{"id":84,"date":"2025-12-27T10:28:56","date_gmt":"2025-12-27T02:28:56","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2025\/12\/27\/2025-12-26\/"},"modified":"2025-12-27T10:28:56","modified_gmt":"2025-12-27T02:28:56","slug":"2025-12-26","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2025\/12\/27\/2025-12-26\/","title":{"rendered":"PH\u70ed\u699c | 2025-12-26"},"content":{"rendered":"


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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2025-12-26<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2025-12-26<\/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\/NS4DNCH7FJDWKH\" class=\"app-title\">Thordata<\/a><\/p>\n<div class=\"one-liner\">Fuel AI training with high-quality, scaled data via proxies<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">323<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Thordata\u4e3aAI\u56e2\u961f\u548c\u6570\u636e\u9a71\u52a8\u578b\u4f01\u4e1a\u63d0\u4f9b\u4f4f\u5b85\u3001\u79fb\u52a8\u548c\u6570\u636e\u4e2d\u5fc3\u4ee3\u7406\u57fa\u7840\u8bbe\u65bd\uff0c\u89e3\u51b3\u5176\u5728\u5168\u7403\u7f51\u7edc\u6570\u636e\u6536\u96c6\u4e2d\u9047\u5230\u7684\u7a33\u5b9a\u6027\u5dee\u3001\u96be\u4ee5\u6269\u5c55\u53ca\u5408\u89c4\u98ce\u9669\u9ad8\u7b49\u6838\u5fc3\u75db\u70b9\uff0c\u4e13\u6ce8\u4e8e\u6784\u5efa\u53ef\u6301\u7eed\u3001\u751f\u4ea7\u5c31\u7eea\u7684\u957f\u671f\u6570\u636e\u7ba1\u9053\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\/73394db2-dbd5-4358-aae8-8bece8724078.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a33eabf3-beeb-4928-b528-6620dde78dd6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5874c78f-34fb-45fd-a484-620768093a0c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d77c98c-f2e5-4d8e-9a76-db6149011f30.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\/b2350104-8b4e-42f7-bd5f-d2576a6ba8e5.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=uHHiv71g8xs\"><source src=\"https:\/\/www.youtube.com\/watch?v=uHHiv71g8xs\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data & Analytics<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u636e\u91c7\u96c6\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">AI\u8bad\u7ec3\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7406\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u722c\u866b<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u6570\u636e\u8bbf\u95ee<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u7ba1\u9053<\/span><br \/>\n <span class=\"tag\">\u4f4f\u5b85\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u60c5\u62a5<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6536\u96c6<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u89c4\u6a21\u5316\u6570\u636e\u91c7\u96c6\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5c24\u5176\u8d5e\u8d4f\u5176\u7a33\u5b9a\u6027\u548c\u5408\u89c4\u8bbe\u8ba1\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u63d0\u4f9b\u66f4\u7ec6\u7c92\u5ea6\u7684\u533a\u57dfIP\u8986\u76d6\u548c\u6210\u529f\u7387\u4eea\u8868\u677f\u3001\u589e\u5f3a\u5bf9\u52a8\u6001\u53cd\u722c\u7f51\u7ad9\u7684\u5e94\u5bf9\u80fd\u529b\u3002\u56e2\u961f\u79ef\u6781\u56de\u5e94\uff0c\u900f\u9732\u5df2\u5728\u89c4\u5212\u76f8\u5173\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Thordata\u7684\u4eae\u76f8\uff0c\u7cbe\u51c6\u523a\u4e2d\u4e86AI\u6d6a\u6f6e\u4e0b\u4e00\u4e2a\u9690\u79d8\u800c\u5173\u952e\u7684\u74f6\u9888\uff1a\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u53ef\u6301\u7eed\u4f9b\u7ed9\u3002\u5b83\u5e76\u975e\u53c8\u4e00\u4e2a\u7b80\u5355\u7684\u4ee3\u7406\u670d\u52a1\uff0c\u5176\u91ce\u5fc3\u5728\u4e8e\u6210\u4e3aAI\u6570\u636e\u7ba1\u9053\u7684\u201c\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u8fd9\u4e00\u5b9a\u4f4d\u4f7f\u5176\u4e0e\u4f17\u591a\u201c\u6570\u636e\u6293\u53d6\u5de5\u5177\u201d\u5212\u6e05\u4e86\u754c\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u5408\u89c4\u201d\u548c\u201c\u751f\u4ea7\u5c31\u7eea\u201d\u4ece\u8425\u9500\u8bdd\u672f\u63d0\u5347\u4e3a\u8bbe\u8ba1\u539f\u5219\u3002\u521b\u59cb\u4eba\u53cd\u590d\u5f3a\u8c03\u6b64\u70b9\uff0c\u56de\u5e94\u4e86\u4f01\u4e1a\u7ea7\u5ba2\u6237\u6700\u6df1\u7684\u6050\u60e7\u2014\u2014\u6570\u636e\u6e90\u7684\u6cd5\u5f8b\u98ce\u9669\u4e0e\u7ba1\u9053\u8106\u5f31\u6027\u8db3\u4ee5\u6467\u6bc1\u6574\u4e2aAI\u7cfb\u7edf\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\uff08\u5c24\u5176\u662f\u6765\u81ea\u7ade\u4e89\u60c5\u62a5\u548cAI\u4ea7\u54c1\u9886\u57df\uff09\u7684\u5171\u9e23\u70b9\u6070\u6070\u5728\u4e8e\u201c\u4eceDIY\u7ef4\u62a4\u4e2d\u89e3\u8131\u201d\u548c\u201c\u6210\u529f\u7387\u4ece40%\u8dc3\u5347\u81f398%\u201d\u8fd9\u7c7b\u53ef\u9760\u6027\u53d9\u4e8b\uff0c\u8fd9\u9a8c\u8bc1\u4e86\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\uff1a\u63d0\u4f9b\u786e\u5b9a\u6027\u7684\u6570\u636e\u8bbf\u95ee\u80fd\u529b\uff0c\u8ba9\u56e2\u961f\u4e13\u6ce8\u4e8e\u6a21\u578b\u4e0e\u5e94\u7528\uff0c\u800c\u975e\u4e0e\u53d8\u5e7b\u83ab\u6d4b\u7684\u53cd\u722c\u673a\u5236\u7f20\u6597\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u4f5c\u4e3a\u57fa\u7840\u8bbe\u65bd\uff0c\u5176\u9762\u4e34\u7684\u5c06\u662f\u6781\u7aef\u82db\u523b\u7684\u7a33\u5b9a\u6027\u548c\u89c4\u6a21\u6027\u8003\u9a8c\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u52a8\u6001\u7f51\u7ad9\u53cd\u722c\u201d\u548c\u201c\u66f4\u7ec6\u7c92\u5ea6\u76d1\u63a7\u201d\u7684\u5efa\u8bae\uff0c\u6b63\u662f\u4ece\u201c\u80fd\u7528\u201d\u5230\u201c\u597d\u7528\u4e14\u53ef\u4fe1\u8d56\u201d\u7684\u5173\u952e\u8dc3\u5347\u70b9\u3002\u6b64\u5916\uff0c\u5176\u4f01\u4e1a\u7ea7\u5b9a\u4f4d\u867d\u6e05\u6670\uff0c\u4f46\u5982\u4f55\u5e73\u8861\u6027\u80fd\u3001\u5408\u89c4\u6027\u4e0e\u6210\u672c\uff0c\u5e76\u5728\u5de8\u5934\u73af\u4f3a\u7684\u4ee3\u7406\u5e02\u573a\u4e2d\u5efa\u7acb\u8db3\u591f\u6df1\u7684\u62a4\u57ce\u6cb3\uff0c\u5c06\u662f\u540e\u7eed\u53d1\u5c55\u7684\u89c2\u5bdf\u91cd\u70b9\u3002\u672c\u8d28\u4e0a\uff0cThordata\u552e\u5356\u7684\u4e0d\u662fIP\u5730\u5740\uff0c\u800c\u662fAI\u65f6\u4ee3\u6570\u636e\u4f9b\u5e94\u94fe\u7684\u201c\u4fdd\u9669\u201d\u4e0e\u201c\u6548\u7387\u201d\uff0c\u8fd9\u6761\u8def\u8d70\u901a\u4e86\u4fbf\u662f\u521a\u9700\uff0c\u8d70\u504f\u4e86\u5219\u6613\u6ca6\u4e3a\u540c\u8d28\u5316\u7ade\u4e89\u4e2d\u7684\u4e00\u5458\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\">Thordata<\/span>\n <\/div>\n<div class=\"comment-content\">As AI training and real-time applications accelerate, high-quality data has become a critical bottleneck in the age of artificial intelligence. Thordata provides residential, mobile, and data center proxy infrastructure for AI teams and data-driven businesses, enabling reliable global web data collection, responsible regional access, and smoothly scalable long-term data pipelines. From the very beginning, Thordata has focused on performance, stability, and compliance.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone, I\u2019m Kevin, one of the founders of Thordata.<\/p>\n<p> <\/p>\n<p>We\u2019re in a moment where AI models and applications are moving fast — but high-quality, usable web data hasn\u2019t kept up. Many teams can technically scrape data, but quickly run into instability, scale limits, or trust issues.<\/p>\n<p> <\/p>\n<p>For AI teams, data isn\u2019t just about access. It has to be sustainable, commercial-ready, and reliable over time. If your data pipeline breaks every few weeks, or creates compliance risks, the whole system fails.<\/p>\n<p> <\/p>\n<p>Thordata provides proxy infrastructure designed for real AI and developer workflows — from global data collection to long-running pipelines that need consistency, speed, and control.<\/p>\n<p> <\/p>\n<p>Today, our users include:<\/p>\n<ul>\n<li>\n<p>AI companies that need to build training datasets.<\/p>\n<\/li>\n<li>\n<p>Data teams running global market intelligence.<\/p>\n<\/li>\n<li>\n<p>Developers maintaining large-scale web data pipelines.<\/p>\n<\/li>\n<\/ul>\n<p>One thing we care deeply about:<\/p>\n<p>Compliance isn\u2019t a feature for us — it\u2019s a design principle. From how our IP resources are sourced to how traffic is managed, responsible and compliant data access has been built into Thordata from the very beginning.<\/p>\n<p> <\/p>\n<p>We\u2019re excited to share Thordata with the PH community and would love your feedback.<\/p>\n<p>Try it here:<a href=\"https:\/\/www.thordata.com\/?ls=producthunt&lk=ph\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.thordata.com<\/a><\/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\/@cao_kevin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cao_kevin<\/a> Hey Kevin! You emphasize compliance as a design principle, not a feature. How do you help AI teams operationalize that compliance day-to-day, for example, monitoring drift in target sites\u2019 policies or regulations without slowing down long-running data pipelines?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@cao_kevin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cao_kevin<\/a> quality product concept! Have you thought about adding a data classification aspect to the product? I have a platform where you could crowdsource and distribute the microtasks if you have models that require additional human verification of the classification. Good luck with the product launch and let me know your thoughts! Cheers<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@cao_kevin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cao_kevin<\/a> Good work on your platform<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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!<br \/>Web data collection at scale is never trivial, and it\u2019s great to see a solution built specifically for AI training and production use cases rather than generic scraping needs.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sandy_liusy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sandy_liusy<\/a> Hi, Kevin here \u2014 thank you so much!<br \/>You\u2019ve absolutely nailed the core challenge: scaling web data collection for AI isn\u2019t just about \u201cmore proxies,\u201d but about reliability, structure, and clean data pipelines that fit into real training workflows. That\u2019s exactly why we built Thordata \u2014 not as another scraping tool, but as infrastructure for teams that depend on data to move fast and build intelligently.<\/p>\n<p>We\u2019d love to hear more about your use case if you\u2019re open to sharing. And if you\u2019re testing data collection for AI, feel free to try Thordata \u2014 the team\u2019s here to help you run smoothly. \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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sandy_liusy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sandy_liusy<\/a> You\u2019re right: production-scale AI data collection brings unique demands \u2014 consistency, geo\u2011coverage, anti\u2011blocking resilience, and compliance. We designed Thordata\u2019s proxy networks and routing logic specifically to handle those nuances, so engineers and data scientists can focus on their models, not on fighting with flaky pipelines.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sandy_liusy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sandy_liusy<\/a> Appreciate the kind words!<br \/>This product came directly from seeing teams struggle once they moved from experiments to real AI workloads. Scaling data <em>reliably<\/em> over time is hard, and we wanted to build something that actually holds up in production.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83c\udf89 Congrats on the launch, Kevin <a href=\"https:\/\/www.producthunt.com\/@cao_kevin\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"cao_kevin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cao_kevin<\/a> & Thordata team! As an AI product lead, I\u2019ve seen so many teams struggle with messy, unstable web data pipelines \u2014 Thordata looks like a much-needed solution, especially with compliance built into the design from day one. Love the focus on sustainable, production-ready data for AI workflows.<\/p>\n<p>\u26a1 The proxy infrastructure for long-running pipelines sounds promising! <\/p>\n<\/p>\n<p>One small suggestion: maybe consider adding more detailed visibility into regional IP coverage and success rates per domain (via a dashboard or API metrics). That would help data teams fine-tune collection strategies faster.<\/p>\n<p>Excited to see where this goes! How do you handle dynamic sites with heavy anti-bot protections? \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Thank you so much for this thoughtful and detailed feedback \u2014 it truly means a lot coming from an AI product lead who understands the real-world pain of unreliable data pipelines.<\/p>\n<\/p>\n<p>You\u2019re spot on: compliance and sustainability aren\u2019t afterthoughts for us, they\u2019re foundational. And we\u2019re glad the focus on production-ready proxies resonates.<\/p>\n<\/p>\n<p>On your excellent suggestion about regional IP coverage and success-rate visibility: we completely agree. We\u2019re already designing a more granular dashboard (and corresponding API endpoints) for domain-level performance analytics \u2014 this will help teams optimize targeting and routing in near real-time. I\u2019d be keen to loop you into early testing once it\u2019s in beta, if you\u2019re open to it.<\/p>\n<\/p>\n<p>Regarding dynamic sites with heavy anti-bot protections: we combine several strategies \u2014 residential & mobile IP pools with realistic browser fingerprints, adjustable request patterns, and integration with headless browsers via tools like Puppeteer\/Playwright. The system is built to mimic human-like behavior while staying scalable. We\u2019d be happy to walk you through a case study or set up a technical deep-dive.<\/p>\n<\/p>\n<p>Really appreciate you taking the time to share this \u2014 it\u2019s exactly the kind of dialogue that helps us build better. Let\u2019s keep the conversation going. \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Thanks for the insightful comment. We will collect your suggestions and make improvements.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@cao_kevin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cao_kevin<\/a>  <a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Thank you for the thoughtful feedback \u2014 really appreciate it.<\/p>\n<p>You\u2019re absolutely right about visibility. We already expose regional IP coverage and performance metrics internally, and making this more transparent via dashboard and API-level insights is something we\u2019re actively exploring based on feedback like yours.<\/p>\n<p>For dynamic, heavily protected sites, we focus on a combination of high-quality IP sourcing, session persistence, and adaptive routing strategies rather than brittle, one-size-fits-all approaches. The goal is to keep pipelines stable over time, not just pass a single request.<\/p>\n<p>Thanks again \u2014 excited to keep improving this with the community.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 perfect for our use case! Does it offer sticky sessions for multi\u2011step workflows like checkout simulations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@orman_canida\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@orman_canida<\/a> yes, Thordata supports <strong>sticky sessions<\/strong> for multi\u2011step workflows like checkout simulations, login sequences, and cart monitoring. You can assign a dedicated residential or mobile IP to persist cookies, headers, and session tokens across multiple requests, exactly as a real user would.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@orman_canida\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@orman_canida<\/a> Yes, Thordata supports this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@orman_canida\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@orman_canida<\/a> Absolutely. Sticky sessions are available and commonly used by our users for complex workflows where consistency and session continuity really matter.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 need this!<\/p>\n<\/p>\n<p>Can the service auto\u2011extract specific data points (prices, titles, ratings) and return JSON, not just HTML?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@justin2025\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@justin2025<\/a> Great question! Yes, absolutely<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@justin2025\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@justin2025<\/a> We’ve seen teams use this to feed data straight into their databases or ML models without additional parsing steps. If you have a specific site or data structure in mind, I’d be happy to walk you through a quick setup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@justin2025\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@justin2025<\/a> Yes, it does. Beyond proxies, Thordata can extract structured data (like prices, titles, ratings) and return clean JSON, so teams don\u2019t need to maintain brittle parsing logic themselves. This is especially useful for training datasets and long-running pipelines.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Very cool, yeah it seems like before. We know it everything that\u2019s being built is now gonna be obsolete one day as the AI boom has definitely exploded.<\/div>\n<div class=\"comment-actions\">\n<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\/@dubd59\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dubd59<\/a> Thank you for that insightful observation\u2014you’re right. The pace of change, especially with AI, is relentless. That’s precisely why we built Thordata not as a rigid tool for today’s specific problems, but as fundamental <em>infrastructure<\/em>.