u5185\u90e8\u5de5\u5177\u7ecf\u9a8c\uff0c\u8fd9\u65e2\u662f\u4f18\u52bf\u4e5f\u9690\u542b\u98ce\u9669\u2014\u2014\u4ed6\u4eec\u6253\u9020\u7684\u662f\u81ea\u5df1\u7406\u60f3\u4e2d\u7684\u201cMeta\u5185\u90e8\u5de5\u5177\u5347\u7ea7\u7248\u201d\uff0c\u4f46\u5e7f\u5927\u4e2d\u5c0f\u4f01\u4e1a\u7684\u5de5\u4f5c\u6d41\u4e0e\u4eba\u624d\u5bc6\u5ea6\u80fd\u5426\u4e0e\u4e4b\u5339\u914d\uff1f\u4ea7\u54c1\u76ee\u524d\u4f9d\u8d56\u521b\u59cb\u4eba\u7684\u201c\u75db\u82e6\u9a71\u52a8\u201d\u548c\u7ec6\u8282\u6253\u78e8\uff0c\u4f46\u957f\u671f\u6210\u529f\u5c06\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5f62\u6210\u4e00\u4e2a\u6d3b\u8dc3\u7684\u3001\u57fa\u4e8e\u7edf\u4e00\u4e0a\u4e0b\u6587\u7684\u5de5\u4f5c\u6d41\u751f\u6001\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u51e0\u4e2a\u597d\u7528\u7684\u5de5\u5177\u96c6\u5408\u3002\u5176250\u7f8e\u5143\u7684\u7ec8\u8eab\u5b9a\u4ef7\u7b56\u7565\uff0c\u66f4\u50cf\u662f\u4e00\u79cd\u5bfb\u6c42\u65e9\u671f\u5fe0\u5b9e\u652f\u6301\u8005\u4e0e\u73b0\u91d1\u6d41\u7684\u793e\u533a\u5efa\u8bbe\uff0c\u800c\u975e\u53ef\u6301\u7eed\u7684\u5546\u4e1a\u6a21\u5f0f\u3002\u603b\u800c\u8a00\u4e4b\uff0cAlpine\u6784\u60f3\u524d\u77bb\uff0c\u4f46\u901a\u5f80\u201c\u672a\u6765\u5de5\u4f5c\u201d\u4e4b\u8def\u6ce8\u5b9a\u5d0e\u5c96\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\">Alpine<\/span>\n <\/div>\n<div class=\"comment-content\">Alpine brings docs, tasks, and chat together in one app. See updates from across your company with an algorithmic feed. Work alongside AI agents that have complete context of everything you\u2019re doing. Use alongside your current tools or replace them entirely.<\/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 Caleb. I’ve spent the last 3 years building Alpine with a small team.<\/p>\n<p>Alpine is docs, tasks, forum, chat, AI, and a personalized feed in one app. Everything is connected. No integrations to configure, no stitching together apps from different companies.<\/p>\n<p>Why did I forgo a cushy software engineer salary for 3 years to build this? Because I was fed up with all the time I was spending in so called \u201cproductivity\u201d tools distracting me from the work I love: building excellent software.<\/p>\n<p>After working in both big tech (Meta) and startups (Airtable) I\u2019d seen two wildly different approaches to productivity tools. Airtable uses what I affectionately call the \u201cSlack Stack\u201d (Slack + some docs tool + some tasks tool). Meta built all their productivity tools in house. You\u2019d think Meta\u2019s internal tools would be worse than the Slack Stack (given the difference in staffing), but I never stopped yearning for Meta\u2019s internal tools! While each individual tool at Meta was behind the rest of the industry they worked nicely together and that made all the difference.<\/p>\n<p>So I spent 3 years building a productivity suite \ud83d\ude43<\/p>\n<p>It was all worth it because now I get to use Alpine every day. It\u2019s fast, it\u2019s filled with delightful little corners, I don\u2019t have to keep switching apps, I\u2019m not barraged with noise, I\u2019m happy.<\/p>\n<p>What we built: <\/p>\n<p>\u2022 Docs that are fast and simple, not a database you have to configure<br \/>\n\u2022 Tasks that work like bullet points, hit enter for a new task, tab for subtask<br \/>\n\u2022 Forum for async discussions where every post is a thread (no more \u201ccan you move this to a thread?\u201d)<br \/>\n\u2022 Chat for when you need real-time conversations (and it\u2019s the easiest way to talk with your agents)<br \/>\n\u2022 A personalized feed to help you stay on top of everything happening at your company<br \/>\n\u2022 Search that uses AI and NLP to find anything in a couple keystrokes<br \/>\n\u2022 An inbox that actively sorts the signal from the noise<br \/>\n\u2022 Agents to help you with anything: ask for summaries, help with writing, and more<\/p>\n<p>Your docs know about your tasks. We have your social graph so we can recommend stuff based on who you interact with most. When you ask AI for help, it has full context because everything lives in one place.<\/p>\n<p>That last part matters a lot right now. AI agents are starting to enter the workplace, but they\u2019re useless when your work is scattered across 7 apps. Alpine gives them the unified context they need to improve your workflow, not slow you down.