<\/p>\n<\/p>\n<p>Infrastructure adapts. Whether you’re feeding an AI model, building a marketplace, or powering a design tool\u2014the need for clean, reliable, and compliant access to real-world data is a constant. We focus on solving that timeless, foundational problem so that you can build whatever comes next, with confidence.<\/p>\n<\/p>\n<p>The goal isn’t to never become obsolete; it’s to be the resilient layer that ensures whatever you build on top of us never does.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Looks extremely useful for applications that need data but don\u2019t have the time to build something to get it<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jeffrey_claxton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeffrey_claxton<\/a> We handle the infrastructure, so you can focus on innovation. That “set-it-and-forget-it” reliability is what we’re here to provide.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone,<\/p>\n<p>While my work is more about textures and floor plans than AI training, the underlying principle here makes perfect sense. For any tool that needs to source real-time product data, pricing, or material availability from around the web\u2014especially from region-specific vendors\u2014having reliable, compliant access to that information is crucial. A service that provides stable, scalable infrastructure for this kind of data collection would be a powerful enabler for building smarter, more informed design and sourcing applications. It addresses a fundamental need for any data-dependent service, creative or otherwise. Solid foundation.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@anya_furnishd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anya_furnishd<\/a> Thank you so much for this incredibly thoughtful perspective. You’ve beautifully articulated a vision we hold deeply: that robust data infrastructure shouldn’t just exist for “tech” in the abstract, but to empower <em>all<\/em> disciplines\u2014including and especially creative ones like yours.<\/p>\n<p><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! Do I understand right that your product is more for enterprises?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> Thank you for the congratulations and for asking this important question.<\/p>\n<\/p>\n<p>While our infrastructure naturally serves demanding enterprise use cases, Thordata was fundamentally built for any serious professional or team whose work depends on reliable data. We serve individual developers, growing startups, and large corporations alike\u2014anyone who views data integrity as critical and values a “set it and forget it” solution.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 service respects our time. No more manual IP whitelisting or daily password resets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Thank you. This is precisely why we engineered the automation into our system. We believe professionals like you should spend time on analysis, not on maintenance. Your time is your most valuable asset.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 the data breaks, everything breaks. I’m happy to see a tool built for long-term use, not just quick wins.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thank you for that profound insight. You’ve articulated our core belief perfectly. We built Thordata on the principle that data integrity is non-negotiable, and that true infrastructure is built to last, not just to work today.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Daily user here for competitive intelligence work. I used to build custom proxy solutions myself, but this service delivers far better value for the price. Highly recommended.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@yuki1028\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuki1028<\/a> Thank you so much \u2014 coming from someone who has built and maintained their own proxy infrastructure, this means a lot. We built Thordata precisely for experts like you, who know the real cost of \u201cDIY\u201d not just in money, but in time, reliability, and focus. Hearing that it\u2019s become a daily part of your competitive intelligence workflow is the best feedback we could hope for. We\u2019re here to keep earning that 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yuki1028\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuki1028<\/a> We really appreciate you taking the time to share this. When users with hands-on proxy experience tell us we deliver better value, it validates the core mission: to turn proxy infrastructure from a time-consuming distraction into a reliable, scalable advantage. If you ever have suggestions from your daily use \u2014 whether on features, reporting, or integrations \u2014 please don\u2019t hesitate to reach out. We\u2019re committed to making Thordata the obvious choice for teams that depend on data.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yuki1028\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuki1028<\/a> Really appreciate this feedback.<br \/>Competitive intelligence at scale is tough, and it\u2019s especially meaningful coming from someone who understands the trade-offs of custom-built proxy solutions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been using Thordata for a month now. The residential proxy pool is incredibly reliable\u2014our scraper success rate went from 40% to 98% overnight.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@haoran_fok\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haoran_fok<\/a> Thank you so much for sharing this fantastic feedback. It’s incredibly rewarding for our entire team to hear that Thordata has made such a dramatic impact on your operations. A jump from 40% to 98% success rate overnight is exactly the kind of transformative result we built our residential proxy network to deliver.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 use it for daily competitive intelligence. Speaking as a former \u201cDIY proxy\u201d person\u2014this is worth every penny.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@luke_pioneero\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_pioneero<\/a> Welcome to the club! As a fellow former “DIY proxy” builder, I know exactly the pain \u2014 the constant maintenance, the sudden blocks, the time spent not on intelligence but on infrastructure. Hearing that Thordata is worth it for your daily competitive intel means the world to us. That\u2019s the whole reason we built this: so experts like you can focus on insights, not on keeping proxies alive. Really appreciate you sharing your 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@luke_pioneero\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_pioneero<\/a> That\u2019s a powerful endorsement, especially coming from someone who\u2019s been in the trenches. Managing your own proxies gives you a real appreciation for reliability and scale\u2014something we\u2019ve poured everything into solving.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@luke_pioneero\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luke_pioneero<\/a> Thank you, feedback like this is exactly why we built Thordata. It means a lot coming from someone who knows the pain of maintaining proxies firsthand.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 combination of global coverage, scalability, and compliance makes this especially compelling for teams planning long-term data pipelines, not just one-off projects.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@victorzh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@victorzh<\/a> Thank you for this precise summary \u2014 this has indeed been our core design principle from the very beginning: not to offer short-term fixes, but to provide support for sustainable, compliant data pipelines. Global coverage and elastic scalability are just the foundation; what matters more is enabling teams to fully trust the stability and compliance boundaries of their data sources in long-term projects.<\/p>\n<p>We look forward to collaborating with more teams like yours who prioritize long-term architecture, and we welcome continued dialogue. If you have specific scenarios or needs in building your data pipelines, we are more than happy to provide tailored support.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@victorzh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@victorzh<\/a> We are currently refining best practices for long-term data pipelines together with our early customers, and we would greatly value your thoughts and insights in this area. Let’s build a more resilient AI data ecosystem together.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@victorzh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@victorzh<\/a> Thanks!<br \/>We strongly agree \u2014 long-term pipelines only work if compliance is designed in from day one. For us, it\u2019s not an add-on but a core architectural principle.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 job on the launch. AI teams need infrastructure they can trust as they grow, and Thordata seems well thought out for that journey. Excited to see how this evolves!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@carlvert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@carlvert<\/a> Thank you for your keen insight! This is precisely the reason we founded Thordata\u2014as AI teams scale, they are often constrained by the stability and trustworthiness of their data infrastructure. We aim to provide reliable, scalable data collection proxies, allowing teams to focus more on their models and business, rather than constantly battling bottlenecks in data acquisition.<\/p>\n<p>We look forward to growing alongside more AI teams. If you or anyone you know has relevant use cases, feel free to reach out anytime. We will continue to iterate and strive to be the “invisible yet indispensable” data foundation for everyone.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@carlvert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@carlvert<\/a> Thordata will continue to deepen its efforts in availability, coverage quality, compliance, and security. We welcome you to stay tuned, and if you have any scenarios or feedback, we are always open to discussion. Let’s advance every step of AI implementation together.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@carlvert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@carlvert<\/a> Thanks so much! Trust and predictability are exactly what we focus on as teams scale.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6BRIPDK6UGAFOH\" class=\"app-title\">NBot<\/a><\/p>\n<div class=\"one-liner\">Personalized curators that surface what you care about<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">319<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>NBot\u662f\u4e00\u6b3e\u4e2a\u4ebaAI\u4fe1\u606f\u96f7\u8fbe\uff0c\u901a\u8fc7\u521b\u5efa\u4e2a\u6027\u5316\u4e3b\u9898\u8ffd\u8e2a\u5668\uff0c\u5728\u4fe1\u606f\u8fc7\u8f7d\u7684\u80cc\u666f\u4e0b\uff0c\u81ea\u52a8\u626b\u63cf\u5168\u7f51\u591a\u6e90\u5185\u5bb9\uff0c\u6ee4\u966499%\u7684\u566a\u97f3\uff0c\u4e3a\u7528\u6237\u7cbe\u51c6\u5448\u73b0\u5176\u771f\u6b63\u5173\u5fc3\u76841%\u6838\u5fc3\u4fe1\u606f\uff0c\u89e3\u51b3\u4e86\u4e13\u4e1a\u4eba\u58eb\u548c\u5174\u8da3\u7231\u597d\u8005\u9ad8\u6548\u83b7\u53d6\u3001\u6d88\u5316\u788e\u7247\u5316\u4fe1\u606f\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\/0cc57c71-6a9d-4953-9a7c-68ae236a3e8a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/38ac90f2-e552-4362-9a7e-dd02c20a335b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/745338d4-e0d5-4a5c-835d-8b9c78e9c5e8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d3a7333-ebc7-4fe8-ab5a-6141e974bae8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6d4eb6d8-6b35-461e-b032-00933e41c87d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c9317bca-ec4b-4ddf-bb49-adf5342631a1.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\">News<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4fe1\u606f\u8fc7\u6ee4<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5185\u5bb9\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u7b80\u62a5<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u6e90\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u64ad\u5ba2\u7b80\u62a5<\/span><br \/>\n <span class=\"tag\">\u610f\u56fe\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u8fc7\u8f7d\u89e3\u51b3\u65b9\u6848<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u89e3\u51b3\u4fe1\u606f\u8fc7\u8f7d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8d5e\u8d4f\u5176\u591a\u6e90\u8ffd\u8e2a\u3001\u64ad\u5ba2\u7b80\u62a5\u7b49\u7279\u8272\u529f\u80fd\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5982\u4f55\u907f\u514d\u4fe1\u606f\u8327\u623f\u3001\u589e\u52a0\u8fc7\u6ee4\u8fc7\u7a0b\u900f\u660e\u5ea6\u4e0e\u53ef\u63a7\u6027\u3001\u5f00\u53d1\u6d4f\u89c8\u5668\u6269\u5c55\u4ee5\u5feb\u901f\u4fdd\u5b58\u5185\u5bb9\u3001\u4f18\u5316\u957f\u6587\u9605\u8bfb\u4f53\u9a8c\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 NBot\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u5f53\u524d\u4e3b\u6d41\u63a8\u8350\u7cfb\u7edf\u7684\u4e00\u6b21\u201c\u53db\u79bb\u5ba3\u8a00\u201d\u3002\u5b83\u654f\u9510\u5730\u6233\u4e2d\u4e86\u4e00\u4e2a\u884c\u4e1a\u6096\u8bba\uff1a\u5373\u4fbf\u62e5\u6709\u5f3a\u5927\u7684\u7b97\u6cd5\u548c\u767e\u4e07\u65e5\u6d3b\uff0c\u7528\u6237\u4f9d\u7136\u56e0\u63a5\u6536\u4e0d\u5230\u201c\u5bf9\u81ea\u5df1\u771f\u6b63\u6709\u4ef7\u503c\u201d\u7684\u4fe1\u606f\u800c\u62b1\u6028\u3002\u8fd9\u63ed\u793a\u4e86\u63a8\u8350\u7cfb\u7edf\u4ece\u201c\u731c\u4f60\u559c\u6b22\u201d\u5230\u201c\u61c2\u4f60\u6240\u9700\u201d\u7684\u8fdb\u5316\u65ad\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u4fe1\u606f\u83b7\u53d6\u7684\u4e3b\u52a8\u6743\u4ece\u201c\u5e73\u53f0\u63a8\u8350\u201d\u91cd\u65b0\u4ea4\u8fd8\u7ed9\u201c\u7528\u6237\u610f\u56fe\u201d\u3002\u901a\u8fc7\u521b\u5efa\u4e13\u5c5e\u201cCurator\u201d\uff0cNBot\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u56f4\u7ed5\u7528\u6237\u957f\u671f\u3001\u6df1\u5ea6\u5174\u8da3\u7684\u3001\u5177\u6709\u8bb0\u5fc6\u7684AI\u4ee3\u7406\u3002\u8fd9\u4e0d\u518d\u662f\u7b80\u5355\u7684\u5173\u952e\u8bcd\u8ba2\u9605\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u79ef\u7d2f\u8ba4\u77e5\u3001\u5e76\u8fdb\u884c\u5bf9\u8bdd\u5f0f\u4ea4\u4e92\u7684\u79c1\u4eba\u77e5\u8bc6\u5e93\u3002\u64ad\u5ba2\u7b80\u62a5\u529f\u80fd\u66f4\u662f\u5c06\u201c\u4fe1\u606f\u6d88\u8d39\u201d\u65e0\u7f1d\u5d4c\u5165\u788e\u7247\u5316\u65f6\u95f4\uff0c\u4f53\u73b0\u4e86\u573a\u666f\u5316\u8bbe\u8ba1\u7684\u5de7\u601d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e0e\u6f5c\u529b\u4e00\u6837\u5de8\u5927\u3002\u9996\u5f53\u5176\u51b2\u7684\u662f\u201c\u900f\u660e\u6027\u4e0e\u53ef\u63a7\u6027\u201d\u7684\u5e73\u8861\u96be\u9898\u3002\u5982\u4f55\u8ba9\u7528\u6237\u4fe1\u4efbAI\u8fc7\u6ee4\u6389\u768499%\u786e\u5b9e\u662f\u566a\u97f3\uff0c\u800c\u975e\u5173\u952e\u4fe1\u53f7\uff1f\u8fd9\u8981\u6c42\u4ea7\u54c1\u5fc5\u987b\u5728\u7b97\u6cd5\u9ed1\u7bb1\u4e0a\u5f00\u4e00\u6247\u7a97\uff0c\u63d0\u4f9b\u8fc7\u6ee4\u65e5\u5fd7\u548c\u624b\u52a8\u6821\u6b63\u673a\u5236\uff0c\u5426\u5219\u201c\u907f\u514d\u56de\u58f0\u58c1\u201d\u7684\u627f\u8bfa\u5c06\u96be\u4ee5\u81ea\u8bc1\u3002\u5176\u6b21\uff0c\u4ece\u201c\u4e2a\u4eba\u96f7\u8fbe\u201d\u8d70\u5411\u201c\u56e2\u961f\u534f\u4f5c\u201d\u7684\u8def\u5f84\u867d\u5df2\u663e\u73b0\uff0c\u4f46\u5982\u4f55\u7ba1\u7406\u591a\u4eba\u610f\u56fe\u4e0b\u7684\u4fe1\u606f\u6d41\uff0c\u5c06\u662f\u66f4\u590d\u6742\u7684\u5de5\u7a0b\u3002\u672c\u8d28\u4e0a\uff0cNBot\u7684\u7ec8\u6781\u8003\u9a8c\u662f\u80fd\u5426\u5c06\u201c\u4e2a\u6027\u5316\u201d\u505a\u5230\u6781\u81f4\uff0c\u540c\u65f6\u907f\u514d\u9677\u5165\u72ed\u9698\uff0c\u8fd9\u9700\u8981AI\u4e0d\u4ec5\u7406\u89e3\u7528\u6237\u7684\u663e\u6027\u6307\u4ee4\uff0c\u66f4\u80fd\u6d1e\u5bdf\u5176\u6f5c\u5728\u7684\u4fe1\u606f\u9700\u6c42\u8fb9\u754c\u3002\u5b83\u7684\u63a2\u7d22\uff0c\u6b63\u6307\u5411\u4e0b\u4e00\u4ee3\u4fe1\u606f\u83b7\u53d6\u8303\u5f0f\u7684\u6838\u5fc3\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\">NBot<\/span>\n <\/div>\n<div class=\"comment-content\">NBot reads the entire internet for you – news, niche blogs, social media, forums – then kills 99% of the noise and surfaces the 1% that actually matters. It restructures chaos into clean, actionable feeds and briefings so you save hours, stay ahead of emerging signals, and make faster, sharper decisions.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b Hi Product Hunt! Thanks for checking out <strong>nbot<\/strong> – excited (and a bit nervous) to share this with you.<\/p>\n<\/p>\n<p>Before building nbot, our team worked on a <strong>large-scale information product<\/strong> with millions of users. We had a strong recommendation system and high engagement, but there was one thing we couldn\u2019t ignore:<\/p>\n<p>Every day, we received a huge amount of <strong>negative feedback about content<\/strong>.<\/p>\n<p>Not because users didn\u2019t want information – but because they felt they were still reading <em>things they didn\u2019t truly care about<\/em>, or content that wasn\u2019t valuable <em>for them personally<\/em>.<\/p>\n<\/p>\n<p>That made us step back and ask a simple question:<\/p>\n<blockquote>\n<p><strong>What if users could decide <em>what<\/em> is worth tracking – and let AI do the rest?<\/strong><\/p>\n<\/blockquote>\n<p>That question led us to build <strong>nbot<\/strong>.