<\/p>\n<p>We\u2019re a team of 4. I’m joined by Ian (ex-Amazon, ex-Asana), Rachel (ex-Rover), and Josh (ex-Automattic, ex-Gatsby, ex-Duo Security). We\u2019ve spent 3 years obsessing over every detail and we\u2019re just getting started. Would love to hear what you think.<\/p>\n<p>We\u2019re offering Alpine free for now because we want feedback (<a href=\"mailto:feedback@alpine.inc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">feedback@alpine.inc<\/a>)! If you want to join us in our mission to build the future of work we have a $250 lifetime access plan. You can lock in your price today, never pay us another dollar, and get higher AI limits + storage limits. We can\u2019t do this without your support.<\/p>\n<p>The best part: you don\u2019t have to switch from your current tools all at once. Start with docs and tasks, keep Slack for now. Use as much or as little as you need.<\/p>\n<p>Try it at <a href=\"https:\/\/alpine.inc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/alpine.inc<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@calebmer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@calebmer<\/a> Congrats! Excited to check this out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I feel like I spend half my day just switching tabs between Slack, Notion, and Linear. The promise of having “all work in one place” is the holy grail of productivity, but it is usually hard to pull off without the UI becoming cluttered. Alpine looks surprisingly clean for how much functionality is packed in. I am especially interested in how the “algorithmic feed” filters noise, because catching up on company updates across different channels is currently a nightmare.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pharmacist9527\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pharmacist9527<\/a> <\/p>\n<blockquote>\n<p>is the holy grail of productivity, but it is usually hard to pull off without the UI becoming cluttered<\/p>\n<\/blockquote>\n<p>Exactly! We’ve carefully crafted a design language that will scale as we add product functionality without getting cluttered. Everything goes into shared interfaces like feed, inbox, and search. Then when you’re in an individual product it takes over your screen. You should give it a try!<\/p>\n<blockquote>\n<p>I am especially interested in how the “algorithmic feed” filters noise, because catching up on company updates across different channels is currently a nightmare<\/p>\n<\/blockquote>\n<p>Eventually we’ll use <a href=\"https:\/\/en.wikipedia.org\/wiki\/Recommender_system\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">recommender systems<\/a>, the same technology that powers basically all social media feeds. However, these systems classically have a cold start problem. You need some usage in the space before it starts picking up patterns. For now, the feed is mostly a chronological list of stuff you’re allowed to see. We have an affinity system (that’s what powers the suggested list) we can mix in that may play a bigger role (especially for cold starts) 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<\/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\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/TYBWGLCO5FMG5G\" class=\"app-title\">Vibe Menu<\/a><\/p>\n<div class=\"one-liner\">Goodbye PDFs. Meet your AI menu<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">28<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vibe Menu\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u9910\u5385\u83dc\u5355\u751f\u6210\u5de5\u5177\uff0c\u5b83\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0c\u5e2e\u52a9\u9910\u5385\u5728\u65e0\u9700\u8bbe\u8ba1\u5e08\u548c\u590d\u6742\u64cd\u4f5c\u7684\u60c5\u51b5\u4e0b\uff0c\u5feb\u901f\u521b\u5efa\u5e76\u7ba1\u7406\u7cbe\u7f8e\u7684\u4ea4\u4e92\u5f0f\u6570\u5b57\u83dc\u5355\uff0c\u89e3\u51b3\u4e86\u4f20\u7edfPDF\u83dc\u5355\u66f4\u65b0\u7e41\u7410\u3001\u8bbe\u8ba1\u6210\u672c\u9ad8\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\/5eda59d2-38d3-441e-99d3-0b1ffd2813c4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3592c068-a855-4008-9f98-117d28e0ec80.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\/58091cdf-5f2e-4c20-9cb8-2a3e4d5207e6.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\/7f4dec36-99a4-4dd0-8c94-15c0660b0953.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/f7fb850c723349e19f4ef2080322a804\"><source src=\"https:\/\/www.loom.com\/share\/f7fb850c723349e19f4ef2080322a804\" 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\">Android<\/span><br \/>\n <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u83dc\u5355\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u83dc\u5355<\/span><br \/>\n <span class=\"tag\">\u9910\u5385SaaS<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u9910\u996e\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u5f0f\u83dc\u5355<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u670d\u52a1\u533a\u57df\uff08\u662f\u5426\u9650\u4e8e\u7f8e\u56fd\uff09\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u5df2\u652f\u6301\u5168\u7403\u591a\u5730\u533a\u3002\u7528\u6237\u8be2\u95ee\u975e\u6280\u672f\u80cc\u666f\u80fd\u5426\u4f7f\u7528\uff0c\u5e76\u8d28\u7591AI\u771f\u4f2a\uff0c\u5b98\u65b9\u786e\u8ba4\u5176\u4e3a\u7c7b\u4f3cChatGPT\u7684\u771f\u5b9eAI\uff0c\u64cd\u4f5c\u95e8\u69db\u4f4e\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 Vibe Menu\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u5fae\u5c0f\u5374\u5207\u5b9e\u5b58\u5728\u7684\u5e02\u573a\u7f1d\u9699\u2014\u2014\u9910\u5385\u83dc\u5355\u7684\u6570\u5b57\u5316\u4e0e\u52a8\u6001\u7ba1\u7406\u3002\u5176\u5ba3\u79f0\u7684\u201c\u544a\u522bPDF\u201d\u76f4\u6307\u884c\u4e1a\u75fc\u75be\uff1a\u9759\u6001\u83dc\u5355\u66f4\u65b0\u6210\u672c\u9ad8\u3001\u6d41\u7a0b\u7b28\u91cd\uff0c\u800c\u73b0\u6709\u89e3\u51b3\u65b9\u6848\u8981\u4e48\u8fc7\u4e8e\u590d\u6742\uff0c\u8981\u4e48\u8bbe\u8ba1\u611f\u4e0d\u8db3\u3002\u4ea7\u54c1\u4ee5\u201c\u81ea\u7136\u8bed\u8a00\u751f\u6210\u201d\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u8bd5\u56fe\u5c06\u83dc\u5355\u5236\u4f5c\u4ece\u201c\u8bbe\u8ba1\u9879\u76ee\u201d\u964d\u7ef4\u6210\u201c\u7f16\u8f91\u6d88\u606f\u201d\uff0c\u8fd9\u4e2a\u5b9a\u4f4d\u806a\u660e\u5730\u8fce\u5408\u4e86\u9910\u996e\u4ece\u4e1a\u8005\u65f6\u95f4\u788e\u7247\u5316\u3001\u6280\u672f\u80fd\u529b\u666e\u904d\u4e0d\u9ad8\u7684\u7279\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201cAI\u201d\u6210\u8272\u9700\u8981\u51b7\u9759\u5ba1\u89c6\u3002\u4ece\u73b0\u6709\u4fe1\u606f\u770b\uff0c\u5b83\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u7ed3\u5408\u4e86AI\u6587\u672c\u751f\u6210\u4e0e\u6a21\u677f\u5316\u8bbe\u8ba1\u7684\u5782\u76f4\u5de5\u5177\uff0c\u800c\u975e\u6280\u672f\u98a0\u8986\u3002\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0c\u83dc\u5355\u7684\u6838\u5fc3\u4ef7\u503c\u4e0d\u4ec5\u662f\u7f8e\u89c2\u4e0e\u6613\u66f4\u65b0\uff0c\u66f4\u5728\u4e8e\u5176\u4e0e\u70b9\u9910\u7cfb\u7edf\u3001\u5e93\u5b58\u7ba1\u7406\u3001\u8425\u9500\u6d3b\u52a8\u7684\u6df1\u5ea6\u96c6\u6210\u3002\u5982\u679c\u4ec5\u505c\u7559\u5728\u201c\u66f4\u6f02\u4eae\u7684\u6570\u5b57\u9875\u9762\u201d\u5c42\u9762\uff0c\u5176\u58c1\u5792\u548c\u7528\u6237\u7c98\u6027\u5c06\u76f8\u5f53\u6709\u9650\u3002\u65e9\u671f\u7528\u6237\u867d\u904d\u5e03\u591a\u56fd\uff0c\u4f4628\u4e2a\u6295\u7968\u6570\u663e\u9732\u51fa\u5e02\u573a\u70ed\u5ea6\u4ecd\u5904\u840c\u82bd\u3002\u5f00\u53d1\u8005\u5f3a\u8c03\u201c\u4e3a\u771f\u5b9e\u9910\u5385\u5de5\u4f5c\u6d41\u6253\u9020\u201d\uff0c\u4f46\u8bc4\u8bba\u4e2d\u5173\u4e8e\u975e\u6280\u672f\u80cc\u666f\u4f7f\u7528\u7684\u7591\u95ee\uff0c\u6070\u6070\u8bf4\u660e\u5176\u6613\u7528\u6027\u5c1a\u672a\u5f62\u6210\u5e7f\u6cdb\u5171\u8bc6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728\u9910\u996eSaaS\u7ade\u4e89\u7ea2\u6d77\u4e2d\uff0cVibe Menu\u9700\u8bc1\u660e\u81ea\u5df1\u4e0d\u662f\u53c8\u4e00\u4e2a\u201c\u4e3aAI\u800cAI\u201d\u7684\u6d45\u5c42\u5e94\u7528\u3002\u5176\u957f\u8fdc\u4ef7\u503c\u5e94\u5728\u4e8e\u80fd\u5426\u4ee5\u83dc\u5355\u4e3a\u4ea4\u4e92\u5165\u53e3\uff0c\u6c89\u6dc0\u6570\u636e\uff0c\u8fdb\u800c\u5207\u5165\u8ba2\u5355\u5206\u6790\u3001\u83dc\u54c1\u63a8\u8350\u7b49\u66f4\u9ad8\u4ef7\u503c\u73af\u8282\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u8fc7\u6e21\u6027\u7684\u6548\u7387\u5de5\u5177\uff0c\u96be\u4ee5\u6784\u7b51\u6301\u4e45\u62a4\u57ce\u6cb3\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\">Vibe Menu<\/span>\n <\/div>\n<div class=\"comment-content\">Vibe Menu is an AI-powered menu builder for restaurants. Create beautiful, interactive digital menus in minutes \u2014 without designers, PDFs or friction. Just describe your dishes, and the AI builds a modern menu you can edit anytime. Built for real restaurant workflows: fast onboarding, easy updates, multilingual support, and mobile-first experience.