<\/p>\n<\/p>\n<h3>What is nbot?<\/h3>\n<p><strong>nbot is a personal AI radar<\/strong> that helps you continuously track the topics you care about, cut through noise, and turn scattered information into something actually useful.<\/p>\n<\/p>\n<p>With nbot, you can:<\/p>\n<ul>\n<li>\n<p>\ud83d\udd0d <strong>Create a Curator for any topic<\/strong> you care about – a company, trend, policy, market, or niche interest<\/p>\n<\/li>\n<li>\n<p>\ud83c\udf10 <strong>Automatically track content across multiple sources<\/strong> (articles, social posts, images, videos, etc.)<\/p>\n<\/li>\n<li>\n<p>\ud83e\udde0 <strong>Build long-term topic memory<\/strong> – nbot remembers what matters and what doesn\u2019t over time<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcac <strong>Ask questions and explore<\/strong> your curated knowledge conversationally, not just read feeds<\/p>\n<\/li>\n<li>\n<p>\ud83c\udfa7 <strong>Listen to updates as podcasts<\/strong>, so you can stay informed even when you\u2019re busy<\/p>\n<\/li>\n<\/ul>\n<p>Instead of chasing feeds, <strong>nbot works for you in the background<\/strong> and delivers signal, not noise.<\/p>\n<p>We believe the future of information isn\u2019t more recommendations –<br \/>it\u2019s <strong>intent-driven, AI-native curation<\/strong> built around what <em>you<\/em> actually want to understand.<\/p>\n<p>We\u2019d love your feedback:<\/p>\n<ul>\n<li>\n<p>What topic would you track first?<\/p>\n<\/li>\n<li>\n<p>Where does today\u2019s information experience feel most broken for you?<\/p>\n<\/li>\n<\/ul>\n<p>Thanks for stopping by \u2014 and happy to answer any questions \ud83d\ude4c<\/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\/@yuanhao1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuanhao1<\/a> Hey! Intent-driven curation is compelling. How do you prevent a curator from becoming an echo chamber over time, while still respecting the user\u2019s intent and avoiding the noise they explicitly want to filter 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>Congrats on the launch! <\/p>\n<p>How would I know I haven’t missed anything? <br \/>Imagine you could see logs of what has been filtered and pick a % of how hard you want the algorithm to be… like “advanced configuration” with a pro plan. <a href=\"https:\/\/www.producthunt.com\/@yuanhao1\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"yuanhao1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuanhao1<\/a> <\/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\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> You\u2019re absolutely right. We\u2019re actively working on making the AI\u2019s filtering more transparent – including letting users see what was filtered out and recover anything that was mistakenly dropped. The goal is to give users more control and let them <em>teach<\/em> the AI over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching nbot on Product Hunt! \ud83c\udf89 <\/p>\n<p>As an AI Product Lead, I\u2019m super impressed by your team\u2019s pivot from a large-scale product to solving real pain points\u2014information overload is such a headache! The \u201cAI radar\u201d concept is genius, and features like multi-source tracking and podcast updates make it a lifesaver for busy folks. \ud83d\ude0a <\/p>\n<\/p>\n<p>One tweak: consider adding a browser extension for quick content saving, so users can build curators seamlessly while browsing. <\/p>\n<p>What\u2019s your vision for expanding source integrations? Would love to hear more! \ud83d\udc4f<\/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\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Thank you so much \ud83d\ude4f<br \/>Information overload is exactly the problem we\u2019re focused on solving.<br \/>Great call on the browser extension. It\u2019s on our roadmap. We\u2019re also actively expanding source coverage across web, social, and long-tail content.<br \/>Would love to hear how you\u2019d use nbot in your own workflow!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great improvement on efficiency of info extracting with NBot! too much noise over the market and it is exactly what i need!<\/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\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Thanks Cruise!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>After months of hard work, we\u2019re finally live on Product Hunt.<\/p>\n<p>Hope you like what we built, and we\u2019d really appreciate your honest feedback.<\/p>\n<p>Thank you all \u2764\ufe0f<\/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>Nice one! Will there be a reader-mode interface for longer contextual narratives?<\/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\/@knox_landry\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@knox_landry<\/a> Definitely! Improving the reading experience is a big focus for us going forward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It\u2019s nice to have topic curators running 24\/7 with minimal upkeep.<\/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\/@lisa_helicopter_l\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lisa_helicopter_l<\/a> Exactly \ud83d\ude04 Curators don\u2019t sleep.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 switched my investor updates from custom spreadsheets to a live nbot feed.<\/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\/@jianqiang_hao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jianqiang_hao<\/a>  Hope it helps you make better, faster decisions. Hopefully better returns too \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 tone of summaries feels human, not robotic.<\/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\/@vermouth2333\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vermouth2333<\/a> Thanks! We spent a <em>lot<\/em> of time iterating on prompts and editorial guidance to get that tone right.\ud83d\ude04<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b Just tried <strong>nbot<\/strong> and I\u2019m seriously impressed!<br \/> As someone drowning in newsletters, Twitter threads, and \u201cmust-read\u201d lists, the idea of an AI that <em>learns what actually matters to me<\/em>\u2014not just what\u2019s trending\u2014is a breath of fresh air.<\/p>\n<p>I created a Curator for \u201cAI regulation in the EU\u201d and within minutes, it pulled together relevant articles, policy updates, and even niche forum discussions I\u2019d never have found on my own. The fact that it builds <strong>long-term memory<\/strong> around my interests\u2014and lets me <em>ask questions<\/em> like \u201cWhat changed this week?\u201d\u2014feels like having a research assistant who actually gets me.<\/p>\n<p>Biggest win? Listening to my daily update as a <strong>podcast<\/strong> while making coffee \u2615\ufe0f. Genius!<\/p>\n<p>My first tracked topic: <strong>open-source AI infrastructure<\/strong>.<br \/> Where info feels most broken today? <strong>Too much noise, zero context.<\/strong><\/p>\n<p>Excited to see where you take this\u2014thanks for building nbot! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yuanchen_wang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuanchen_wang<\/a> Thanks so much for trying nbot. This really means a lot to us \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>It\u2019s great that I can share a curated thread directly with my team.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zephyrlink_i\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zephyrlink_i<\/a> Exactly! We\u2019re excited to see how teams end up sharing and collaborating around curators.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zephyrlink_i\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zephyrlink_i<\/a> That\u2019s great to hear. Helping insights move from \u201cinteresting\u201d to \u201cshared\u201d was a big reason we built this! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Are curator topics additive or do they overwrite context?<\/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\/@jayzhu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jayzhu<\/a> Thanks for your question. Each curator has its own isolated, accumulative context and memory. When you refine or add topics, the system <em>builds on<\/em> what it has already learned instead of resetting it. This allows curators to get more accurate and personalized over time, rather than starting from scratch after each update.<\/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 Yuanhao, that line about users still reading things they didn\u2019t truly care about, despite a strong recommendation system ,that\u2019s a real insight. Was there a specific piece of feedback that hit hardest?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> There were many moments like that. One that stood out was realizing how differently people feel about the <em>same<\/em> topic, even when it looks identical on the surface. Traditional recommendation systems are great at predicting popularity, but much worse at understanding individual preference and intent.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\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 launch!! cool product<\/div>\n<div class=\"comment-actions\">\n<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\/@hehe6z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hehe6z<\/a> Thank you so much Helena!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@hehe6z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hehe6z<\/a> Thank you so much! Really appreciate the support. \ud83d\ude80<\/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\">Looks awesome, congratulations on your launch!<\/div>\n<div class=\"comment-actions\">\n<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\/@jeffrey_claxton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeffrey_claxton<\/a> Thank you so much Jeffrey – really appreciate your support! \u2764\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/nbot\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"nbot\" target=\"_blank\" rel=\"noopener\">@NBot<\/a> I’ve been really impressed by your team – high speed, high standards, and smart decisions. This is what an AI-first content curator should be. Congratulations on the launch! \ud83c\udf89<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@e_reder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@e_reder<\/a> Thank you so much! It\u2019s incredibly rewarding to hear that you see exactly what we\u2019re aiming for-an AI-first approach to curation. I\u2019m immensely proud of the team\u2019s dedication to keeping standards high and moving fast. Cheers to building the future of content together! \ud83d\ude80”<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats for the launch. This is interesting<\/div>\n<div class=\"comment-actions\">\n<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\/@ethan_zheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ethan_zheng<\/a> Thanks Ethan!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Too much of unnecessary information while research makes me confuse and diverts from what matters. This possibly helps me in research, if the filters works as intended. Congrats on launch \ud83d\udc4f<\/div>\n<div class=\"comment-actions\">\n<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\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> Thank you! We\u2019re still actively improving nbot\u2019s curation algorithms and would really appreciate your feedback as you try it out.<\/p>\n<h3><\/h3>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Honestly, I\u2019m tired of feeds pushing random stuff. If nbot can focus only on what I choose, that\u2019s a big win. Excited to try it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<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> Thank you! We\u2019re really looking forward to your feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Watching niche tech trends is easier now than toggling multiple apps.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joey_zhu_seopage_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joey_zhu_seopage_ai<\/a> Yes!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@joey_zhu_seopage_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joey_zhu_seopage_ai<\/a> Exactly why we built <a href=\"https:\/\/www.producthunt.com\/products\/nbot\" target=\"_blank\" rel=\"noopener\"><strong>NBot<\/strong><\/a>! \ud83d\ude80 We want to end the 30-tab exhaustion once and for all. You can even add specific links to your customized feed so NBot tracks your niche interests with way more precision than a standard app toggle.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool idea! We will try in our team! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nikita_40in\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikita_40in<\/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>I appreciate that it tracks blogs and niche sources, not just big outlets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@coin_red\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@coin_red<\/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>Can curators handle multimedia summaries?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shawnzhu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shawnzhu<\/a> Multimedia understanding is a natural strength of LLMs. We don\u2019t yet expose explicit controls for it, but that\u2019s coming. Interestingly, if you create a curator in a non-English language, summaries often come back in that language automatically.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It\u2019s cool that I can get updates in audio format – makes commute reading easier.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pany_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pany_ai<\/a> Glad you like it! Due to cost constraints, podcast updates are currently available for paid users, but we\u2019d love to make this accessible to more users 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Huge congrats on NBot\u2019s launch!<\/strong> Love the idea of it curating the 1% meaningful content from the entire internet. Saving hours on information sifting is exactly what professionals need right now. Well done!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@eeeeeach\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eeeeeach<\/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>Putting in plain language what I want to follow is really straightforward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mooyan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mooyan<\/a> Natural language is our biggest bet!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a useful feature – sharing curated threads right to my teammates.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@yuki1028\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuki1028<\/a> Love that \ud83d\ude04 Curious what you ended up sharing?<\/p>\n<h3><\/h3>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 set up a few custom curators for topics I care about \u2014 it\u2019s nice how nbot surfaces stuff I wouldn\u2019t find in a regular feed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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___1282025165cc92287e7a197\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@new_user___1282025165cc92287e7a197<\/a>  They even get better the longer they run!<\/p>\n<h3><\/h3>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\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 the launch, only focus on important feed is what all we need<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Huge congratulations on the launch!! Curious to know if you have plans to launch and MCP or what the API roadmap looks like. I created 3 curators and am enjoying the platform so far \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@juannikin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@juannikin<\/a> Huge thanks for the support and for diving in with 3 curators already – that\u2019s awesome to hear! \ud83d\ude80 You hit the nail on the head; <strong>Yes, API is definitely on our roadmap. <\/strong>We want NBot to be the ‘intelligence layer’ for your existing tools, not just another destination. We’ll make sure to update the community as we get closer to those releases. What would be your #1 use case for an NBot API?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4ZSUVFH4MCTYEV\" class=\"app-title\">Clarity<\/a><\/p>\n<div class=\"one-liner\">Caffeine tracking to optimize your intake<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">206<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5229\u7528\u8bbe\u5907\u7aefAI\u63d0\u4f9b\u4e2a\u6027\u5316\u6d1e\u5bdf\u7684\u5496\u5561\u56e0\u8ffd\u8e2a\u5e94\u7528\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u8ffd\u6c42\u5de5\u4f5c\u6548\u7387\u6216\u8fd0\u52a8\u8868\u73b0\u7b49\u573a\u666f\u4e0b\uff0c\u79d1\u5b66\u4f18\u5316\u5496\u5561\u56e0\u6444\u5165\uff0c\u907f\u514d\u8fc7\u91cf\u5f71\u54cd\u7761\u7720\uff0c\u89e3\u51b3\u76f2\u76ee\u6444\u5165\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\/4e8f996e-9873-473e-9b13-9bfddbae95cc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1fb15640-9761-4580-92d9-77edc103803f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0311f47d-db28-4c4d-a2bd-3bdf34f88861.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f0ae3262-7e85-426f-b02e-f1df6d3fae74.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a6b0d411-cb3e-404a-ac5f-091615a20af2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4685503c-157f-4616-924f-2e097ca44cea.