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>your solution is available in the us?<\/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\/@lion_bar_mashiah\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lion_bar_mashiah<\/a> <\/p>\n<p>for sure is . just try it out via the link <a href=\"https:\/\/vibemenu.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/vibemenu.dev<\/a><\/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\">Hey everyone \u2014 Omer here, maker of Vibe Menu \ud83d\udc4b<\/p>\n<p>I started building Vibe Menu after watching restaurant owners struggle with clunky PDF menus, expensive designers, and tools that were harder to use than they should be.<br \/>\nUpdating a menu should feel as easy as editing a message \u2014 not like managing a design project.<\/p>\n<p>So I built an AI-powered tool that lets restaurants create, edit, and manage beautiful digital menus using natural language. No templates, no friction, no designers required.<\/p>\n<p>This is still early, and I\u2019m genuinely looking for honest feedback.<br \/>\nIf you try it and something feels confusing, broken, or unnecessary \u2014 I really want to hear about it.<\/p>\n<p>Thanks for checking it out \ud83d\ude4f<\/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>“Looks cool! Does it only work for restaurants in the US?”<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@new_user___0122026b532e0346e2662cd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@new_user___0122026b532e0346e2662cd<\/a> <\/p>\n<p>no ! it’s working worldwide, we have users from UK, UAE, Middle east and EU. <\/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>Sounds super interesting. Would a restaurant owner with no tech background be able to use it too?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is it actually AI or is it only OCR?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@new_user___0122026ad4e4ec8a71c4eaf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@new_user___0122026ad4e4ec8a71c4eaf<\/a> really AI ! like chatGPT, don’t need to do much then writing in natural language <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/7RGLCSCP24O6J5\" class=\"app-title\">text.email<\/a><\/p>\n<div class=\"one-liner\">Email-to-SMS alerts. No API required.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">23<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u65e0\u9700API\u7684\u90ae\u4ef6\u8f6c\u77ed\u4fe1\u670d\u52a1\uff0c\u4e3a\u7cfb\u7edf\u7ba1\u7406\u5458\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u5373\u63d2\u5373\u7528\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5728\u8fd0\u8425\u5546\u5173\u95ed\u4f20\u7edf\u90ae\u4ef6\u8f6c\u77ed\u4fe1\u7f51\u5173\u540e\uff0c\u65e0\u7f1d\u6062\u590d\u670d\u52a1\u5668\u8b66\u62a5\u3001\u4efb\u52a1\u5931\u8d25\u901a\u77e5\u7b49\u5173\u952e\u4fe1\u606f\u7684\u77ed\u4fe1\u9001\u8fbe\u80fd\u529b\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\/6e89bc36-fec4-49c4-b4fe-92312c32fcbe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/68c989ff-d53e-4c0a-81f4-49d41fcbb253.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/97fde94c-c349-4d3f-beaf-75a28ea549af.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/13f66ccc-795e-4540-91b4-80b9d118a9a5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9ff01700-b0c8-4110-89ac-a5a4777abc5c.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\">Email<\/span><br \/>\n <span class=\"tag\">Messaging<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u90ae\u4ef6\u8f6c\u77ed\u4fe1<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u8b66\u62a5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8fd0\u7ef4\u901a\u77e5<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3\u65b9\u6848<\/span><br \/>\n <span class=\"tag\">\u77ed\u4fe1\u7f51\u5173<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u6027\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u5373\u63d2\u5373\u7528<\/span><br \/>\n <span class=\"tag\">B2B\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>\u8bc4\u8bba\u5b9e\u4e3a\u521b\u59cb\u4eba\u81ea\u8ff0\uff0c\u9610\u8ff0\u4e86\u4ea7\u54c1\u8bde\u751f\u7684\u80cc\u666f\uff08\u8fd0\u8425\u5546\u7f51\u5173\u5173\u95ed\uff09\u3001\u73b0\u6709\u66ff\u4ee3\u65b9\u6848\u7684\u4e0d\u8db3\uff08\u6602\u8d35\u3001\u590d\u6742\u6216\u4e0d\u5408\u7528\uff09\uff0c\u5e76\u6e05\u6670\u8bf4\u660e\u4e86\u81ea\u8eab\u4ef7\u503c\u2014\u2014\u4f5c\u4e3a\u7b80\u5355\u76f4\u63a5\u7684\u66ff\u4ee3\u54c1\uff0c\u5904\u7406\u590d\u6742\u7684\u8fd0\u8425\u5546\u5408\u89c4\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n text.email \u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u7531\u5de8\u5934\uff08\u7535\u4fe1\u8fd0\u8425\u5546\uff09\u64a4\u9000\u6240\u9057\u7559\u4e0b\u7684\u3001\u72ed\u7a84\u4f46\u521a\u9700\u7684\u6280\u672f\u7f1d\u9699\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u63d0\u4f9b\u4e86\u4e00\u79cd\u201c\u5408\u89c4\u6027\u5373\u670d\u52a1\u201d\u548c\u201c\u7ef4\u62a4\u8d1f\u62c5\u8f6c\u79fb\u201d\u7684\u8f7b\u91cf\u7ea7\u5546\u4e1a\u89e3\u51b3\u65b9\u6848\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u76f4\u9762\u7684\u6838\u5fc3\u77db\u76fe\u662f\uff1a\u57fa\u7840\u8bbe\u65bd\u7684\u516c\u5171\u670d\u52a1\u5c5e\u6027\u6d88\u4ea1\u540e\uff0c\u7559\u4e0b\u7684\u5408\u89c4\u4e0e\u8fd0\u8425\u6210\u672c\u7531\u8c01\u627f\u62c5\uff1f\u5927\u578b\u4f01\u4e1a\u53ef\u91c7\u8d2d\u6602\u8d35\u65b9\u6848\u6216\u81ea\u5efa\u56e2\u961f\uff0c\u4f46\u5e7f\u5927\u4e2d\u5c0f\u56e2\u961f\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u5219\u9677\u5165\u56f0\u5883\u3002text.email \u7528\u8fd1\u4e4e\u201c\u590d\u53e4\u201d\u7684\u90ae\u4ef6\u63a5\u53e3\u4f5c\u4e3a\u524d\u7aef\uff0c\u5c06\u590d\u6742\u7684\u8fd0\u8425\u5546\u5173\u7cfb\u3001\u53cd\u5783\u573e\u90ae\u4ef6\u5408\u89c4\u3001\u7cfb\u7edf\u7ef4\u62a4\u7b49\u540e\u7aef\u96be\u9898\u6253\u5305\u6210\u6bcf\u67089.95\u7f8e\u5143\u7684\u8ba2\u9605\u670d\u52a1\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u9500\u552e\u201c\u786e\u5b9a\u6027\u201d\u548c\u201c\u7701\u5fc3\u201d\u3002\u5176\u5546\u4e1a\u6a21\u5f0f\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u5c06\u81ea\u5df1\u53d8\u6210\u4e86\u65b0\u7684\u3001\u552f\u4e00\u7684\u201c\u7f51\u5173\u201d\uff0c\u5728\u8fd0\u8425\u5546\u548c\u7ec8\u7aef\u7528\u6237\u4e4b\u95f4\u5efa\u7acb\u4e86\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u6536\u8d39\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5e02\u573a\u5929\u82b1\u677f\u53ef\u80fd\u8f83\u4f4e\uff0c\u8fd9\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u5386\u53f2\u9057\u7559\u95ee\u9898\u7684\u5de5\u5177\uff0c\u9700\u6c42\u7fa4\u4f53\u89c4\u6a21\u6709\u9650\u3002\u5176\u6b21\uff0c\u5176\u4e1a\u52a1\u4e25\u91cd\u4f9d\u8d56\u4e0e\u8fd0\u8425\u5546\u7684\u5408\u4f5c\u5173\u7cfb\u548c\u653f\u7b56\uff0c\u5b58\u5728\u4e0d\u53ef\u63a7\u7684\u5916\u90e8\u98ce\u9669\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u4ed8\u8d39\u4e2d\u95f4\u5c42\uff0c\u5728\u4ef7\u683c\u654f\u611f\u7684\u7528\u6237\u9762\u524d\uff0c\u59cb\u7ec8\u9762\u4e34\u201c\u81ea\u5df1\u52a8\u624b\u201d\u9009\u9879\u7684\u6f5c\u5728\u7ade\u4e89\uff0c\u5c3d\u7ba1\u521b\u59cb\u4eba\u5df2\u6307\u51faDIY\u7684\u9ebb\u70e6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u52a1\u5b9e\u3001\u805a\u7126\u4e14\u80fd\u5feb\u901f\u9a8c\u8bc1\u9700\u6c42\u7684\u4ea7\u54c1\u3002\u5b83\u672a\u5fc5\u80fd\u957f\u6210\u53c2\u5929\u5927\u6811\uff0c\u4f46\u4f5c\u4e3aGMass\u56e2\u961f\u7684\u4e00\u6b21\u7cbe\u51c6\u4fa7\u7ffc\u51fa\u51fb\uff0c\u8db3\u4ee5\u5728\u7ec6\u5206\u5e02\u573a\u5efa\u7acb\u8d77\u53ef\u6301\u7eed\u7684\u751f\u610f\u3002\u5b83\u7684\u51fa\u73b0\u63d0\u9192\u6211\u4eec\uff0c\u5728\u6280\u672f\u6d6a\u6f6e\u7684\u9000\u5374\u5904\uff0c\u5f80\u5f80\u85cf\u7740\u88ab\u5ffd\u89c6\u7684\u4ed8\u8d39\u673a\u4f1a\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\">text.email<\/span>\n <\/div>\n<div class=\"comment-content\">Send an email, get a text instantly. AT&T, Verizon, T-Mobile, and the rest shut down their email-to-SMS gateways \u2014 so your server alerts stopped working. text.email is the drop-in fix. We handle carrier compliance. From the team behind GMass.