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Coffee<\/span><br \/>\n <span class=\"tag\">Apple<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u5496\u5561\u56e0\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u8bbe\u5907\u7aefAI<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u7761\u7720\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u91cf\u5316\u81ea\u6211<\/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\u6838\u5fc3\u4ef7\u503c\uff1a\u76f4\u89c2\u53ef\u89c6\u5316\u5496\u5561\u56e0\u6548\u679c\u66f2\u7ebf\u3001\u996e\u54c1\u6570\u636e\u5e93\u8be6\u5b9e\u3002\u521b\u59cb\u4eba\u900f\u9732\u4f01\u4e1a\u5408\u4f5c\u3001\u4e2a\u6027\u5316\u6a21\u578b\u5347\u7ea7\uff08V2\u5f00\u53d1\u4e2d\uff09\u53ca\u201c\u5496\u5561\u56e0\u91cd\u7f6e\u201d\u7b49\u672a\u6765\u8def\u7ebf\u56fe\u3002\u6709\u7528\u6237\u8be2\u95ee\u6a21\u578b\u662f\u5426\u4f1a\u57fa\u4e8e\u4e2a\u4eba\u654f\u611f\u6027\u8fdb\u5316\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 Clarity\u7684\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u8bb0\u5f55\u3002\u5b83\u8bd5\u56fe\u5c06\u5496\u5561\u56e0\u4ece\u4e00\u79cd\u6a21\u7cca\u7684\u201c\u63d0\u795e\u996e\u54c1\u201d\u6210\u5206\uff0c\u89e3\u6784\u4e3a\u4e00\u79cd\u53ef\u91cf\u5316\u3001\u53ef\u7b56\u7565\u6027\u4f7f\u7528\u7684\u201c\u751f\u7269\u9ed1\u5ba2\u201d\u5de5\u5177\uff0c\u8fd9\u662f\u5176\u6838\u5fc3\u4ef7\u503c\u8dc3\u8fc1\u3002\u901a\u8fc7\u8bbe\u5907\u7aefAI\u5206\u6790\u6444\u5165\u6570\u636e\uff0c\u53ef\u89c6\u5316\u534a\u8870\u671f\u4e0e\u6548\u679c\u66f2\u7ebf\uff0c\u5b83\u76f4\u63a5\u56de\u5e94\u4e86\u9ad8\u7aef\u7528\u6237\u5bf9\u201c\u7cbe\u51c6\u4f18\u5316\u201d\u7684\u8bc9\u6c42\u2014\u2014\u4e0d\u662f\u4e3a\u4e86\u5c11\u559d\uff0c\u800c\u662f\u4e3a\u4e86\u201c\u559d\u5bf9\u201d\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\u79d1\u5b66\u58c1\u5792\uff1a\u5496\u5561\u56e0\u4ee3\u8c22\u53d7\u57fa\u56e0\u3001\u8010\u53d7\u5ea6\u3001\u996e\u98df\u7b49\u591a\u91cd\u53d8\u91cf\u5f71\u54cd\uff0c\u73b0\u6709\u6a21\u578b\u80fd\u5426\u63d0\u4f9b\u8db3\u591f\u4e2a\u6027\u5316\u7684\u201c\u6d1e\u5bdf\u201d\u800c\u975e\u901a\u7528\u7ed3\u8bba\uff0c\u662f\u5176\u4e13\u4e1a\u6027\u7684\u8bd5\u91d1\u77f3\u3002\u521b\u59cb\u4eba\u63d0\u53ca\u7684\u201c\u4e2a\u4f53\u654f\u611f\u6027\u201d\u6a21\u578b\u662f\u6b63\u786e\u65b9\u5411\uff0c\u4f46\u9700\u4e25\u8c28\u79d1\u5b66\u80cc\u4e66\u3002\u5176\u6b21\uff0c\u573a\u666f\u5ef6\u4f38\uff1a\u4ece\u4e2a\u4eba\u5de5\u5177\u5411\u4f01\u4e1a\u5065\u5eb7\u89e3\u51b3\u65b9\u6848\u62d3\u5c55\uff08\u5982\u8bc4\u8bba\u4e2d\u6697\u793a\u7684\u529e\u516c\u5ba4\u573a\u666f\uff09\u662f\u806a\u660e\u7684\u589e\u957f\u7b56\u7565\uff0c\u4f46\u8fd9\u8981\u6c42\u4ea7\u54c1\u4ece\u201c\u5efa\u8bae\u201d\u8f6c\u5411\u53ef\u80fd\u7684\u201c\u5e72\u9884\u201d\uff0c\u6d89\u53ca\u66f4\u590d\u6742\u7684\u8d23\u4efb\u4e0e\u6570\u636e\u4f26\u7406\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u66f4\u50cf\u4e00\u4e2a\u7cbe\u7f8e\u7684\u201c\u6559\u80b2\u5de5\u5177\u201d\uff0c\u7528\u4e8e\u5efa\u7acb\u8ba4\u77e5\u3002\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u201cClarity Intelligence\u201d\u8fed\u4ee3\u4e3a\u5177\u6709\u9884\u6d4b\u4e0e\u4e3b\u52a8\u5e72\u9884\u80fd\u529b\u7684\u201c\u5496\u5561\u56e0\u5bfc\u822a\u7cfb\u7edf\u201d\uff0c\u5e76\u4e0e\u7a7f\u6234\u8bbe\u5907\u3001\u65e5\u7a0b\u6df1\u5ea6\u96c6\u6210\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u7684\u201c\u5408\u4f5c\u4f19\u4f34\u201d\u82e5\u6307\u5411\u8fde\u9501\u5496\u5561\u54c1\u724c\u6216\u5065\u5eb7\u5e73\u53f0\uff0c\u5c06\u6781\u5927\u4e30\u5bcc\u6570\u636e\u8f93\u5165\u7ef4\u5ea6\u3002\u603b\u4e4b\uff0c\u5b83\u5361\u4f4d\u4e86\u4e00\u4e2a\u7ec6\u5206\u4f46\u9ad8\u6f5c\u529b\u7684\u9700\u6c42\u70b9\uff0c\u4f46\u8981\u4ece\u201c\u4ee4\u4eba\u60ca\u8273\u201d\u5230\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u4ecd\u9700\u5728\u79d1\u5b66\u4e25\u8c28\u6027\u4e0e\u751f\u6001\u6574\u5408\u4e0a\u8bc1\u660e\u81ea\u5df1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Clarity<\/span>\n <\/div>\n<div class=\"comment-content\">Clarity began as a simple caffeine tracking app, it is now grown into a performance application that helps users use caffeine more strategically based on their specific optimisation. Clarity Intelligence uses the on-device AI to give tailored insights. The app get’s better the more you use it!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone,<\/p>\n<p>My names Joe and I\u2019m the founder and developer of Clarity. <\/p>\n<p>I want to personally thank everyone for the upvotes. <\/p>\n<p>I\u2019ll be replying to any and all comments today. <\/p>\n<p>Clarity is at the very start of its journey. The development roadmap is looking truly insane with some really cool partnerships lined up. <\/p>\n<p>If it piques your interest, give it a go. <\/p>\n<p>The Caffeine Reset is coming.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, this is what I definitely need \ud83d\ude05 I LOVE how you managed drinks and caffeine intake breakdown, this is a killer. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@pasha_tseluyko thanks Pavel!<\/p>\n<p>That kind of reaction was exactly what I\u2019ve been aiming for. <\/p>\n<p>The best feeling was hearing my mum say \u2018I can\u2019t believe how much caffeine I was drinking, this has helped me so much\u2019<\/p>\n<p>She was drinking over 800mg a day.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hehe more caffeine here! All the best on the launch!!!<\/div>\n<div class=\"comment-actions\">\n<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\">Nice and simple. Being a coffee lover and someone who tends to overdo it, I need this. Learning about coffee\u2019s half-life is eye opening.<\/div>\n<div class=\"comment-actions\">\n<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\">@lena_btw Hi Lena,<\/p>\n<p>Great to hear! It\u2019s actually shocking the amount of companies that have no idea as to the caffeine content in their products!<\/p>\n<p>The uk has banned energy drinks for kids under 16, it that\u2019s based on the assumption that anyone 16 and over understand caffeine!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! this is a genuinely useful take on caffeine, not just another habit tracker. I like how Clarity visualizes the peak and taper of caffeine\u2019s effect; that makes timing decisions much more intuitive for deep work or workouts. The focus on performance <em>and<\/em> sleep feels especially relevant for people who rely on coffee daily. Curious if you\u2019re planning to personalize the model over time based on individual sensitivity.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@vik_sh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vik_sh<\/a> Hi Viktor, <\/p>\n<\/p>\n<p>You have captured exactly what Clarity is about. I use it primarily to optimise for mental performance, but physical performance is still important to me too. <\/p>\n<\/p>\n<p>The core question I keep asking myself as I refine Clarity is – am I answering the ‘So-what’s’ when it comes to caffeine intake. <\/p>\n<\/p>\n<p>To answer your question, Clarity intelligence V2 is in development as we speak. There will be a more pro-active approach to the insights!<\/p>\n<\/p>\n<p>I have some very cool partnerships coming along too!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This should be part of offices \ud83d\ude00 but I am safe because I do not drink coffee \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi Nika,<\/p>\n<\/p>\n<p>Between you and I, that\u2019s already in the works!<\/p>\n<\/p>\n<p>It would be worth checking clarity out, caffeine may creep into other things that you didn\u2019t even realise!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/AUQSMBBLKN6I4Y\" class=\"app-title\">Tubeletter<\/a><\/p>\n<div class=\"one-liner\">Turn Youtube vides into newsletters<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">181<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Tubeletter\u5229\u7528AI\u5c06YouTube\u957f\u89c6\u9891\u8f6c\u5316\u4e3a\u53ef\u8ba2\u9605\u7684\u7535\u5b50\u90ae\u4ef6\u7b80\u62a5\uff0c\u5e2e\u52a9\u5185\u5bb9\u521b\u4f5c\u8005\u62d3\u5c55\u5206\u53d1\u6e20\u9053\uff0c\u540c\u65f6\u4e3a\u89c2\u4f17\u63d0\u4f9b\u65e0\u9700\u89c2\u770b\u5168\u7a0b\u7684\u89c6\u9891\u4fe1\u606f\u6458\u8981\uff0c\u89e3\u51b3\u4e86\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u65f6\u95f4\u6709\u9650\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\/7cb92d2c-e89b-4af7-b1e3-070aba681d0f.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\/dc1c1569-704b-4262-b024-0bc541ed7653.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\/d4990a74-aa40-4b05-9f2a-53dbd19cfa8f.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\/54e8d1d4-0dcb-4726-897d-d11a41113748.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\">Newsletters<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">YouTube<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5185\u5bb9\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u8f6c\u6587\u5b57<\/span><br \/>\n <span class=\"tag\">\u65b0\u95fb\u7b80\u62a5\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u7ecf\u6d4e<\/span><br \/>\n <span class=\"tag\">\u7535\u5b50\u90ae\u4ef6\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u518d\u751f\u4ea7<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6d88\u5316<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">YouTube\u751f\u6001<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u9002\u5408\u5fd9\u788c\u7684\u5185\u5bb9\u6d88\u8d39\u8005\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u5173\u5fc3\u7b80\u62a5\u53ef\u8bfb\u6027\u4e0e\u6392\u7248\u683c\u5f0f\uff1b\u8be2\u95ee\u4ea7\u54c1\u5b9a\u4f4d\uff08\u670d\u52a1\u521b\u4f5c\u8005\u8fd8\u662f\u89c2\u4f17\uff09\uff1b\u5efa\u8bae\u63a2\u7d22Telegram\u7b49\u63a8\u9001\u6e20\u9053\uff1b\u5f00\u53d1\u8005\u81ea\u8ff0\u6e90\u4e8e\u4e2a\u4eba\u9700\u6c42\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 Tubeletter\u770b\u4f3c\u662f\u53c8\u4e00\u4e2a\u201cAI+\u5185\u5bb9\u518d\u751f\u4ea7\u201d\u5de5\u5177\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u4e2d\u95f4\u5c42\u5e02\u573a\uff1a\u975e\u6587\u672c\u539f\u751f\u521b\u4f5c\u8005\u7684\u5185\u5bb9\u6587\u672c\u5316\u9700\u6c42\u3002\u5b83\u5e76\u975e\u7b80\u5355\u505a\u89c6\u9891\u8f6c\u5f55\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u8fde\u63a5\u89c6\u9891\u5185\u5bb9\u4e0e\u90ae\u4ef6\u8ba2\u9605\u4e60\u60ef\u7684\u201c\u683c\u5f0f\u8f6c\u6362\u5668\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u626e\u6f14\u4e86\u53cc\u91cd\u89d2\u8272\uff1a\u5bf9\u89c2\u4f17\uff0c\u5b83\u662f\u201c\u65f6\u95f4\u538b\u7f29\u5668\u201d\uff0c\u5c06\u52a8\u8f84\u4e00\u5c0f\u65f6\u7684\u957f\u89c6\u9891\u69a8\u53d6\u51fa\u6838\u5fc3\u4fe1\u606f\uff0c\u8fce\u5408\u4e86\u5f53\u4ee3\u4eba\u788e\u7247\u5316\u5438\u6536\u6df1\u5ea6\u5185\u5bb9\u7684\u9700\u6c42\uff1b\u5bf9\u521b\u4f5c\u8005\uff0c\u5b83\u5219\u662f\u201c\u6e20\u9053\u62d3\u5c55\u5668\u201d\uff0c\u5c06\u89c6\u9891\u5e73\u53f0\u7684\u8ba2\u9605\u5173\u7cfb\u4f4e\u6210\u672c\u8fc1\u79fb\u81f3\u90ae\u4ef6\u5217\u8868\uff0c\u8fd9\u5b9e\u5219\u662f\u4e3a\u521b\u4f5c\u8005\u6784\u5efa\u4e86\u6297\u5e73\u53f0\u7b97\u6cd5\u6ce2\u52a8\u7684\u79c1\u6709\u5316\u89e6\u70b9\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u6e90\u4e8e\u4e2a\u4eba\u6295\u8d44\u89c6\u9891\u6458\u8981\u9700\u6c42\uff0c\u8fd9\u63ed\u793a\u4e86\u4ea7\u54c1\u7684\u771f\u5b9e\u8d77\u70b9\u2014\u2014\u5b83\u89e3\u51b3\u7684\u662f\u4fe1\u606f\u6548\u7387\u95ee\u9898\uff0c\u800c\u975e\u521b\u4f5c\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u4ece\u89c6\u9891\u5230\u6587\u672c\u7684\u201c\u635f\u8017\u201d\u4e0d\u53ef\u907f\u514d\uff0cAI\u6458\u8981\u80fd\u5426\u4fdd\u7559\u539f\u4f5c\u7684\u53d9\u4e8b\u9b45\u529b\u4e0e\u7ec6\u5fae\u89c2\u70b9\u5b58\u7591\uff0c\u8fd9\u53ef\u80fd\u8ba9\u7b80\u62a5\u6ca6\u4e3a\u5e72\u762a\u7684\u8981\u70b9\u7f57\u5217\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u6392\u7248\u548c\u53ef\u8bfb\u6027\u7684\u62c5\u5fe7\u76f4\u51fb\u8981\u5bb3\uff1a\u4ea7\u54c1\u82e5\u4ec5\u63d0\u4f9b\u901a\u7528\u6a21\u677f\uff0c\u5176\u4f53\u9a8c\u5c06\u96be\u4ee5\u5339\u654c\u4e13\u4e1a\u7f16\u8f91\u7684\u7cbe\u54c1\u90ae\u4ef6\uff0c\u4ef7\u503c\u5927\u6253\u6298\u6263\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u5728\u9690\u5fe7\uff1a\u4f5c\u4e3a\u4e2d\u95f4\u4ef6\uff0c\u5b83\u65e2\u4f9d\u8d56YouTube\u7684API\u7a33\u5b9a\u6027\uff0c\u53c8\u53d7\u5236\u4e8e\u90ae\u4ef6\u9001\u8fbe\u7387\u7b49\u4f20\u7edf\u95ee\u9898\uff0c\u4e14\u5728\u63a8\u9001\u6e20\u9053\u4e0a\u5df2\u88ab\u7528\u6237\u5efa\u8bae\u62d3\u5c55\u81f3Telegram\uff0c\u8fd9\u53cd\u886c\u51fa\u7535\u5b50\u90ae\u4ef6\u4f5c\u4e3a\u627f\u8f7d\u5a92\u4ecb\u53ef\u80fd\u5e76\u975e\u6700\u4f18\u9009\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cTubeletter\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u573a\u666f\u5b9a\u4f4d\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u53d6\u51b3\u4e8eAI\u6458\u8981\u7684\u51c6\u786e\u5ea6\uff0c\u800c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u6210\u4e3a\u89c6\u9891\u521b\u4f5c\u8005\u201c\u89c2\u4f17\u5173\u7cfb\u7ba1\u7406\u201d\u5de5\u4f5c\u6d41\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u73af\uff0c\u5e76\u63d0\u4f9b\u8db3\u591f\u4f18\u96c5\u3001\u53ef\u5b9a\u5236\u7684\u90ae\u4ef6\u4f53\u9a8c\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u6709\u8da3\u4f46\u53ef\u88ab\u66ff\u4ee3\u7684\u81ea\u52a8\u5316\u5c0f\u5de5\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Tubeletter<\/span>\n <\/div>\n<div class=\"comment-content\">Subscribe to newsletters from your favorite YouTubers\u2014or create them for your own channel. AI turns videos into digestible summaries delivered straight to you or your subscribers’ inbox.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This is really helpful for creators who wants their videos to be converted into newsletter. The only thing I concerned about the readiblity of the newsletter, I found a lot newsletters nowadays which is not easy to read. <\/p>\n<p>I only loved the formatting of hipreneurs newsletter, I appreciate if you give the same well formated newsletter in Tubeletter also.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> yes, tubeletter uses html style tags to format the newsletter so it looks great and is easy to read. Here is an example. You can also change the \u201cVoice\u201d of the reporter so the newsletters comes in a format you\u2019d prefer.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ec07e04b-97e5-4dfb-b851-903dea946261.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built this because i watch a lot of fintech\/stock investing youtube creators. They post really long videos – 30min sometimes 1hr+. I wanted a way to digest all the information without sitting through the entire video. So, i created Tubeletter. It can generate newsletters from any creators YT videos. You also get daily newsletters of the latest video posted on a channel.<\/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\/@bluehatkeem\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bluehatkeem<\/a> CONGRATS ON THE LAUNCH!<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@bluehatkeem Really like the idea. I can see that unlocking whole new channels for YouTubers.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Honestly, this feels like something I would personally use every week. I follow many creators but newsletter fit better into my mornings. Turning videos into readable insights sounds practical and very aligned with how I consume content now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So is this more for creators to engage and retain their audience? Or for the viewers to get summaries of videos? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@pasha_tseluyko both ! Creators can use it as something like a perk for joining their private groups,discord etc and individual viewers can use it to keep up with creators they care about.<\/div>\n<div class=\"comment-actions\">\n<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\">This is a very amazing idea, I need to check that out. I\u2019ll come back and let you know after I\u2019ve tested it out. Thank you.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, is it NotebookLM-based? I was thinking to try an n8n sequence exactly for this (pull summaries from NotebookLM and send them my way to a messenger I prefer), but with your product this might be an overkill. Just an idea: maybe, a messenger with channel functionality (f.ex Telegram) would work even better than email? Kudos on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@abbenay No it doesn\u2019t use Notebook LM at all. This project actually started as an n8n workflow. Read about it here: <a href=\"https:\/\/www.reddit.com\/r\/n8n\/s\/ft6rHxlrEw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.reddit.com\/r\/n8n\/s\/f…<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 should know about this 2 years ago. \ud83d\ude2d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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> better late than never \ud83d\ude06 ! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/UD432BRKMPO6QO\" class=\"app-title\">Erla<\/a><\/p>\n<div class=\"one-liner\">Improve the way you master and understand languages<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">138<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Erla\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u8bed\u8a00\u5b66\u4e60APP\uff0c\u901a\u8fc75-10\u5206\u949f\u7684\u77ed\u8bfe\u7a0b\u3001\u771f\u5b9e\u573a\u666f\u97f3\u9891\u548c\u4ea4\u4e92\u5f0f\u9605\u8bfb\uff0c\u89e3\u51b3\u5b66\u4e60\u8005\u5728\u5b9e\u9645\u5bf9\u8bdd\u4e2d\u56e0\u542c\u4e0d\u61c2\u800c\u201c\u5361\u4f4f\u201d\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5f3a\u8c03\u7406\u89e3\u5148\u884c\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\/5800a900-2280-4750-a2d9-c488ceef604e.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=EHZEFDKMIBI\"><source src=\"https:\/\/www.youtube.com\/watch?v=EHZEFDKMIBI\" 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\/c37cc00e-f16b-4e91-9d5e-61e72b79b1e5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bad0a281-be5b-4761-b4f9-39722ff6248b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/56209717-81d3-4fb4-b890-8aa53260c78c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f3b00779-27ba-4452-90e2-aa356908b1cf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f0a361d9-81bd-4176-83c7-e635a244f49c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/53d97a8a-e339-4f17-bfb3-75e393a3c33e.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\">Education<\/span><br \/>\n <span class=\"tag\">Languages<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">AI\u6559\u80b2<\/span><br \/>\n <span class=\"tag\">\u7406\u89e3\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u771f\u5b9e\u573a\u666f<\/span><br \/>\n <span class=\"tag\">\u77ed\u65f6\u8bfe\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u5f0f\u9605\u8bfb<\/span><br \/>\n <span class=\"tag\">\u53bb\u6e38\u620f\u5316<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u81ea\u8ff0\u4ea7\u54c1\u6e90\u4e8e\u81ea\u8eab\u5b66\u4e60\u632b\u8d25\u611f\uff0c\u5f3a\u8c03\u201c\u7406\u89e3\u4f18\u5148\u201d\u7406\u5ff5\u83b7\u5171\u9e23\u3002\u7528\u6237\u8ba4\u53ef\u5176\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u7684\u521d\u8877\u3002\u4e3b\u8981\u5efa\u8bae\u662f\u63a8\u51fa\u7f51\u9875\u7248\u4ee5\u62d3\u5c55\u81f3\u6559\u5b66\u573a\u666f\uff0c\u521b\u59cb\u4eba\u5df2\u56de\u5e94\u6b63\u5728\u5f00\u53d1\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 Erla\u7684\u201c\u7406\u89e3\u4f18\u5148\u201d\u7406\u5ff5\uff0c\u76f4\u51fb\u4e86\u5f53\u524d\u4e3b\u6d41\u8bed\u8a00\u5b66\u4e60APP\u7684\u6838\u5fc3\u8f6f\u808b\uff1a\u7528\u6e38\u620f\u5316\u673a\u5236\u548c\u788e\u7247\u5316\u7ec3\u4e60\u5236\u9020\u201c\u8fdb\u6b65\u5e7b\u89c9\u201d\uff0c\u5374\u727a\u7272\u4e86\u771f\u5b9e\u7684\u3001\u53ef\u8fc1\u79fb\u7684\u542c\u529b\u4e0e\u9605\u8bfb\u7406\u89e3\u80fd\u529b\u3002\u5176\u4ea7\u54c1\u8bbe\u8ba1\u2014\u2014\u771f\u5b9e\u573a\u666f\u97f3\u9891\u3001\u53ef\u70b9\u51fb\u89e3\u6790\u7684\u77ed\u7bc7\u9605\u8bfb\u2014\u2014\u672c\u8d28\u4e0a\u662f\u5c06\u201c\u53ef\u7406\u89e3\u6027\u8f93\u5165\u201d\u7406\u8bba\u8fdb\u884c\u4e86\u6807\u51c6\u5316\u3001\u6570\u5b57\u5316\u7684\u5c01\u88c5\uff0c\u8def\u5f84\u6b63\u786e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u53ef\u80fd\u4e0d\u5728\u524d\u7aef\u6559\u5b66\u6cd5\uff0c\u800c\u5728\u540e\u7aef\u8fd1\u4e4e\u201c\u7c97\u66b4\u201d\u7684\u89c4\u6a21\u5316\u7b56\u7565\u3002\u4e3a22\u79cd\u8bed\u8a00\u751f\u6210\u72ec\u7acbAPP\uff0c\u4ee5\u77e9\u9635\u5f62\u5f0f\u8986\u76d6\u5e02\u573a\uff0c\u8fd9\u5e76\u975e\u7b80\u5355\u7684\u672c\u5730\u5316\uff0c\u800c\u662f\u5bf9\u4f20\u7edf\u201c\u4e00\u4e2a\u5e73\u53f0\u627f\u8f7d\u591a\u8bed\u79cd\u201d\u6a21\u5f0f\u7684\u89e3\u6784\u3002\u8fd9\u63ed\u793a\u4e86\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u4e00\u79cd\u751f\u5b58\u667a\u6167\uff1a\u5728\u5de8\u5934\u6797\u7acb\u7684\u8d5b\u9053\uff0c\u901a\u8fc7\u6280\u672f\u81ea\u52a8\u5316\uff08\u81ea\u52a8\u751f\u6210\u4e0e\u53d1\u5e03\uff09\u5c06\u8fb9\u9645\u6210\u672c\u964d\u81f3\u6781\u4f4e\uff0c\u7528\u6570\u91cf\u535a\u53d6\u6982\u7387\uff0c\u5728\u7ec6\u5206\u5e02\u573a\u548c\u957f\u5c3e\u8bed\u8a00\u4e2d\u5bfb\u627e\u5de8\u5934\u65e0\u6687\u987e\u53ca\u6216\u6a21\u5f0f\u4e0d\u517c\u5bb9\u7684\u7f1d\u9699\u673a\u4f1a\u3002\u8fd9\u662f\u4e00\u79cd\u4ea7\u54c1\u7b56\u7565\u4e0e\u589e\u957f\u7b56\u7565\u7684\u6df1\u5ea6\u6346\u7ed1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u98ce\u9669\u540c\u6837\u660e\u663e\u3002\u4ea7\u54c1\u4f53\u9a8c\u7684\u6df1\u5ea6\u4e0e\u4e00\u81f4\u6027\u5c06\u9762\u4e34\u5de8\u5927\u6311\u6218\uff0cAI\u751f\u6210\u5185\u5bb9\u7684\u8d28\u63a7\u662f\u5173\u952e\u547d\u95e8\u3002\u5176\u201c\u53bb\u6e38\u620f\u5316\u201d\u7684\u7eaf\u7cb9\u6027\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u83b7\u53d6\u6df1\u5ea6\u7528\u6237\u7684\u540c\u65f6\uff0c\u53ef\u80fd\u727a\u7272\u4e86\u5927\u4f17\u5e02\u573a\u7684\u7559\u5b58\u94a9\u5b50\u3002\u521b\u59cb\u4eba\u5c06\u201c1\u4e07\u7f8e\u5143\u6708\u7ecf\u5e38\u6027\u6536\u5165\u201d\u89c6\u4e3a\u4eba\u751f\u6539\u53d8\uff0c\u4e5f\u5766\u8bda\u4e86\u5176\u4f5c\u4e3a\u526f\u9879\u76ee\u7684\u89c4\u6a21\u8fb9\u754c\u3002Erla\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u201c\u7279\u6d1b\u4f0a\u6728\u9a6c\u201d\uff0c\u5176\u5185\u6838\u662f\u5bf9\u8bed\u8a00\u5b66\u4e60\u672c\u8d28\u7684\u56de\u5f52\uff0c\u4f46\u5176\u5916\u58f3\uff0822\u4e2aAPP\u77e9\u9635\uff09\u5219\u662f\u4e00\u573a\u5173\u4e8e\u6ce8\u610f\u529b\u4e0e\u6d41\u91cf\u7684\u7cbe\u76ca\u5b9e\u9a8c\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u5728\u4e8e\u7406\u5ff5\u662f\u5426\u5148\u8fdb\uff0c\u800c\u5728\u4e8e\u8fd9\u5957\u201c\u5c0f\u800c\u591a\u201d\u7684\u81ea\u52a8\u5316\u4f53\u7cfb\uff0c\u80fd\u5426\u5728\u7279\u5b9a\u8bed\u8a00\u7684\u5b66\u4e60\u8005\u793e\u7fa4\u4e2d\u5f62\u6210\u8db3\u591f\u6df1\u7684\u53e3\u7891\u7a7f\u900f\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\">Erla<\/span>\n <\/div>\n<div class=\"comment-content\">Erla is a language learning app with one mission: help you finally understand languages. Using the best AI models, we give you super short lessons for listening and reading. Listen to real-life scenarios you can actually use. Read short stories. Tap any sentence to see explanations, word meanings, and grammar breakdowns. Erla is designed to help you understand a new language fast\u2014so you don’t freeze when someone talks to you. 5-10 minute lessons. Real comprehension, not fake progress.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Alex, and I built Erla because I got tired of language learning apps that made me feel productive but kept me stuck.<\/p>\n<p>The problem I kept hitting:<br \/>\nI’ve been learning my third language for a while now. I’d do my lessons, maintain my streak, collect points… and then hear native speakers and understand almost nothing. I was translating in my head constantly. It was exhausting and ineffective.<\/p>\n<p>The insight:<br \/>\nUnderstanding is everything. If you can’t understand what you hear, you won’t speak. You won’t write. You’ll freeze when someone talks to you (we’ve all been there). <\/p>\n<p>Comprehension has to come first\u2014everything else follows.<br \/>\nThis is how children learn languages effortlessly. They listen for months before speaking. They absorb context, not flashcards.<\/p>\n<p>So I built Erla around this principle: comprehension-first learning.<\/p>\n<p>What makes Erla different:<br \/>\n – Native audio in real-life scenarios<br \/>\n – Short lessons (5-10 min) that fit into your day<br \/>\n – Interactive reading \u2014 tap any sentence to see grammar, translations, context<br \/>\n – No gamification tricks \u2014 just real progress<br \/>\n – 22 languages available<\/p>\n<p>For the builders here:<br \/>\nThis is a side project while working full-time. Instead of one app, I built a system that generates 22 separate language apps (one per language). That’s 1,320 total store listings with fully automated releases.<br \/>\nWhy? 22 shots at the target instead of one. Different languages = different markets and opportunities.<\/p>\n<p>Why I’m bootstrapping:<br \/>\nNo investors, no pressure. My goal: build something that actually helps people understand languages and gives me freedom. $10K MRR would be life-changing.<\/p>\n<p>What I need from you:<br \/>\n – Try it with a language you’re learning<br \/>\n – Tell me what works and what doesn’t<br \/>\n – If you’re a language learner: what’s your biggest frustration with apps?<\/p>\n<p>I’m here all day for questions and feedback.<\/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>I can tell this was built by someone who\u2019s really struggled with language learning. Wishing you big success with Erla, Alex!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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> Thank you. Learning the third language right now \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I believe if you built a web app, this might be very valuable for language tutors. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> I will release web app soon, 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<\/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\/2RJBSWMVPA5YVQ\" class=\"app-title\">CrowdSynthetic<\/a><\/p>\n<div class=\"one-liner\">Predict crowd congestion before it happens<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CrowdSynthetic\u662f\u4e00\u6b3e\u5f00\u6e90AI\u4eba\u7fa4\u5b89\u5168\u6a21\u62df\u5668\uff0c\u901a\u8fc7\u5728\u6f14\u5531\u4f1a\u3001\u4f53\u80b2\u8d5b\u4e8b\u7b49\u5927\u578b\u6d3b\u52a8\u524d\u9884\u6d4b\u548c\u53ef\u89c6\u5316\u4eba\u7fa4\u62e5\u5835\uff0c\u5e2e\u52a9\u7ec4\u7ec7\u8005\u4e3b\u52a8\u9884\u9632\u8e29\u8e0f\u7b49\u5b89\u5168\u4e8b\u6545\uff0c\u4ece\u88ab\u52a8\u5e94\u5bf9\u8f6c\u5411\u4e3b\u52a8\u98ce\u9669\u7ba1\u7406\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\/2e78a2a4-b22c-48e4-be47-89e14514dfce.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/53de1f7e-41be-48bf-9c2f-9330bd4b0357.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/04f7f80d-992b-4f94-ab8d-8d65f7250372.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67b17848-18e8-4fb4-abbd-9fc7298ea410.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\/0be15957-64a2-4b5b-ad9e-e0ab4fc11514.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=1MYRHj2FjGY\"><source src=\"https:\/\/www.youtube.com\/watch?v=1MYRHj2FjGY\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Simulation Games<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4eba\u7fa4\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">AI\u6a21\u62df<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u70ed\u56fe<\/span><br \/>\n <span class=\"tag\">\u98ce\u9669\u8bc4\u4f30<\/span><br \/>\n <span class=\"tag\">\u758f\u6563\u903b\u8f91<\/span><br \/>\n <span class=\"tag\">\u6d3b\u52a8\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u516c\u5171\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u9884\u6d4b\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u90e8\u7f72<\/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>\u5f00\u53d1\u8005\u9610\u8ff0\u4e86\u4ea7\u54c1\u521d\u8877\u662f\u53d8\u88ab\u52a8\u5b89\u5168\u4e3a\u4e3b\u52a8\u9884\u6d4b\u3002\u6709\u7528\u6237\u4ece\u8bbf\u5ba2\u89c6\u89d2\u63d0\u51fa\uff0c\u8be5\u5de5\u5177\u53ef\u50cf\u8c37\u6b4c\u62e5\u6324\u5ea6\u529f\u80fd\u4e00\u6837\u5e2e\u52a9\u4e2a\u4eba\u89c4\u5212\u51fa\u884c\uff0c\u907f\u514d\u8fc7\u5ea6\u62e5\u6324\u3002\u5f00\u53d1\u8005\u56de\u5e94\u79f0\u6b64\u89c6\u89d2\u62d3\u5c55\u4e86\u4ea7\u54c1\u4ef7\u503c\uff0c\u4f7f\u5176\u517c\u5177\u670d\u52a1\u7ec4\u7ec7\u8005\u4e0e\u516c\u4f17\u7684\u53cc\u91cd\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 CrowdSynthetic\u5207\u5165\u4e86\u4e00\u4e2a\u9ad8\u793e\u4f1a\u4ef7\u503c\u4f46\u6280\u672f\u6e17\u900f\u7387\u4f4e\u7684\u9886\u57df\u2014\u2014\u516c\u5171\u805a\u96c6\u6027\u6d3b\u52a8\u7684\u4eba\u7fa4\u5b89\u5168\u7ba1\u7406\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u9884\u6d4b\u62e5\u5835\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u5b89\u5168\u7ba1\u7406\u7684\u8303\u5f0f\u4ece\u201c\u4e8b\u540e\u5e94\u6025\u54cd\u5e94\u201d\u524d\u7f6e\u4e3a\u201c\u4e8b\u524d\u6a21\u62df\u63a8\u6f14\u201d\u3002\u901a\u8fc7\u5f00\u6e90\u3001\u672c\u5730\u90e8\u7f72\u7684\u65b9\u5f0f\uff0c\u5b83\u8bd5\u56fe\u89e3\u51b3\u6b64\u7c7b\u654f\u611f\u6570\u636e\u4e0a\u4e91\u7684\u4fe1\u4efb\u4e0e\u5408\u89c4\u95e8\u69db\uff0c\u8fd9\u662f\u5176\u5207\u5165\u5e02\u573a\u7684\u660e\u667a\u7b56\u7565\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5e76\u5b58\u3002\u7b2c\u4e00\u5c42\u4ef7\u503c\u662f\u5de5\u5177\u6027\u7684\uff0c\u5373\u901a\u8fc7\u70ed\u56fe\u548c\u98ce\u9669\u8bc4\u5206\u63d0\u5347\u7ec4\u7ec7\u8005\u7684\u6001\u52bf\u611f\u77e5\u80fd\u529b\u3002\u4f46\u66f4\u6df1\u5c42\u7684\u4ef7\u503c\u5e94\u5728\u4e8e\u5176\u201c\u81ea\u52a8\u5316\u758f\u6563\u903b\u8f91\u201d\u2014\u2014\u8fd9\u610f\u5473\u7cfb\u7edf\u9700\u4e0e\u7269\u7406\u57fa\u7840\u8bbe\u65bd\uff08\u95f8\u673a\u3001\u5e7f\u64ad\u3001\u6307\u793a\u706f\uff09\u6df1\u5ea6\u96c6\u6210\uff0c\u4ece\u201c\u9a7e\u9a76\u8231\u4eea\u8868\u76d8\u201d\u5347\u7ea7\u4e3a\u201c\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u201d\uff0c\u8fd9\u5bf9\u4ea7\u54c1\u7684\u5de5\u7a0b\u5316\u3001\u53ef\u9760\u6027\u53ca\u8d23\u4efb\u754c\u5b9a\u63d0\u51fa\u4e86\u6781\u9ad8\u8981\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u4e2d\u900f\u9732\u7684\u6d88\u8d39\u8005\u7aef\u9700\u6c42\uff08\u5982\u4e2a\u4eba\u89c4\u5212\uff09\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u5c94\u8def\uff0c\u4f46\u53ef\u80fd\u5206\u6563\u5176\u6838\u5fc3\u7126\u70b9\u3002To B\u7684\u5b89\u5168\u5de5\u5177\u4e0eTo C\u7684\u4fbf\u5229\u670d\u52a1\u5728\u6570\u636e\u7cbe\u5ea6\u3001\u5b9e\u65f6\u6027\u8981\u6c42\u548c\u5546\u4e1a\u6a21\u5f0f\u4e0a\u622a\u7136\u4e0d\u540c\u3002\u4ea7\u54c1\u76ee\u524d\u6700\u5927\u7684\u4f18\u52bf\u662f\u5f00\u6e90\u5e26\u6765\u7684\u900f\u660e\u6027\u4e0e\u53ef\u5b9a\u5236\u6027\uff0c\u9002\u5408\u5728\u7279\u5b9a\u5782\u76f4\u573a\u666f\uff08\u5982\u5bfa\u5e99\u3001\u97f3\u4e50\u8282\uff09\u6df1\u8015\uff0c\u5efa\u7acb\u53ef\u4fe1\u6848\u4f8b\u3002\u4f46\u82e5\u60f3\u6210\u4e3a\u884c\u4e1a\u6807\u51c6\uff0c\u5219\u9700\u6784\u5efa\u7ecf\u8fc7\u5927\u91cf\u771f\u5b9e\u6570\u636e\u9a8c\u8bc1\u7684\u3001\u8fdc\u8d85\u7ecf\u9a8c\u5224\u65ad\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u8fd9\u5c06\u662f\u5176\u9762\u4e34\u7684\u6700\u4e25\u5cfb\u6280\u672f\u8003\u9a8c\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u80fd\u5feb\u901f\u76c8\u5229\u7684\u201c\u7206\u6b3e\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u957f\u671f\u6295\u5165\u3001\u5efa\u7acb\u751f\u6001\u7684\u201c\u57fa\u7840\u8bbe\u65bd\u578b\u201d\u4ea7\u54c1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">CrowdSynthetic<\/span>\n <\/div>\n<div class=\"comment-content\">CrowdSynthetic is an open\u2011source AI crowd safety simulator that predicts congestion before it becomes dangerous. It visualizes movement, generates real\u2011time heatmaps, scores zone\u2011level risk, and triggers automated evacuation logic. Built for concerts, festivals, temples, and stadiums, it helps organizers understand crowd behavior and prevent disasters through simulation and analytics.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! I built CrowdSynthetic because crowd safety is still handled reactively, and I wanted a way to see danger before it forms. This open\u2011source simulator predicts congestion, visualizes heatmaps, scores risk in real time, and triggers evacuation logic \u2014 all running locally with no cloud dependency.<br \/>\nI\u2019d love your feedback, ideas, and thoughts on how this can evolve into a tool that helps organizers keep people safe at concerts, festivals, temples, and stadiums. Thanks for checking it out and supporting the launch!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">This can solve a really meaningful problem! Speaking as a visitor rather than an event organizer, I like Google feature to see how crowded a place is before going. Sometimes I even decide not to go if it looks too busy. From a consumer\u2019s point of view, this can be a helpful.<\/div>\n<div class=\"comment-actions\">\n<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\/@lena_btw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lena_btw<\/a> Thanks for sharing! Your perspective highlights a use-case we hadn\u2019t explored\u2014empowering visitors to plan their experience safely. It\u2019s exciting to see how the POC could benefit both attendees and organizers!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/T4RSXBFFNXFIWV\" class=\"app-title\">VocalLab.ai<\/a><\/p>\n<div class=\"one-liner\">Unlimited Free AI Voice Cloning with MP3 + SRT Exports<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">53<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>VocalLab.ai \u662f\u4e00\u6b3e\u4e3a\u77ed\u89c6\u9891\u521b\u4f5c\u8005\u6253\u9020\u7684AI\u8bed\u97f3\u514b\u9686\u4e0e\u5408\u6210\u5de5\u5177\uff0c\u901a\u8fc7\u63d0\u4f9b\u65e0\u9650\u514d\u8d39\u514b\u9686\u3001\u4e00\u952e\u5bfc\u51fa\u97f3\u8f68\u53ca\u5b57\u5e55\uff0c\u89e3\u51b3\u4e86\u77ed\u5185\u5bb9\u521b\u4f5c\u4e2d\u97f3\u9891\u5236\u4f5c\u8017\u65f6\u3001\u6d41\u7a0b\u7e41\u7410\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\/2f620cf8-2cbd-4b54-8cae-5521b0c3d974.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/371a09a4-0559-4083-bb2b-6de882edc8c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/adf0cd5c-71e9-4e1c-93fd-517a2dc71d76.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8ac977a7-6f57-4ce8-b8a9-76d387697c24.