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi,<\/p>\n<p>I\u2019m Ajay, the founder of text.email but you probably know me as the founder of GMass.<\/p>\n<p>I built GMass in 2015 because I wanted to send email campaigns in Gmail and there was no way to do that. 400k+ users and 9 billion emails later, that problem is solved.<\/p>\n<p>text.email also came from a problem I was having without any good solution.<\/p>\n<p>Over the past few years, all the cell phone carriers have shut down their email-to-text gateways. I was using those for system alerts. When I went to find a replacement, there wasn\u2019t one.<\/p>\n<p>The problem:<br \/>\nFor years (actually, for decades), you could send an email to something like <a href=\"mailto:5551234567@vtext.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">5551234567@vtext.com<\/a> and it would arrive as a text. Sysadmins, DevOps teams, and technical founders like me used this for server alerts, cron job failures, backup notifications, and all other urgent messages.<\/p>\n<p>It worked with any tool that could send email and the text alerts cut through all the other clutter to get my attention immediately.<\/p>\n<p>Over the past few years, AT&T, Verizon, and T-Mobile all shut those gateways down because of a mix of spam, compliance issues, and no particular motivation to keep them alive. If you had alerts running through them, they just stopped.<\/p>\n<p>Why the alternatives are frustrating:<br \/>\nThere are some enterprise software options, but they\u2019re priced for enterprise budgets and overkill for simple email-to-SMS alerts.<\/p>\n<p>There are services made for marketing texts or reminder alerts, but those aren\u2019t the right replacement for the easy carrier gateways. (Send email, get text, that\u2019s it.)<\/p>\n<p>You could build your own integration using APIs or no-code automations, but that\u2019s time-consuming and yet another system that needs maintenance and can (and will) break. Plus, if you want to DIY it, you’re now dealing with carrier registration and compliance paperwork or your texts won\u2019t be delivered.<\/p>\n<p>What text.email does:<br \/>\ntext.email is a drop-in replacement for your old email-to-text alert system.<\/p>\n<p>Sign up, send your alerts to your personal text.email address, and they show up as SMS. I handle the carrier relationships and system maintenance so you don’t have to.<\/p>\n<p>$9.95\/month, 200 messages included, 5\u00a2 per message after that.<\/p>\n<p>It’s live right now. Works with any system that can send email, and you can try a free test on the website.<\/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\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/J4ZAYE2IY5EVXM\" class=\"app-title\">winlab<\/a><\/p>\n<div class=\"one-liner\">An AI-powered conversion-rate optimisation simulation lab<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">20<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Winlab\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u8f6c\u5316\u7387\u4f18\u5316\u6a21\u62df\u5b9e\u9a8c\u5ba4\uff0c\u901a\u8fc7\u6a21\u62df\u4e0d\u540c\u6d41\u91cf\u4e0e\u76ee\u6807\u573a\u666f\u4e0b\u7684\u7528\u6237\u884c\u4e3a\uff0c\u4e3a\u7f51\u7ad9\u63d0\u4f9b\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u4f18\u5316\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u4f20\u7edfA\/B\u6d4b\u8bd5\u4f9d\u8d56\u771f\u5b9e\u6d41\u91cf\u3001\u8017\u65f6\u70e7\u94b1\u4e14\u7f3a\u4e4f\u573a\u666f\u9488\u5bf9\u6027\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 <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/5af99b7e-1f56-487a-8176-3e213ad269b9.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/UNywc20YczM?si=R5jsh40zBn_R4vbh\"><source src=\"https:\/\/youtu.be\/UNywc20YczM?si=R5jsh40zBn_R4vbh\" 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\/73be9ffd-74f2-43a1-a01b-ee9ec287ce03.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ad323d29-c95c-4b70-ab3b-58a2ec7c6d82.