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8e362211-875d-4eb3-bfea-e889e26f0c6d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bed\u97f3\u514b\u9686<\/span><br \/>\n <span class=\"tag\">\u6587\u672c\u8f6c\u8bed\u97f3<\/span><br \/>\n <span class=\"tag\">\u77ed\u89c6\u9891\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u5b57\u5e55\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u589e\u503c<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u5236\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\u666e\u904d\u8ba4\u53ef\u5176\u64cd\u4f5c\u7b80\u4fbf\u3001\u5bf9\u77ed\u89c6\u9891\u5de5\u4f5c\u6d41\u53cb\u597d\uff0c\u5c24\u5176\u8d5e\u8d4f\u4e00\u952e\u5bfc\u51faMP3\u548cSRT\u5b57\u5e55\u7684\u529f\u80fd\u3002\u4e3b\u8981\u5efa\u8bae\u662f\u672a\u6765\u80fd\u589e\u52a0\u9488\u5bf9\u77ed\u89c6\u9891\u7684\u8bed\u901f\u3001\u8bed\u8c03\u7b49\u9884\u8bbe\u6a21\u677f\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6548\u7387\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n VocalLab.ai \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u55a7\u56a3\u8d5b\u9053\u4e2d\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u7f1d\u9699\uff1a\u4e3a\u6d77\u91cf\u7684\u3001\u8ffd\u6c42\u6781\u81f4\u6548\u7387\u7684\u77ed\u89c6\u9891\u521b\u4f5c\u8005\u63d0\u4f9b\u201c\u514d\u8d39\u65e0\u9650\u91cf\u201d\u7684AI\u8bed\u97f3\u57fa\u7840\u8bbe\u65bd\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u4e0d\u5728\u4e8e\u8bed\u97f3\u514b\u9686\u6280\u672f\u672c\u8eab\uff08\u8fd9\u5df2\u662f\u7ea2\u6d77\uff09\uff0c\u800c\u5728\u4e8e\u5176\u6fc0\u8fdb\u7684\u4ea7\u54c1\u7b56\u7565\u548c\u7cbe\u51c6\u7684\u573a\u666f\u5316\u5c01\u88c5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u5c06\u201c\u514d\u8d39\u3001\u65e0\u9650\u3001\u65e0\u6c34\u5370\u201d\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u76f4\u51fb\u4e2d\u5c0f\u521b\u4f5c\u8005\u7684\u6210\u672c\u654f\u611f\u548c\u7248\u6743\u7126\u8651\u75db\u70b9\uff0c\u672c\u8d28\u4e0a\u662f\u4ee5\u8fd1\u4e4e\u57fa\u7840\u8bbe\u65bd\u7684\u65b9\u5f0f\u5feb\u901f\u83b7\u53d6\u7528\u6237\uff0c\u6784\u5efa\u58c1\u5792\u3002\u4e00\u952e\u5bfc\u51faMP3+SRT\u7684\u8bbe\u8ba1\uff0c\u66f4\u662f\u5c06\u201c\u97f3\u9891\u751f\u4ea7\u201d\u4e0e\u201c\u5b57\u5e55\u751f\u4ea7\u201d\u4e24\u4e2a\u5272\u88c2\u7684\u6d41\u7a0b\u5f3a\u884c\u8026\u5408\uff0c\u76f4\u63a5\u8f93\u51fa\u5185\u5bb9\u751f\u4ea7\u7684\u534a\u6210\u54c1\uff0c\u5927\u5e45\u7f29\u77ed\u4e86\u4ece\u6587\u6848\u5230\u6210\u7247\u7684\u8def\u5f84\u3002\u8fd9\u770b\u4f3c\u5fae\u5c0f\u7684\u521b\u65b0\uff0c\u5b9e\u5219\u662f\u6df1\u523b\u7406\u89e3\u77ed\u89c6\u9891\u5de5\u4e1a\u5316\u751f\u4ea7\u6d41\u6c34\u7ebf\u540e\u7684\u7cbe\u51c6\u624b\u672f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u957f\u671f\u4ef7\u503c\u5b58\u7591\u3002\u5728\u6602\u8d35\u7684AI\u7b97\u529b\u6210\u672c\u4e0b\uff0c\u201c\u65e0\u9650\u514d\u8d39\u201d\u72b9\u5982\u60ac\u9876\u4e4b\u5251\uff0c\u8981\u4e48\u4f9d\u8d56\u70e7\u94b1\u6362\u589e\u957f\uff0c\u540e\u7eed\u901a\u8fc7\u9ad8\u7ea7\u529f\u80fd\u6216\u589e\u503c\u670d\u52a1\u53d8\u73b0\uff0c\u8981\u4e48\u53ef\u80fd\u5728\u6570\u636e\u9690\u79c1\u6216\u8bed\u97f3\u7248\u6743\u4e0a\u7559\u6709\u540e\u624b\u3002\u6b64\u5916\uff0c\u5176\u529f\u80fd\u9ad8\u5ea6\u805a\u7126\u4e8e\u201c\u77ed\u5185\u5bb9\u201d\uff0c\u573a\u666f\u5355\u4e00\uff0c\u62a4\u57ce\u6cb3\u5e76\u4e0d\u6df1\u3002\u4e00\u65e6\u5de8\u5934\u65d7\u4e0b\u7684\u526a\u8f91\u5de5\u5177\uff08\u5982CapCut\u3001Premiere Pro\uff09\u5c06\u7c7b\u4f3c\u529f\u80fd\u4ee5\u6a21\u5757\u5316\u5f62\u5f0f\u96c6\u6210\uff0c\u5176\u72ec\u7acb\u5de5\u5177\u7684\u4ef7\u503c\u5c06\u8fc5\u901f\u88ab\u7a00\u91ca\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7684\u6210\u529f\uff0c\u662f\u4ea7\u54c1\u5b9a\u4f4d\u4e0e\u5e02\u573a\u65f6\u673a\u7ed3\u5408\u7684\u4ea7\u7269\u3002\u5b83\u80fd\u5426\u4ece\u201c\u950b\u5229\u7684\u529f\u80fd\u70b9\u201d\u6210\u957f\u4e3a\u201c\u53ef\u6301\u7eed\u7684\u5e73\u53f0\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u8017\u5c3d\u521d\u59cb\u7ea2\u5229\u524d\uff0c\u5feb\u901f\u8fed\u4ee3\u51fa\u66f4\u6df1\u7684\u5de5\u4f5c\u6d41\u6574\u5408\u80fd\u529b\uff0c\u6216\u6784\u5efa\u72ec\u7279\u7684\u8bed\u97f3\u8d44\u4ea7\u751f\u6001\uff0c\u5426\u5219\u5f88\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u53eb\u597d\u4f46\u96be\u4ee5\u53eb\u5ea7\u7684\u6d41\u661f\u5f0f\u4ea7\u54c1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">VocalLab.ai<\/span>\n <\/div>\n<div class=\"comment-content\">VocalLab.ai is an AI voice cloning and text-to-speech platform built specifically for TikTok, YouTube Shorts, and Reels creators. Clone voices for free, generate natural-sounding speech, and download MP3 + SRT subtitles in one click \u2014 with no limits, no watermarks, and unlimited storage. Designed for fast workflows and short-form content.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b Hey Product Hunt!<\/p>\n<p>Unlike most TTS tools, VocalLab AI gives creators:<\/p>\n<p>\u2022 Unlimited free voice cloning<br \/>\u2022 Unlimited storage for generated audio<br \/>\u2022 MP3 + SRT downloads in one click<br \/>\u2022 Fast, creator-friendly workflow for Shorts & TikTok<br \/>\u2022 <strong>Natural, expressive TTS that works with real creator scripts \u2014 no forced phrasing or artificial restrictions<\/strong><\/p>\n<p>I built this because creating daily short-form content should be fast and frictionless.<\/p>\n<p>Happy to answer any questions \u2014 and would love your feedback \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Amazing to see people already signing up and generating their first voices \ud83d\ude4c<\/strong><\/p>\n<p>Watching real creators use <a href=\"http:\/\/VocalLab.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">VocalLab.ai<\/a> right after launch is incredibly motivating.<\/p>\n<p>I\u2019d really love your feedback \u2014 what works well, what feels missing, and what would make this even more valuable for your Shorts or Reels workflow.<\/p>\n<p>Actively improving the product based on real creator input \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peter_sibirtsev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_sibirtsev<\/a> <br \/>Nice experience so far \u2014 especially for short-form content.<br \/>The one-click MP3 + SRT export is great.<\/p>\n<p>One thing that could be cool in the future is presets for Shorts (speed, tone, emphasis), but overall it already saves a lot of time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>i will rather use this tool for my youtube shorts<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> <br \/>Appreciate it! \ud83d\ude4f<br \/>We designed <a href=\"http:\/\/VocalLab.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">VocalLab.ai<\/a> with Shorts workflows in mind \u2014 fast generation, no watermarks, and MP3 + SRT in one click.<\/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>Already tried it, very easy to use! I recommend \ud83d\udcaa\ud83d\udd25\ud83d\udd25<\/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\/@meshin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@meshin<\/a> <br \/>Thanks, Dmitri! \ud83d\ude4c<br \/>Happy to hear it was easy to use \u2014 really appreciate the recommendation!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JNMLMMKJWPSXNA\" class=\"app-title\">Hundred Docs<\/a><\/p>\n<div class=\"one-liner\">Design docs with AI. Fill them via API<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">17<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u9a71\u52a8\u3001API\u96c6\u6210\u7684\u6587\u6863\u6a21\u677f\u8bbe\u8ba1\u5de5\u5177\uff0c\u901a\u8fc7\u5206\u79bb\u6587\u6863\u8bbe\u8ba1\u4e0e\u6570\u636e\u586b\u5145\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u5904\u7406\u590d\u6742PDF\u751f\u6210\u65f6\u96c6\u6210\u56f0\u96be\u3001\u4e0e\u975e\u6280\u672f\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4f4e\u4e0b\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\/178976bb-33df-4d65-bfd7-1aedbcf88b7c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b42f3fc8-4237-4d2d-8fe5-5461c67d9677.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/44459d91-4597-41a5-9750-8faf0739bd3e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/55880796-5003-4152-92f7-c6d0ee038029.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\">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\">AI\u6587\u6863\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">PDF\u751f\u6210API<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6280\u672f\u975e\u6280\u672f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u6a21\u677f\u5f15\u64ce<\/span><br \/>\n <span class=\"tag\">\u4e91\u539f\u751f<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u9ad8\u5ea6\u8ba4\u53ef\u5176\u201c\u5206\u79bb\u5173\u6ce8\u70b9\u201d\u7684\u8bbe\u8ba1\u7406\u5ff5\uff0c\u5f00\u53d1\u8005\u8d5e\u8d4f\u5176\u80fd\u907f\u514d\u7ea0\u7f20\u4e8ePDF\u5e93\u548c\u5e03\u5c40\uff0c\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u903b\u8f91\uff1b\u975e\u6280\u672f\u7528\u6237\u5219\u770b\u91cd\u5176\u53ef\u89c6\u5316\u7f16\u8f91\u80fd\u529b\u3002\u6838\u5fc3\u4ef7\u503c\u88ab\u666e\u904d\u8ba4\u4e3a\u662f\u63d0\u5347\u4e86\u534f\u4f5c\u6548\u7387\u4e0e\u7cfb\u7edf\u53ef\u6269\u5c55\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 Hundred Docs \u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u7ec6\u5206\u4f46\u987d\u56fa\u7684\u75db\u70b9\uff1a\u4f01\u4e1a\u7ea7PDF\u6587\u6863\u7684\u81ea\u52a8\u5316\u751f\u6210\u4e0e\u534f\u4f5c\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201cAI\u751f\u6210\u6a21\u677f\u201d\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u6743\u8d23\u5206\u79bb\u67b6\u6784\u2014\u2014\u5c06\u6613\u53d8\u7684\u3001\u5ba1\u7f8e\u9a71\u52a8\u7684\u6587\u6863\u5e03\u5c40\u4ea4\u7ed9\u975e\u6280\u672f\u56e2\u961f\u901a\u8fc7\u53ef\u89c6\u5316\u754c\u9762\u7ef4\u62a4\uff0c\u800c\u5c06\u7a33\u5b9a\u7684\u3001\u903b\u8f91\u9a71\u52a8\u7684\u6570\u636e\u586b\u5145\u4ea4\u7ed9\u5f00\u53d1\u8005\u901a\u8fc7API\u5b8c\u6210\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u201c\u534f\u4f5c\u4e2d\u95f4\u4ef6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u5229\u7528\u4e86AI\u4f5c\u4e3a\u964d\u4f4e\u6a21\u677f\u521b\u5efa\u95e8\u69db\u7684\u5165\u53e3\u548c\u8425\u9500\u4eae\u70b9\uff0c\u4f46\u5176\u6838\u5fc3\u58c1\u5792\u548c\u957f\u671f\u4ef7\u503c\u53ef\u80fd\u5728\u4e8e\u5176\u8bbe\u8ba1\u7684API\u62bd\u8c61\u5c42\u4e0e\u6570\u636e\u6a21\u578b\u3002\u5b83\u8ba9\u5f00\u53d1\u8005\u4eceiText\u3001PDFKit\u7b49\u91cd\u578b\u5e93\u7684\u96c6\u6210\u5669\u68a6\u4e2d\u89e3\u8131\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u907f\u514d\u75db\u82e6\u96c6\u6210\u201d\u76f4\u51fb\u5f00\u53d1\u8005\u8981\u5bb3\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\uff1a\u4f5c\u4e3a\u4e00\u6b3e\u9762\u5411B\u7aef\u7684\u4ea7\u54c1\uff0c\u5176\u573a\u666f\u7684\u6df1\u5ea6\u548c\u590d\u6742\u6027\uff08\u5982\u6cd5\u5f8b\u5408\u540c\u3001\u52a8\u6001\u8868\u683c\u3001\u9ad8\u6027\u80fd\u6279\u91cf\u751f\u6210\uff09\u80fd\u5426\u7ecf\u5f97\u8d77\u8003\u9a8c\uff1f\u4e0e\u73b0\u6709\u5de5\u4f5c\u6d41\uff08\u5982CRM\u3001ERP\uff09\u7684\u96c6\u6210\u751f\u6001\u662f\u5426\u5b8c\u5584\uff1f\u5176AI\u6a21\u677f\u751f\u6210\u7684\u7cbe\u51c6\u5ea6\u548c\u53ef\u63a7\u6027\u5728\u590d\u6742\u6587\u6863\u4e2d\u80fd\u4fdd\u6301\u591a\u5c11\u5b9e\u7528\u6027\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u8bc4\u8bba\u5448\u73b0\u51fa\u4e00\u8fb9\u5012\u7684\u65e9\u671f\u91c7\u7eb3\u8005\u597d\u8bc4\uff0c\u8fd9\u9a8c\u8bc1\u4e86\u4ea7\u54c1\u6982\u5ff5\u7684\u5e02\u573a\u9700\u6c42\uff0c\u4f46\u7f3a\u4e4f\u5bf9\u5b9e\u9645\u4f7f\u7528\u4e2d\u8fb9\u754c\u6848\u4f8b\u7684\u8d28\u7591\u3002\u5b83\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u5f00\u53d1\u8005\u4f53\u9a8c\u4f18\u5148\u201d\u7684\u5de5\u5177\uff0c\u5176\u6210\u529f\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u4fdd\u6301API\u7b80\u6d01\u6027\u7684\u540c\u65f6\uff0c\u8986\u76d6\u8db3\u591f\u591a\u7684\u4f01\u4e1a\u7ea7\u6587\u6863\u573a\u666f\uff0c\u5e76\u6784\u5efa\u8d77\u975e\u6280\u672f\u7528\u6237\u771f\u6b63\u7231\u7528\u7684\u8bbe\u8ba1\u5668\u3002\u5982\u679c\u5b83\u80fd\u505a\u5230\uff0c\u5176\u4ef7\u503c\u5c06\u8fdc\u8d85\u4e00\u4e2a\u5de5\u5177\uff0c\u800c\u6210\u4e3a\u4f01\u4e1a\u6587\u6863\u6d41\u6c34\u7ebf\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u6807\u51c6\u5316\u5c42\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\">Hundred Docs<\/span>\n <\/div>\n<div class=\"comment-content\">Design complex document templates with AI (chat \u2192 template). Anyone can edit them visually, no code required. Developers only send data to the API to generate PDFs. Non-technical teams control layouts, and developers avoid heavy libraries and painful integrations.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a builder, I appreciate tools that respect my time. I don’t want to wrestle with layouts or PDFs. This lets me ship faster while designers and ops own the document experience. That separation feels powerful.<\/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\/@abele_wickware\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abele_wickware<\/a> thanks Abele!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 speaks to me as someone who hates touching PDF libraries. I like that I can focus on logic while non-technical teammates control design. It feels clean, practical and honestly much more scalable than my usual approach.<\/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\/@almuddin_ansari\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@almuddin_ansari<\/a> Nice!! send me an email if you plan to implement Hundred Docs API: <a href=\"mailto:cgonzar3@gmail.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">cgonzar3@gmail.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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I really like this idea because it removes friction for both sides. I can design docs visually while developers just send data. That balance feels rare. It makes collaboration smoother and avoids endless back-and-forth over layouts and formatting.<\/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\/@lanfranco_iwanaga\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lanfranco_iwanaga<\/a> totally! that’s my goal, removing friction and making it easy. Thanks for your comment!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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\u2019m Carlos, the dev & designer behind Hundred Docs.<br \/>This product comes straight from real company pain. After dealing with PDFs in production and realizing there was no modern, cloud-based solution that was easy to integrate, I decided to build the tool I wish had existed back then.<\/p>\n<p>Describe your document \u2192 AI creates the template \u2192 non-technical people edit it visually \u2192 developers just send data via API. <\/p>\n<p>Would love your feedback and happy to answer anything \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/KR76QOJ7MMNAHG\" class=\"app-title\">LyftMyApp<\/a><\/p>\n<div class=\"one-liner\">Collaborative app testing and feedback for developers<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">14<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LyftMyApp\u662f\u4e00\u4e2a\u5f00\u53d1\u8005\u534f\u4f5c\u6d4b\u8bd5\u5e73\u53f0\uff0c\u901a\u8fc7\u201c\u4ee5\u6d4b\u8bd5\u6362\u6d4b\u8bd5\u201d\u7684\u6a21\u5f0f\uff0c\u89e3\u51b3\u4e86\u72ec\u7acb\u6216\u5c0f\u578b\u5f00\u53d1\u8005\u5728\u4ea7\u54c1\u65e9\u671f\u96be\u4ee5\u83b7\u53d6\u771f\u5b9e\u3001\u5feb\u901f\u3001\u53ef\u6267\u884c\u53cd\u9988\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 single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/156ae2be-96c5-46cf-9744-aad9ed538b2c.