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/29a58bfc-b047-45bb-916c-e4d56775d98e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Growth Hacks <\/span><br \/>\n <span class=\"tag\">Marketing automation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8f6c\u5316\u7387\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">AI\u6a21\u62df\u5b9e\u9a8c\u5ba4<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5408\u6210A\/B\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u5ba1\u8ba1<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u70ed\u56fe<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d41\u91cf\u6a21\u62df<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u4e0e\u7528\u6237\u5747\u8ba4\u53ef\u4ea7\u54c1\u201c\u5148\u6a21\u62df\u540e\u6295\u653e\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u80fd democratize \u4f18\u5316\u80fd\u529b\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1. \u80af\u5b9a\u5176\u533a\u5206\u51b7\/\u6696\u6d41\u91cf\u573a\u666f\u7684\u7cbe\u51c6\u6027\uff1b2. \u8d5e\u8d4f\u5176\u7ed3\u5408\u89c6\u89c9\u4e0e\u4ee3\u7801\u626b\u63cf\u4ee5\u63d0\u5347\u51c6\u786e\u6027\uff1b3. \u6838\u5fc3\u5173\u5207\u70b9\u5728\u4e8e\u5408\u6210\u6d4b\u8bd5\u7ed3\u679c\u4e0e\u73b0\u5b9e\u6570\u636e\u7684\u76f8\u5173\u6027\u9a8c\u8bc1\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 Winlab \u8bd5\u56fe\u7528\u201c\u6a21\u62df\u201d\u8fd9\u628a\u5229\u5203\uff0c\u5207\u5f00\u4f20\u7edf\u8f6c\u5316\u7387\u4f18\u5316\u4e2d\u201c\u6d41\u91cf\u4f9d\u8d56\u201d\u4e0e\u201c\u4e0a\u4e0b\u6587\u7f3a\u5931\u201d\u4e24\u5927\u987d\u75be\u3002\u5176\u5ba3\u79f0\u7684\u4e09\u5927\u5dee\u5f02\u5316\u2014\u2014\u4e0a\u4e0b\u6587\u6821\u51c6\u3001\u6df7\u5408\u626b\u63cf\u3001\u5408\u6210\u9a8c\u8bc1\u2014\u2014\u76f4\u6307\u5f53\u524d\u6cdb\u6ee5\u7684\u901a\u7528\u578bAI\u5ba1\u8ba1\u5de5\u5177\u8f6f\u808b\uff1a\u90a3\u4e9b\u5de5\u5177\u5f80\u5f80\u8131\u79bb\u4e1a\u52a1\u573a\u666f\uff0c\u8f93\u51fa\u6cdb\u6cdb\u800c\u8c08\u7684\u5efa\u8bae\uff0c\u751a\u81f3\u56e0\u6280\u672f\u5c40\u9650\u800c\u201c\u5e7b\u89c9\u201d\u51fa\u4e0d\u5b58\u5728\u7684\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u4e0d\u5728\u4e8e\u201cAI\u5206\u6790\u201d\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u201c\u51b3\u7b56\u9a8c\u8bc1\u95ed\u73af\u201d\u3002\u5b83\u8feb\u4f7f\u7528\u6237\u5728\u8f93\u5165\u9636\u6bb5\u5c31\u660e\u786e\u6d41\u91cf\u5c5e\u6027\u4e0e\u76ee\u6807\uff0c\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u53cd\u76f4\u89c9\u7684\u601d\u7ef4\u7ea0\u504f\u3002\u5176\u6df7\u5408\u626b\u63cf\uff08\u89c6\u89c9+\u4ee3\u7801\uff09\u867d\u589e\u52a0\u4e86\u6280\u672f\u590d\u6742\u5ea6\uff0c\u5374\u662f\u51cf\u5c11AI\u5728\u7f51\u9875\u7406\u89e3\u4e0a\u201c\u80e1\u8bf4\u516b\u9053\u201d\u7684\u5fc5\u8981\u4e4b\u4e3e\u3002\u6700\u6fc0\u8fdb\u7684\u83ab\u8fc7\u4e8e\u201c\u7528AI\u667a\u80fd\u4f53\u8fdb\u884c\u5408\u6210A\/B\u6d4b\u8bd5\u201d\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u7528\u9884\u6d4b\u6a21\u578b\u66ff\u4ee3\u90e8\u5206\u771f\u5b9e\u7684\u7528\u6237\u5b9e\u9a8c\uff0c\u5c06\u4f18\u5316\u52a8\u4f5c\u4ece\u201c\u89c2\u5bdf-\u5047\u8bbe-\u9a8c\u8bc1\u201d\u7684\u957f\u5468\u671f\uff0c\u538b\u7f29\u4e3a\u201c\u6a21\u62df-\u51b3\u7b56\u201d\u7684\u5373\u65f6\u8fc7\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\u4e5f\u5728\u4e8e\u6b64\uff1a\u6a21\u62df\u7684\u4fdd\u771f\u5ea6\u3002\u8bc4\u8bba\u4e2d\u201c\u5408\u6210\u7ed3\u679c\u4e0e\u73b0\u5b9e\u884c\u4e3a\u7684\u76f8\u5173\u6027\u5982\u4f55\u9a8c\u8bc1\u201d\u7684\u7591\u95ee\uff0c\u5207\u4e2d\u8981\u5bb3\u3002\u6a21\u62df\u7684\u51c6\u786e\u6027\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5e95\u5c42\u884c\u4e3a\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u4e0e\u7b97\u6cd5\uff0c\u5bf9\u4e8e\u9ad8\u5ea6\u7ec6\u5206\u6216\u65b0\u9896\u7684\u4e1a\u6001\uff0c\u5176\u9884\u6d4b\u6548\u529b\u5b58\u7591\u3002\u5b83\u53ef\u80fd\u5b8c\u7f8e\u670d\u52a1\u4e8e\u5e38\u89c1\u7535\u5546\u6216SaaS\u767b\u9646\u9875\u6a21\u5f0f\uff0c\u4f46\u5728\u590d\u6742\u3001\u975e\u7ebf\u6027\u7528\u6237\u65c5\u7a0b\u9762\u524d\u53ef\u80fd\u5931\u7075\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cWinlab\u4ee3\u8868\u4e86CRO\u5de5\u5177\u4ece\u201c\u5206\u6790\u4eea\u8868\u76d8\u201d\u5411\u201c\u9884\u6d4b\u6027\u5b9e\u9a8c\u5e73\u53f0\u201d\u7684\u8303\u5f0f\u6f14\u8fdb\u3002\u5b83\u5e76\u975e\u4e07\u80fd\uff0c\u4f46\u5bf9\u4e8e\u7f3a\u4e4f\u6d41\u91cf\u4e0e\u65f6\u95f4\u7684\u65e9\u671f\u56e2\u961f\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6210\u672c\u6781\u4f4e\u7684\u201c\u538b\u529b\u6d4b\u8bd5\u201d\u4e0e\u601d\u8def\u542f\u53d1\u73af\u5883\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8eAI\u662f\u5426\u7ed9\u51fa\u60ca\u4eba\u5efa\u8bae\uff0c\u800c\u53d6\u51b3\u4e8e\u90a3\u5957\u201c\u5408\u6210\u9a8c\u8bc1\u201d\u7cfb\u7edf\u80fd\u5426\u5efa\u7acb\u8d77\u8db3\u4ee5\u8ba9\u589e\u957f\u56e2\u961f\u4fe1\u4efb\u7684\u6743\u5a01\u6027\u3002\u8fd9\u662f\u4e00\u573a\u5173\u4e8e\u201c\u6a21\u62df\u80fd\u5426\u66ff\u4ee3\u90e8\u5206\u73b0\u5b9e\u201d\u7684\u5927\u80c6\u8d4c\u6ce8\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\">winlab<\/span>\n <\/div>\n<div class=\"comment-content\">Standard AI audits are context-blind and unverified, often hurting conversions. Winlab replaces guessing with rigorous simulation. Unlike generic wrappers, we solve 3 fatal flaws: Context: We calibrate for specific traffic & goals (Cold vs Warm). Accuracy: Hybrid Vision+Code scanning prevents hallucinations. Validation: Agents run synthetic A\/B tests on every fix. We don’t just critique your site; we verify the solution works.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\udc4b Hey Product Hunt, I\u2019m Rehan, and I’m launching winlab!<\/p>\n<p>I\u2019ve worked in growth and acquisition roles for years. So when these AI audit tools started popping up, I tested most of them because I wanted to save time as I was going through a website rebrand project.<\/p>\n<p>But I found two massive problems.<\/p>\n<p>First, most of them are just generic wrappers that treat every website the same. They give the same advice for a cold traffic landing page as they do for a warm email nurture page.<\/p>\n<p>Second, the “Cold Start Problem.” You usually have to burn budget on marketing spend to get enough traffic for a heatmap or A\/B test result. You are basically flying blind until you have spent a lot.<\/p>\n<p>I built winlab to try and solve both (I don’t think we’re fully there, but hopefully this is a big step).<\/p>\n<p>It is a simulation lab that forces context before it gives you an opinion, and simulates traffic so you don’t have to wait for it.<\/p>\n<p>Here is what I built differently:<\/p>\n<p>– It asks for context: You have to toggle if your traffic is Cold or Warm, who your ICP is and what you’re trying to achieve. The analysis changes completely based on that input because advice without context is useless.<\/p>\n<p>– No visitors needed: You don’t need to wait for 10,000 visitors to get data. The AI simulates the traffic for you so you get predictive heatmaps and feedback instantly before you spend time and money trying to get traffic which won’t convert.<\/p>\n<p>– It reads the code: I built a hybrid scanner that checks the visual pixels and the actual code. It stops the AI from hallucinating buttons and text that aren’t there.<\/p>\n<p>It is just me building this. No big team. I\u2019m scratching my own itch and hoping it helps other growth folks save some time and money. (\ud83e\udd1e)<\/p>\n<p>Please give it a try and let me know what you really think!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Traditional A\/B testing is basically impossible for early-stage startups because we simply don’t have the traffic volume to reach statistical significance quickly.The idea of using synthetic users to run simulations instead of waiting weeks for real data is a game-changer. If the AI agents can accurately mimic different traffic sources (like Cold vs Warm), this essentially democratizes high-end optimization for smaller teams. Skeptical but very excited to try.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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, Rehan \u2014 love the \u201csimulate before you spend\u201d approach. The context-first (cold vs warm) framing + vision+code scan is a smart combo.<\/p>\n<p>Curious: how do you validate that the synthetic A\/B outcomes correlate with real-world behavior (any benchmarks or calibration loop)? Excited to try this on a landing page.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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) 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