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><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u53d1\u8005\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">SaaS\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u4e92\u52a9\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u540c\u884c\u8bc4\u5ba1<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8fed\u4ee3<\/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\u9610\u8ff0\u4e86\u89e3\u51b3\u5f00\u53d1\u8005\u83b7\u53d6\u771f\u5b9e\u53cd\u9988\u96be\u7684\u521d\u8877\u3002\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u201c\u4e92\u52a9\u6fc0\u52b1\u201d\u6a21\u5f0f\u5bf9\u7f3a\u4e4f\u7528\u6237\u57fa\u7840\u7684\u5c0f\u5f00\u53d1\u8005\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u8fd9\u662f\u521a\u9700\u3002\u540c\u65f6\uff0c\u6709\u8bc4\u8bba\u63d0\u51fa\u4e86\u6838\u5fc3\u6311\u6218\uff1a\u5982\u4f55\u786e\u4fdd\u53c2\u4e0e\u8005\u63d0\u4f9b\u6df1\u5165\u3001\u975e\u6577\u884d\u7684\u53cd\u9988\u8d28\u91cf\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 LyftMyApp\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u5f00\u53d1\u8005\u4e4c\u6258\u90a6\u201d\u2014\u2014\u4e00\u4e2a\u7eaf\u7cb9\u7531\u5efa\u8bbe\u8005\u4e3a\u5efa\u8bbe\u8005\u63d0\u4f9b\u9ad8\u8d28\u91cf\u53cd\u9988\u7684\u95ed\u73af\u793e\u533a\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u7280\u5229\u5730\u5207\u4e2d\u4e86\u73b0\u4ee3\u5e94\u7528\u5f00\u53d1\uff0c\u5c24\u5176\u662f\u72ec\u7acb\u5f00\u53d1\u9886\u57df\u7684\u6700\u5927\u8f6f\u808b\uff1a\u5728\u51b7\u542f\u52a8\u548c\u65e9\u671f\u8fed\u4ee3\u9636\u6bb5\uff0c\u771f\u5b9e\u7528\u6237\u53cd\u9988\u7684\u7a00\u7f3a\u4e0e\u4f4e\u6548\u3002\u4f20\u7edf\u7684\u201c\u6709\u673a\u83b7\u53d6\u201d\u6216\u5411\u670b\u53cb\u5f81\u96c6\u53cd\u9988\u7684\u65b9\u5f0f\uff0c\u8981\u4e48\u7f13\u6162\u4e14\u4e0d\u53ef\u63a7\uff0c\u8981\u4e48\u56e0\u4eba\u60c5\u5173\u7cfb\u800c\u5931\u771f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5e73\u53f0\u201c\u4ea4\u6362\u52b3\u52a8\u201d\u7684\u4e92\u60e0\u6a21\u5f0f\u8bbe\u8ba1\u662f\u806a\u660e\u7684\uff0c\u5b83\u8bd5\u56fe\u7528\u5185\u5728\u7684\u3001\u5bf9\u7b49\u7684\u5229\u76ca\u9a71\u52a8\uff08\u4f60\u60f3\u83b7\u5f97\u53cd\u9988\uff0c\u5c31\u5fc5\u987b\u4ed8\u51fa\u53cd\u9988\uff09\u6765\u66ff\u4ee3\u91d1\u94b1\u6fc0\u52b1\u6216\u9053\u5fb7\u547c\u5401\uff0c\u4ee5\u6b64\u4fdd\u969c\u793e\u533a\u7684\u6d3b\u8dc3\u4e0e\u4f9b\u7ed9\u3002\u8fd9\u6bd4\u5355\u7eaf\u7684\u8bba\u575b\u6216\u5f81\u96c6\u5e16\u66f4\u5177\u7ed3\u6784\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u6b63\u662f\u5176\u6700\u5927\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\u3002\u8be5\u6a21\u5f0f\u7684\u6210\u529f\u5b8c\u5168\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u8106\u5f31\u7684\u524d\u63d0\uff1a\u6240\u6709\u53c2\u4e0e\u8005\u90fd\u5177\u5907\u9ad8\u5ea6\u7684\u4e13\u4e1a\u81ea\u89c9\uff0c\u5e76\u613f\u610f\u4e3a\u4ed6\u4eba\u6295\u5165\u4e0e\u81ea\u5df1\u671f\u671b\u7b49\u4ef7\u7684\u3001\u8ba4\u771f\u7684\u6d4b\u8bd5\u7cbe\u529b\u3002\u4e00\u6761\u7528\u6237\u8bc4\u8bba\u201cCould work if people give real effort and not rushed feedback\u201d\u76f4\u63a5\u523a\u7834\u4e86\u8fd9\u5c42\u7406\u60f3\u9762\u7eb1\u3002\u5728\u7f3a\u4e4f\u5f3a\u7ea6\u675f\u548c\u8bc4\u4ef7\u4f53\u7cfb\u7684\u60c5\u51b5\u4e0b\uff0c\u5e73\u53f0\u6781\u6613\u6ed1\u5411\u201c\u6577\u884d\u4e92\u5237\u201d\u7684\u9677\u9631\uff0c\u5bfc\u81f4\u53cd\u9988\u8d28\u91cf\u7a00\u91ca\uff0c\u6700\u7ec8\u6ca6\u4e3a\u53e6\u4e00\u79cd\u5f62\u5f0f\u7684\u201c\u566a\u58f0\u201d\u3002\u5f53\u9ad8\u8d28\u91cf\u8d21\u732e\u8005\u53d1\u73b0\u6240\u5f97\u53cd\u9988\u6d45\u8584\u65e0\u7528\u540e\uff0c\u4ed6\u4eec\u4f1a\u8fc5\u901f\u79bb\u5f00\uff0c\u5f15\u53d1\u793e\u533a\u8d28\u91cf\u7684\u87ba\u65cb\u5f0f\u4e0b\u964d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cLyftMyApp\u7684\u771f\u6b63\u6218\u573a\u5e76\u975e\u529f\u80fd\u5f00\u53d1\uff0c\u800c\u662f\u793e\u533a\u6cbb\u7406\u4e0e\u673a\u5236\u8bbe\u8ba1\u3002\u5b83\u9700\u8981\u6784\u5efa\u4e00\u5957\u80fd\u8bc6\u522b\u3001\u5956\u52b1\u6df1\u5ea6\u53cd\u9988\uff0c\u7b5b\u9664\u6577\u884d\u884c\u4e3a\u7684\u4fe1\u7528\u6216\u8d28\u91cf\u8bc4\u4f30\u4f53\u7cfb\u3002\u5176\u6700\u7ec8\u63d0\u4f9b\u7684\u771f\u6b63\u4ea7\u54c1\uff0c\u4e0d\u662f\u4e00\u4e2a\u529f\u80fd\u5e73\u53f0\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u6301\u7eed\u3001\u9ad8\u4fe1\u4efb\u5ea6\u7684\u201c\u4e13\u4e1a\u540c\u884c\u8bc4\u5ba1\u7f51\u7edc\u201d\u3002\u82e5\u80fd\u653b\u514b\u6b64\u5173\uff0c\u5b83\u5c06\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u5de5\u5177\u5347\u7ea7\u4e3a\u6781\u5177\u4ef7\u503c\u7684\u5f00\u53d1\u8005\u57fa\u7840\u8bbe\u65bd\uff1b\u82e5\u4e0d\u80fd\uff0c\u5219\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u5145\u6ee1\u7f8e\u597d\u613f\u666f\u5374\u96be\u4ee5\u9003\u8131\u4eba\u6027\u535a\u5f08\u7684\u5b9e\u9a8c\u573a\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LyftMyApp<\/span>\n <\/div>\n<div class=\"comment-content\">A collaborative platform where developers get their apps and SaaS tested by other developers. Share your product, receive honest and actionable feedback, and help test others in return. Built for real collaboration, it enables faster validation, better UX, and higher-quality releases through peer-driven app testing and feedback.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built LyftMyApp to solve a problem I kept running into as a developer: getting real, useful feedback on apps and SaaS\u2014without waiting weeks or chasing users.<br \/>\nLyftMyApp is a collaborative testing platform for developers. You submit your app, other developers test it and share honest, actionable feedback. In return, you test apps from the community. No fake reviews, no noise\u2014just builders helping builders ship better products.<br \/>\nIf you\u2019re launching an app, iterating on UX, or validating ideas early, I\u2019d love for you to try it out and share feedback. Your thoughts will directly shape what we build next.<\/p>\n<p>Thanks for checking it out \ud83d\ude4c<br \/>\nHappy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great idea! Will 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>Will check it out! Recently launched my game on Product Hunt after struggling to attract users through “organic means” and while I got a small bump in users, I’ve been continuing to look for ways to get more feedback on things I’m working on. A platform where you’re incentivised to help others is needed for us smaller developers without big audiences. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Could work if people give real effort and not rushed feedback.<\/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<\/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\/RC64PIJ2Z27H2G\" class=\"app-title\">Creator Finder Hub<\/a><\/p>\n<div class=\"one-liner\">Find creators by niche, metrics, and contact \u2014 in one place<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">12<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u521b\u4f5c\u8005\u53d1\u73b0\u3001\u6570\u636e\u67e5\u770b\u4e0e\u8054\u7cfb\u529f\u80fd\u4e8e\u4e00\u4f53\u7684\u5e73\u53f0\uff0c\u4e3a\u8425\u9500\u4eba\u5458\u3001\u521b\u59cb\u4eba\u548c\u673a\u6784\u89e3\u51b3\u4e86\u8de8\u591a\u4e2a\u5782\u76f4\u9886\u57df\u5bfb\u627e\u5408\u9002\u5185\u5bb9\u521b\u4f5c\u8005\u65f6\uff0c\u4fe1\u606f\u5206\u6563\u3001\u7b5b\u9009\u8017\u65f6\u8d39\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\/fcbf8093-72c4-464e-a9f5-1afc98d9f067.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d01240df-9e18-4d10-be7f-ec69159df9ce.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/082db5d0-e609-4479-aaf5-96a0be4aa36f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e5012909-9ada-4512-88f5-f7cd50d87743.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7c0962e4-5528-4cb3-b292-1953b83cbb37.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\">Influencer marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4f5c\u8005\u53d1\u73b0\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ea2\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5f71\u54cd\u529b\u8005\u76ee\u5f55<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u9886\u57df\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u8054\u7cfb\u4eba\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">B2B SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u4ea7\u54c1\u6982\u5ff5\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u89e3\u51b3\u8fc7\u5f80\u624b\u52a8\u5bfb\u627e\u7684\u4f4e\u6548\u75db\u70b9\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u6570\u636e\u65b0\u9c9c\u5ea6\u7684\u7591\u95ee\u3001\u5bf9\u66f4\u591a\u7b5b\u9009\u529f\u80fd\u7684\u671f\u5f85\uff0c\u4ee5\u53ca\u5e0c\u671b\u4e86\u89e3\u5176\u91cd\u70b9\u8986\u76d6\u7684\u7ec6\u5206\u9886\u57df\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 Creator Finder Hub \u7784\u51c6\u7684\u662f\u7f51\u7ea2\u8425\u9500\u4e2d\u201c\u53d1\u73b0\u201d\u73af\u8282\u7684\u6807\u51c6\u5316\u4e0e\u6548\u7387\u5316\u9700\u6c42\uff0c\u5176\u672c\u8d28\u662f\u4e00\u4e2a\u8bd5\u56fe\u5c06\u975e\u6807\u4fe1\u606f\uff08\u521b\u4f5c\u8005\uff09\u8fdb\u884c\u7ed3\u6784\u5316\u3001\u6570\u636e\u5316\u5904\u7406\u7684B2B\u76ee\u5f55\u5de5\u5177\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u7684\u6574\u5408\u2014\u2014\u5c06\u6563\u843d\u5728\u793e\u4ea4\u5a92\u4f53\u3001\u4e2a\u4eba\u4e3b\u9875\u548c\u7535\u5b50\u8868\u683c\u4e2d\u7684\u788e\u7247\u4fe1\u606f\u805a\u5408\uff0c\u5e76\u63d0\u4f9b\u57fa\u7840\u7684\u7b5b\u9009\u7ef4\u5ea6\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\u6570\u636e\u7684\u201c\u8d28\u201d\u4e0e\u201c\u9c9c\u201d\u662f\u751f\u547d\u7ebf\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u6570\u636e\u65b0\u9c9c\u5ea6\u7684\u7591\u95ee\u76f4\u51fb\u8981\u5bb3\u3002\u521b\u4f5c\u8005\u6570\u636e\uff08\u7c89\u4e1d\u91cf\u3001\u4e92\u52a8\u7387\u3001\u8054\u7cfb\u65b9\u5f0f\uff09\u53d8\u52a8\u9891\u7e41\uff0c\u7ef4\u6301\u9ad8\u66f4\u65b0\u9891\u7387\u610f\u5473\u7740\u9ad8\u6602\u7684\u8fd0\u8425\u6216\u6570\u636e\u91c7\u8d2d\u6210\u672c\uff0c\u8fd9\u5bf9\u521d\u521b\u4ea7\u54c1\u662f\u5de8\u5927\u8003\u9a8c\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u62a4\u57ce\u6cb3\u8f83\u6d45\u3002\u5176\u529f\u80fd\u6846\u67b6\u6613\u4e8e\u590d\u5236\uff0c\u4e14\u4e25\u91cd\u4f9d\u8d56\u4e8e\u4e0a\u6e38\u5e73\u53f0\uff08\u5982Instagram, YouTube, TikTok\uff09\u7684\u516c\u5f00\u6570\u636e\u63a5\u53e3\u653f\u7b56\uff0c\u5b58\u5728\u5916\u90e8\u98ce\u9669\u3002\u6700\u540e\uff0c\u4ece\u201c\u53d1\u73b0\u201d\u5230\u201c\u5408\u4f5c\u201d\u7684\u94fe\u6761\u5f88\u957f\u3002\u63d0\u4f9b\u8054\u7cfb\u65b9\u5f0f\u4ec5\u662f\u7b2c\u4e00\u6b65\uff0c\u66f4\u5173\u952e\u7684\u5b9a\u4ef7\u3001\u6848\u4f8b\u3001\u5408\u4f5c\u610f\u613f\u3001\u6548\u679c\u8bc4\u4f30\u7b49\u6df1\u5ea6\u4fe1\u606f\uff0c\u624d\u662f\u51b3\u5b9a\u8425\u9500\u4eba\u5458\u51b3\u7b56\u7684\u6838\u5fc3\uff0c\u76ee\u524d\u4ea7\u54c1\u5c1a\u672a\u89e6\u53ca\u8fd9\u4e9b\u9ad8\u4ef7\u503c\u73af\u8282\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0c\u8be5\u4ea7\u54c1\u5728\u5f53\u524d\u9636\u6bb5\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u529f\u80fd\u578b\u5de5\u5177\u201d\uff0c\u800c\u975e\u201c\u89e3\u51b3\u65b9\u6848\u578b\u5e73\u53f0\u201d\u3002\u5b83\u7684\u77ed\u671f\u4ef7\u503c\u5728\u4e8e\u4e3a\u7279\u5b9a\u5782\u76f4\u9886\u57df\uff08\u5982Tech, Crypto\uff09\u7684\u8425\u9500\u4eba\u5458\u63d0\u4f9b\u4e00\u4e2a\u5feb\u6377\u7684\u8d77\u70b9\uff0c\u4f46\u82e5\u4e0d\u80fd\u5feb\u901f\u6784\u5efa\u8d77\u6570\u636e\u52a8\u6001\u66f4\u65b0\u80fd\u529b\u3001\u5411\u4ea4\u6613\u64ae\u5408\u6216\u6548\u679c\u5206\u6790\u7b49\u73af\u8282\u5ef6\u4f38\uff0c\u6216\u5efa\u7acb\u8d77\u6d3b\u8dc3\u7684\u521b\u4f5c\u8005\u793e\u533a\u751f\u6001\uff0c\u5c06\u5f88\u5bb9\u6613\u9677\u5165\u540c\u8d28\u5316\u7ade\u4e89\uff0c\u6216\u88ab\u66f4\u5927\u578b\u7684\u8425\u9500\u4e91\u5e73\u53f0\u4ee5\u529f\u80fd\u6a21\u5757\u7684\u5f62\u5f0f\u8986\u76d6\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u6267\u884c\u6df1\u5ea6\u4e0e\u8d44\u6e90\u901f\u5ea6\uff0c\u800c\u975e\u521b\u610f\u672c\u8eab\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Creator Finder Hub<\/span>\n <\/div>\n<div class=\"comment-content\">Finding the right creator shouldn\u2019t take hours of manual research. CreatorFinderHub is a searchable influencer directory that helps founders, marketers, and agencies quickly discover creators across niches like Tech, Crypto, Finance, Fitness, Lifestyle, Gaming, and more. What you can do with CreatorFinderHub: \ud83d\udd0d Browse creators by niche and category \ud83d\udcca View public metrics like followers \ud83d\udcc8 Discover trending creators \ud83d\udcec Access creator contact \ud83e\udded Explore niche-specific pages<\/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>Creator discovery is still surprisingly manual \u2014 endless scrolling, spreadsheets, and guesswork.<\/p>\n<p>CreatorFinderHub was built to simplify that process by organizing creators into searchable niche-based directories with key metrics and contact details in one place.<\/p>\n<p>If you\u2019re working with creators (or planning to), I\u2019d love your feedback on:<br \/>\nWhat filters you\u2019d want next<br \/>\nWhich niches matter most to you<br \/>\nWhat makes creator discovery painful today<br \/>\nThanks for checking it out \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Idea makes sense. Curious how fresh the data stays.<\/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>Clean concept. Would\u2019ve helped me a lot a few months back. Bookmarked to try it out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/O634DBH3ZJYKGP\" class=\"app-title\">GrowUp<\/a><\/p>\n<div class=\"one-liner\">Share Metrics, Find Investors, Discover Startups<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GrowUp\u662f\u4e00\u4e2a\u521d\u521b\u4f01\u4e1a\u6570\u636e\u900f\u660e\u5316\u5e73\u53f0\uff0c\u901a\u8fc7\u8ba9\u521b\u4e1a\u8005\u5b9e\u65f6\u5206\u4eab\u8d22\u52a1\u6307\u6807\uff0c\u5e2e\u52a9\u6295\u8d44\u8005\u53d1\u73b0\u548c\u5206\u6790\u65e9\u671f\u9879\u76ee\uff0c\u89e3\u51b3\u53cc\u65b9\u4fe1\u606f\u4e0d\u5bf9\u79f0\u4e0e\u5bf9\u63a5\u6548\u7387\u4f4e\u4e0b\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\/aeb7d9c6-e149-4db4-b5be-57bc31ce4d70.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=WVtk-PqK1Kg\"><source src=\"https:\/\/www.youtube.com\/watch?v=WVtk-PqK1Kg\" 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\/160d4226-997b-4ea5-a57c-509d5de5abf6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8b5e13ee-ae60-4a4a-9d85-0ccd812dc432.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f284ed6f-5777-47e1-8651-0b82f6a56c42.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c8da1e78-e4af-428f-8bcd-e30af89b531f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Analytics<\/span><br \/>\n <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Crowdfunding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521d\u521b\u4f01\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u6295\u878d\u8d44\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u900f\u660e\u5316<\/span><br \/>\n <span class=\"tag\">\u8d22\u52a1\u6307\u6807\u5c55\u793a<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u8005\u5bf9\u63a5<\/span><br \/>\n <span class=\"tag\">\u65e9\u671f\u9879\u76ee\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u521b\u6295\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u521b\u4e1a\u8005\u4e0e\u6295\u8d44\u8005\u6c9f\u901a\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5f3a\u8c03\u5e73\u53f0\u80fd\u63d0\u5347\u751f\u6001\u900f\u660e\u5ea6\u548c\u5bf9\u63a5\u6548\u7387\u3002\u53cd\u9988\u96c6\u4e2d\u4e8e\u4ea7\u54c1\u7b80\u5316\u6570\u636e\u5c55\u793a\u3001\u4fbf\u4e8e\u65e9\u671f\u9879\u76ee\u88ab\u53d1\u73b0\u7b49\u4f18\u52bf\uff0c\u65e0\u5177\u4f53\u529f\u80fd\u5efa\u8bae\u6216\u95ee\u9898\u6307\u6458\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 GrowUp\u8bd5\u56fe\u4ee5\u201c\u6570\u636e\u900f\u660e\u201d\u4e3a\u6954\u5b50\u5207\u5165\u521b\u6295\u5bf9\u63a5\u5e02\u573a\uff0c\u4f46\u5176\u6838\u5fc3\u903b\u8f91\u5b58\u5728\u6df1\u5c42\u77db\u76fe\u3002\u4ea7\u54c1\u5c06\u201c\u5206\u4eab\u6307\u6807\u201d\u7b49\u540c\u4e8e\u201c\u5efa\u7acb\u4fe1\u4efb\u201d\uff0c\u5374\u5ffd\u89c6\u4e86\u65e9\u671f\u6295\u8d44\u4e2d\u975e\u91cf\u5316\u56e0\u7d20\uff08\u56e2\u961f\u80cc\u666f\u3001\u5e02\u573a\u76f4\u89c9\u3001\u6280\u672f\u58c1\u5792\uff09\u7684\u5173\u952e\u6743\u91cd\u3002\u771f\u6b63\u7684\u98ce\u9669\u6295\u8d44\u8005\u5e76\u975e\u7f3a\u4e4f\u6570\u636e\u6e20\u9053\uff0c\u800c\u662f\u75b2\u4e8e\u7504\u522b\u6570\u636e\u7684\u771f\u5b9e\u6027\u4e0e\u4e0a\u4e0b\u6587\u2014\u2014\u4e00\u4e2a\u81ea\u613f\u62ab\u9732\u7684\u6307\u6807\u5e93\uff0c\u53cd\u800c\u53ef\u80fd\u6210\u4e3a\u7cbe\u88c5\u4fee\u7684\u201c\u6570\u636e\u6a71\u7a97\u201d\uff0c\u52a0\u5267\u4fe1\u606f\u535a\u5f08\u800c\u975e\u7f13\u89e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5e73\u53f0\u770b\u4f3c\u540c\u65f6\u670d\u52a1\u53cc\u65b9\uff0c\u5b9e\u5219\u66f4\u504f\u5411\u521b\u4e1a\u8005\u4fa7\u7684\u5c55\u793a\u9700\u6c42\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u6295\u8d44\u8005\u7aef\u6ca6\u4e3a\u4f4e\u6548\u6d4f\u89c8\u5de5\u5177\u3002\u65e9\u671f\u9879\u76ee\u7b5b\u9009\u672c\u8d28\u662f\u9ad8\u63a5\u89e6\u3001\u4f4e\u9891\u7387\u7684\u51b3\u7b56\uff0c\u6807\u51c6\u5316\u6307\u6807\u9762\u677f\u96be\u4ee5\u66ff\u4ee3\u6df1\u5ea6\u5c3d\u8c03\u4e0e\u5173\u7cfb\u6784\u5efa\u3002\u66f4\u5c16\u9510\u7684\u95ee\u9898\u662f\uff1a\u4f18\u8d28\u9879\u76ee\u5f80\u5f80\u5728\u975e\u516c\u5f00\u6e20\u9053\u5df2\u5b8c\u6210\u878d\u8d44\uff0c\u800c\u6025\u4e8e\u516c\u5f00\u6570\u636e\u7684\u9879\u76ee\u662f\u5426\u9690\u542b\u201c\u9006\u5411\u9009\u62e9\u201d\u98ce\u9669\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u673a\u4f1a\u6216\u8bb8\u4e0d\u5728\u901a\u7528\u5e73\u53f0\uff0c\u800c\u5728\u5782\u76f4\u9886\u57df\uff08\u5982\u6df1\u79d1\u6280\u3001ESG\uff09\u5efa\u7acb\u7ed3\u6784\u5316\u8bc4\u4f30\u4f53\u7cfb\uff0c\u6216\u4e0e\u5b75\u5316\u5668\u3001\u4f1a\u8ba1\u5e08\u4e8b\u52a1\u6240\u5408\u4f5c\u5d4c\u5165\u5de5\u4f5c\u6d41\u3002\u5f53\u524d\u6a21\u5f0f\u82e5\u4e0d\u80fd\u5f62\u6210\u95ed\u73af\u9a8c\u8bc1\u673a\u5236\uff08\u5982\u540e\u7eed\u878d\u8d44\u6570\u636e\u56de\u6eaf\uff09\uff0c\u6050\u5c06\u505c\u7559\u4e8e\u521b\u4e1a\u8005\u7684\u81ea\u6211\u5c55\u793a\u5899\uff0c\u800c\u975e\u6295\u8d44\u8005\u7684\u51b3\u7b56\u4eea\u8868\u76d8\u3002\u5728\u521b\u6295\u8fd9\u4e2a\u4eba\u8109\u4e0e\u4fe1\u4efb\u9a71\u52a8\u7684\u884c\u4e1a\uff0c\u7eaf\u6570\u636e\u4e2d\u95f4\u4ef6\u7684\u751f\u5b58\u7a7a\u95f4\uff0c\u8fdc\u6bd4\u60f3\u8c61\u4e2d\u72ed\u7a84\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\">GrowUp<\/span>\n <\/div>\n<div class=\"comment-content\">Share your startup’s financial metrics and make them accessible to investors. Let investors analyze startup metrics in real-time and make informed investment decisions.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Share Metrics, Find Investors, Discover Startups with GrowUp! <\/p>\n<p>GrowUp is a great step toward making the startup ecosystem more transparent and accessible. Bringing startups and investors together on a single platform\u2014while allowing founders to showcase their progress with real data\u2014is a big win. <\/p>\n<p>What really stands out:<br \/>\u2714 A clear and simple way to present startup metrics<br \/>\u2714 Easy discovery for investors looking for early-stage opportunities<br \/>\u2714 A clean, focused product built around growth and visibility<\/p>\n<p>This feels especially valuable for early-stage founders who want to be seen, understood, and connected without unnecessary complexity.<\/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\/@baris_korkmaz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@baris_korkmaz<\/a> \ud83d\udc4d\ud83c\udffb\ud83d\ude80\ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It looks like a tool that will solve a really big problem in communication between entrepreneurs and investors. Every entrepreneur should use it to share their data and developments.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It is absolutely what every entrepreneur needs! I think it will be effective in communication between entrepreneurs and investors.<\/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<\/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\/QIIHSXX6C32NCE\" class=\"app-title\">GitStory<\/a><\/p>\n<div class=\"one-liner\">Your Github 2025 Cinematic Wrapped<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GitStory\u5c06\u7528\u6237\u67af\u71e5\u7684GitHub\u8d21\u732e\u8bb0\u5f55\u8f6c\u5316\u4e3a\u7cbe\u7f8e\u7684\u5e74\u5ea6\u89c6\u9891\u603b\u7ed3\uff0c\u5728\u4e2a\u4eba\u590d\u76d8\u6216\u793e\u4ea4\u5206\u4eab\u65f6\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u76f4\u89c2\u3001\u5bcc\u6709\u6210\u5c31\u611f\u7684\u6570\u5b57\u5316\u7f16\u7a0b\u65c5\u7a0b\u56de\u987e\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\/51643861-dff5-4701-9ac8-d17a9bb25c67.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a524d77d-84ba-481d-9206-0520a174fe06.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5e74\u5ea6\u603b\u7ed3<\/span><br \/>\n <span class=\"tag\">GitHub\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u590d\u76d8<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5206\u4eab<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u751f\u6daf<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u52a8\u753b<\/span><br \/>\n <span class=\"tag\">Wrapped\u6a21\u5f0f<\/span><br \/>\n <span class=\"tag\">\u60c5\u611f\u5316\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>\u8bc4\u8bba\u4ee5\u6b63\u9762\u4e3a\u4e3b\uff0c\u7528\u6237\u80af\u5b9a\u5176\u826f\u597d\u7684UX\u8bbe\u8ba1\u548c\u4e2a\u4eba\u6570\u636e\u56de\u987e\u4ef7\u503c\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u4ea7\u54c1\u80fd\u6709\u6548\u6fc0\u52b1\u7f16\u7801\u4e60\u60ef\u3001\u6574\u4f53\u8bc4\u4ef7\u5f88\u9ad8\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e0e\u7528\u6237\u4e92\u52a8\uff0c\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 GitStory\u672c\u8d28\u4e0a\u662f\u5c06\u201cSpotify Wrapped\u201d\u8fd9\u4e00\u6210\u719f\u7684\u5e74\u5ea6\u60c5\u611f\u5316\u590d\u76d8\u6a21\u5f0f\uff0c\u6210\u529f\u79fb\u690d\u5230\u4e86\u5f00\u53d1\u8005\u9886\u57df\u3002\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u6293\u4f4f\u4e86\u7a0b\u5e8f\u5458\u7fa4\u4f53\u7684\u60c5\u611f\u9700\u6c42\u2014\u2014\u5c06\u65e5\u590d\u4e00\u65e5\u3001\u51b0\u51b7\u62bd\u8c61\u7684Git\u63d0\u4ea4\u65b9\u5757\uff0c\u8f6c\u5316\u4e3a\u5177\u8c61\u3001\u6d41\u52a8\u4e14\u5145\u6ee1\u4e2a\u4eba\u53d9\u4e8b\u611f\u7684\u201c\u7535\u5f71\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u5229\u7528\u4e86\u201c\u6210\u5c31\u5c55\u793a\u201d\u4e0e\u201c\u793e\u4ea4\u8d27\u5e01\u201d\u7684\u53cc\u91cd\u9a71\u52a8\u529b\u3002\u5bf9\u4e8e\u4e2a\u4f53\u5f00\u53d1\u8005\uff0c\u5b83\u63d0\u4f9b\u4e86\u4eea\u5f0f\u5316\u7684\u5e74\u5ea6\u91cc\u7a0b\u7891\uff0c\u6ee1\u8db3\u81ea\u6211\u8ba4\u540c\u4e0e\u6fc0\u52b1\u9700\u6c42\uff1b\u5728\u793e\u4ea4\u5c42\u9762\uff0c\u751f\u6210\u7684\u7cbe\u7f8e\u89c6\u9891\u6781\u6613\u5728\u6280\u672f\u793e\u533a\u4f20\u64ad\uff0c\u6ee1\u8db3\u4e86\u7528\u6237\u7684\u5c55\u793a\u4e0e\u5f52\u5c5e\u611f\u3002\u8fd9\u6b63\u662f\u5176\u867d\u529f\u80fd\u7b80\u5355\u5374\u80fd\u83b7\u5f97\u597d\u8bc4\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6a21\u5f0f\u7684\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5176\u6570\u636e\u7ef4\u5ea6\u548c\u53d9\u4e8b\u6df1\u5ea6\u4e25\u91cd\u4f9d\u8d56GitHub\u8d21\u732e\u56fe\u8fd9\u4e00\u5355\u4e00\u3001\u4e14\u53ef\u80fd\u88ab\u201c\u5237\u63d0\u4ea4\u201d\u884c\u4e3a\u6c61\u67d3\u7684\u6570\u636e\u6e90\uff0c\u6d1e\u5bdf\u7684\u4e2a\u6027\u5316\u4e0e\u771f\u5b9e\u6027\u5b58\u7591\u3002\u5176\u6b21\uff0c\u4f5c\u4e3a\u8f7b\u91cf\u7ea7\u5de5\u5177\uff0c\u5176\u7528\u6237\u7c98\u6027\u548c\u957f\u671f\u4ef7\u503c\u6709\u9650\uff0c\u5f88\u53ef\u80fd\u6ca6\u4e3a\u201c\u5e74\u629b\u578b\u201d\u4ea7\u54c1\uff0c\u6bcf\u5e74\u4ec5\u88ab\u4f7f\u7528\u4e00\u4e24\u6b21\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u6a21\u7cca\uff0c\u76ee\u524d\u770b\u6765\u66f4\u50cf\u662f\u5f00\u53d1\u8005\u7684\u4e00\u6b21\u8da3\u5473\u5b9e\u9a8c\u6216\u4e2a\u4eba\u54c1\u724c\u9879\u76ee\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u6765\u770b\uff0c\u82e5\u60f3\u7a81\u7834\u5de5\u5177\u5c5e\u6027\uff0c\u5b83\u9700\u8981\u5411\u66f4\u6df1\u5ea6\u7684\u201c\u5f00\u53d1\u8005\u6570\u5b57\u8eab\u4efd\u201d\u5e73\u53f0\u6f14\u8fdb\u3002\u4f8b\u5982\uff0c\u6574\u5408\u591a\u5e73\u53f0\uff08GitLab\u3001Bitbucket\uff09\u6570\u636e\uff0c\u5f15\u5165\u4ee3\u7801\u8d28\u91cf\u3001\u9879\u76ee\u5f71\u54cd\u529b\u7b49\u66f4\u590d\u6742\u7684\u5206\u6790\u7ef4\u5ea6\uff0c\u751a\u81f3\u4e0e\u62db\u8058\u6863\u6848\u6216\u6280\u672f\u793e\u533a\u58f0\u671b\u7cfb\u7edf\u8054\u52a8\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u4e0b\u4e00\u4e2a\u6619\u82b1\u4e00\u73b0\u7684\u201c\u5e74\u5ea6\u7206\u6b3e\u201d\uff0c\u96be\u4ee5\u5f62\u6210\u6301\u7eed\u5f71\u54cd\u529b\u3002\u5f53\u524d\u7248\u672c\u662f\u4e00\u4e2a\u51fa\u8272\u7684MVP\uff0c\u8bc1\u660e\u4e86\u5e02\u573a\u9700\u6c42\uff0c\u4f46\u901a\u5f80\u201c\u5fc5\u7528\u5de5\u5177\u201d\u7684\u9053\u8def\u4ecd\u6f2b\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\">GitStory<\/span>\n <\/div>\n<div class=\"comment-content\">Relive your coding journey with GitStory 2025. Transform your GitHub contributions into a stunning cinematic experience with beautiful animations and personalized insights. Your GitHub Wrapped for 2025!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello everyone \ud83d\udc4b<br \/>This is the original and first version of GitStory, built and published by me.<\/p>\n<p>Excited to share this with you all would really appreciate your feedback and suggestions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Received a very good card from this, got to know how far i am in terms of daily commiting and building and pushing stuffs on github, will try to code more next year.<\/p>\n<p>Overall this is 10\/10.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@misba_ansari\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@misba_ansari<\/a> Its a genuinely good review.<br \/>thank you.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>great product, good ux loved it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kartik_labhshetwar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kartik_labhshetwar<\/a> Glad You liked. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/IPGWFBICJ4CZB3\" class=\"app-title\">Lliben-Simple Screenshot Tool for Chrome<\/a><\/p>\n<div class=\"one-liner\">Capture full page, region, or element. Save PNG, JPG, PDF.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">8<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u7cbe\u51c6\u622a\u56fe\u4e0e\u5c3a\u5bf8\u53ef\u91cd\u590d\u6027\u7684Chrome\u6d4f\u89c8\u5668\u63d2\u4ef6\uff0c\u89e3\u51b3\u4e86\u5206\u6790\u5e08\u7b49\u4e13\u4e1a\u4eba\u58eb\u5728\u5236\u4f5c\u5468\u671f\u6027\u62a5\u544a\u65f6\uff0c\u96be\u4ee5\u83b7\u53d6\u50cf\u7d20\u7ea7\u7cbe\u51c6\u3001\u5c3a\u5bf8\u4e00\u81f4\u7684\u53ef\u6bd4\u6027\u622a\u56fe\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\/5267495b-5f51-426b-b644-6438689e1c5e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d7f2e882-cd1e-4273-a92b-32e339bdc986.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e94ecd67-f74c-49ba-88e1-1ca0f8afbb3a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/29311816-a30d-4d48-b7c9-458e0c0fe18b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u622a\u56fe\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u50cf\u7d20\u7ea7\u7cbe\u51c6<\/span><br \/>\n <span class=\"tag\">\u5143\u7d20\u9009\u62e9<\/span><br \/>\n <span class=\"tag\">\u5c3a\u5bf8\u53ef\u91cd\u590d\u6027<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u65e0\u8d26\u6237<\/span><br \/>\n <span class=\"tag\">\u65e0\u4e91\u7aef\u4e0a\u4f20<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790\u8f85\u52a9<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u5f00\u53d1\u8005\u81ea\u8ff0\u8bc4\u8bba\uff0c\u9610\u8ff0\u4e86\u5176\u4f5c\u4e3a\u5206\u6790\u5e08\uff0c\u4e3a\u89e3\u51b3\u5468\u671f\u6027\u62a5\u544a\u622a\u56fe\u5c3a\u5bf8\u4e0d\u4e00\u81f4\u7684\u75db\u70b9\u800c\u5f00\u53d1\u6b64\u5de5\u5177\u7684\u4e2a\u4eba\u80cc\u666f\u4e0e\u5f00\u53d1\u521d\u8877\uff0c\u5e76\u8868\u8fbe\u4e86\u6839\u636e\u7528\u6237\u53cd\u9988\u6301\u7eed\u6539\u8fdb\u7684\u610f\u613f\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 Lliben\u7684\u51fa\u73b0\uff0c\u770b\u4f3c\u662f\u62e5\u6324\u7684\u622a\u56fe\u5de5\u5177\u5e02\u573a\u4e2d\u7684\u4e00\u4e2a\u7b80\u5355\u53d8\u4f53\uff0c\u5b9e\u5219\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u4e00\u4e2a\u88ab\u901a\u7528\u5de5\u5177\u957f\u671f\u5ffd\u89c6\u7684\u4e13\u4e1a\u5316\u7f1d\u9699\uff1a\u53ef\u91cd\u590d\u7684\u3001\u5177\u5907\u4e25\u683c\u53ef\u6bd4\u6027\u7684\u89c6\u89c9\u4fe1\u606f\u91c7\u96c6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u201c\u622a\u56fe\u201d\uff0c\u800c\u662f\u201c\u6d4b\u91cf\u201d\u4e0e\u201c\u8bb0\u5f55\u201d\u3002\u5927\u591a\u6570\u622a\u56fe\u5de5\u5177\u8ffd\u6c42\u529f\u80fd\u7684\u5e7f\u5ea6\uff08\u6eda\u52a8\u3001\u6807\u6ce8\u3001\u5206\u4eab\uff09\uff0c\u800cLliben\u5219\u8ffd\u6c42\u7ed3\u679c\u7684\u201c\u4e00\u81f4\u6027\u201d\u8fd9\u4e00\u6df1\u5ea6\u3002\u8fd9\u5bf9\u4e8e\u9700\u8981\u5b9a\u671f\u76d1\u6d4b\u7f51\u9875\u6570\u636e\u770b\u677f\u3001\u5e7f\u544a\u7d20\u6750\u3001\u7ade\u54c1UI\u53d8\u5316\u6216\u793e\u4ea4\u5a92\u4f53\u52a8\u6001\u7684\u5206\u6790\u5e08\u3001\u8fd0\u8425\u3001\u4ea7\u54c1\u7ecf\u7406\u800c\u8a00\uff0c\u662f\u521a\u9700\u3002\u5b83\u8bd5\u56fe\u5c06\u622a\u56fe\u4ece\u4e00\u6b21\u6027\u7684\u201c\u62cd\u7167\u201d\u884c\u4e3a\uff0c\u8f6c\u53d8\u4e3a\u53ef\u7f16\u7a0b\u7684\u3001\u6807\u51c6\u5316\u7684\u201c\u6570\u636e\u91c7\u96c6\u201d\u6d41\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u4f5c\u4e3aChrome\u63d2\u4ef6\uff0c\u5176\u80fd\u529b\u8fb9\u754c\u53d7\u6d4f\u89c8\u5668\u6c99\u76d2\u9650\u5236\uff0c\u5728\u590d\u6742\u7f51\u9875\uff08\u5982\u91cd\u5ea6\u4f9d\u8d56WebGL\u6216\u52a8\u6001\u52a0\u8f7d\uff09\u4e0a\u7684\u5143\u7d20\u7cbe\u51c6\u6355\u83b7\u53ef\u80fd\u9762\u4e34\u6280\u672f\u6311\u6218\u3002\u5176\u6b21\uff0c\u201c\u5355\u4eba\u5f00\u53d1\u201d\u4e0e\u201c\u5e74\u8f7b\u4ea7\u54c1\u201d\u7684\u72b6\u6001\uff0c\u610f\u5473\u7740\u5176\u957f\u671f\u7ef4\u62a4\u6027\u3001\u4e0eChrome\u7248\u672c\u66f4\u65b0\u7684\u517c\u5bb9\u6027\uff0c\u4ee5\u53ca\u9762\u5bf9\u66f4\u590d\u6742\u9700\u6c42\uff08\u5982\u81ea\u52a8\u5b9a\u65f6\u622a\u56fe\u3001\u6279\u91cf\u5904\u7406\uff09\u65f6\u7684\u8fdb\u5316\u80fd\u529b\uff0c\u90fd\u5b58\u5728\u4e0d\u786e\u5b9a\u6027\u3002\u6700\u540e\uff0c\u5176\u201c\u65e0\u4e91\u7aef\u201d\u7684\u9690\u79c1\u5356\u70b9\uff0c\u5728\u9700\u8981\u534f\u4f5c\u7684\u573a\u666f\u4e0b\u53ef\u80fd\u53cd\u800c\u6210\u4e3a\u77ed\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d8\u7968\u7684\u5173\u6ce8\u5ea6\uff0c\u53cd\u6620\u4e86\u5176\u9ad8\u5ea6\u5782\u76f4\u7684\u5c5e\u6027\u3002\u5b83\u672a\u5fc5\u80fd\u6210\u4e3a\u5927\u4f17\u7206\u6b3e\uff0c\u4f46\u82e5\u80fd\u7262\u7262\u6293\u4f4f\u201c\u4e13\u4e1a\u5206\u6790\u5de5\u4f5c\u6d41\u201d\u8fd9\u4e00\u6838\u5fc3\uff0c\u6301\u7eed\u6df1\u5316\u5176\u7cbe\u51c6\u5ea6\u4e0e\u81ea\u52a8\u5316\u80fd\u529b\uff08\u4f8b\u5982\uff0c\u5141\u8bb8\u4fdd\u5b58\u5e76\u91cd\u590d\u8c03\u7528\u5143\u7d20\u9009\u62e9\u5668\u811a\u672c\uff09\uff0c\u5b83\u5b8c\u5168\u6709\u53ef\u80fd\u6210\u4e3a\u7279\u5b9a\u9886\u57df\u4ece\u4e1a\u8005\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u745e\u58eb\u519b\u5200\u201d\u3002\u5b83\u7684\u6210\u529f\u4e4b\u8def\uff0c\u5728\u4e8e\u505a\u6df1\u800c\u975e\u505a\u5e7f\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\">Lliben-Simple Screenshot Tool for Chrome<\/span>\n <\/div>\n<div class=\"comment-content\">Lliben is a simple Chrome screenshot extension built for accuracy and consistency. Capture the visible area, full page, a selected region, or a specific element with pixel-perfect results. Designed from a real analyst\u2019s workflow, it focuses on repeatable dimensions, clean output, and ease of use. No accounts, no cloud uploads \u2014 everything runs locally. Save screenshots as PNG, JPG, PDF or print direclty.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone \u2014 I\u2019m the solo developer behind Lliben.<\/p>\n<p>I built Lliben because of a very practical problem in my own work. As an analyst, I create many reports, and screenshots are a big part of explaining what worked and what didn\u2019t. I often needed to capture the same chart or social post every week, in the exact same size. Most tools made this harder than it should be. Consistent dimensions were almost impossible.<\/p>\n<p>That pushed me to build a simple screenshot tool with a strong focus on element selection, accuracy, and repeatability. No accounts, no cloud uploads, no complex setup. Just fast, local, and reliable screenshots in the formats people actually need.<\/p>\n<p>Lliben is still young, and I plan to improve it based on real feedback. Every suggestion helps me refine what matters and remove what doesn\u2019t. This project grew naturally from a personal need, and I\u2019m excited to finally share it.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/6JKKRGV72OBGKA\" class=\"app-title\">DocBuilder<\/a><\/p>\n<div class=\"one-liner\">Build complete product specs by chatting with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DocBuilder\u662f\u4e00\u6b3e\u901a\u8fc7AI\u5bf9\u8bdd\u6df1\u5ea6\u6316\u6398\u9700\u6c42\uff0c\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u4ea7\u54c1\u9700\u6c42\u6587\u6863\u7684\u5de5\u5177\uff0c\u65e8\u5728\u89e3\u51b3\u201c\u6c1b\u56f4\u7f16\u7801\u201d\u65f6\u4ee3\u5f00\u53d1\u8005\u56e0\u9700\u6c42\u6a21\u7cca\u5bfc\u81f4AI\u4ee3\u7801\u751f\u6210\u53d7\u963b\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 single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7badb3c4-716f-4656-98bb-a14d764f67fd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u9700\u6c42\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6587\u6863\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6c1b\u56f4\u7f16\u7801<\/span><br \/>\n <span class=\"tag\">\u654f\u6377\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u89c4\u683c<\/span><br \/>\n <span class=\"tag\">Markdown\u6587\u6863<\/span><br \/>\n <span class=\"tag\">\u9700\u6c42\u68b3\u7406<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u95ee\u7b54<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\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>\u4ec5\u6709\u4e00\u6761\u521b\u59cb\u4eba\u81ea\u8ff0\u8bc4\u8bba\uff0c\u5c5e\u4e8e\u4ea7\u54c1\u4ecb\u7ecd\u800c\u975e\u7528\u6237\u53cd\u9988\u3002\u76ee\u524d\u7f3a\u4e4f\u771f\u5b9e\u7528\u6237\u7684\u4f7f\u7528\u8bc4\u4ef7\u3001\u95ee\u9898\u53cd\u9988\u6216\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n DocBuilder\u8bd5\u56fe\u5207\u5165\u201cAI\u7f16\u7801\u201d\u6d41\u7a0b\u7684\u4e0a\u6e38\u7a7a\u767d\u70b9\uff0c\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5728\u4e8e\u5145\u5f53\u201c\u4e25\u683c\u7684AI\u4ea7\u54c1\u7ecf\u7406\u201d\uff0c\u901a\u8fc7\u7ed3\u6784\u5316\u5bf9\u8bdd\u5c06\u6a21\u7cca\u60f3\u6cd5\u8f6c\u5316\u4e3a\u7cbe\u51c6\u9700\u6c42\u6587\u6863\u3002\u8fd9\u4e00\u903b\u8f91\u76f4\u51fb\u5f53\u524dAI\u8f85\u52a9\u5f00\u53d1\uff08\u5982Cursor\u4f7f\u7528\uff09\u7684\u6838\u5fc3\u77db\u76fe\uff1aGarbage in, garbage out\u3002AI\u7f16\u7801\u5de5\u5177\u7684\u80fd\u529b\u8fb9\u754c\u4e25\u91cd\u4f9d\u8d56\u4e8e\u8f93\u5165\u6307\u4ee4\u7684\u7cbe\u786e\u5ea6\uff0c\u800c\u4eba\u7c7b\u5f00\u53d1\u8005\u5f80\u5f80\u758f\u4e8e\u6216\u62d9\u4e8e\u8fdb\u884c\u4e25\u8c28\u7684\u524d\u671f\u5b9a\u4e49\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u5448\u73b0\u51fa\u4e00\u4e2a\u5173\u952e\u6096\u8bba\uff1a\u5b83\u58f0\u79f0\u8981\u66ff\u4ee3\u4e0e\u201c\u539f\u59cbChatGPT\u201d\u7684\u6563\u6f2b\u804a\u5929\uff0c\u4f46\u5176\u6838\u5fc3\u4ea4\u4e92\u6a21\u5f0f\u672c\u8d28\u4e0a\u4ecd\u662f\u804a\u5929\u5bf9\u8bdd\uff0c\u53ea\u662f\u9884\u8bbe\u4e86\u66f4\u7ed3\u6784\u5316\u7684\u95ee\u5377\u6d41\u7a0b\u3002\u5176\u771f\u6b63\u7684\u6280\u672f\u62a4\u57ce\u6cb3\u53ef\u80fd\u5728\u4e8e\u5bf9\u4ea7\u54c1\u7ba1\u7406\u77e5\u8bc6\u7684\u6df1\u5ea6\u7f16\u7801\u2014\u2014\u5b83\u662f\u5426\u5185\u5316\u4e86\u4f18\u79c0PM\u7684\u601d\u7ef4\u6846\u67b6\uff0c\u80fd\u5426\u63d0\u51fa\u771f\u6b63\u89e6\u53ca\u8981\u5bb3\u7684\u201c\u6df1\u5ea6\u95ee\u9898\u201d\uff0c\u8fd9\u51b3\u5b9a\u4e86\u5b83\u4ea7\u51fa\u7684\u662f\u771f\u6b63\u53ef\u6267\u884c\u7684\u84dd\u56fe\uff0c\u8fd8\u662f\u53e6\u4e00\u4efd\u7cbe\u7f8e\u7684\u5e9f\u8bdd\u6587\u5b66\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u89d2\u5ea6\u770b\uff0c\u5b83\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3aCursor\u7b49\u5de5\u5177\u7684\u201c\u524d\u9053\u5de5\u5e8f\u201d\uff0c\u8fd9\u4e2a\u5b9a\u4f4d\u5de7\u5999\u4f46\u573a\u666f\u7565\u663e\u72ed\u7a84\u3002\u5176\u6210\u529f\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u81ea\u8eab\u5bf9\u8bdd\u8d28\u91cf\uff0c\u66f4\u4f9d\u8d56\u4e8e\u4e0b\u6e38AI\u7f16\u7801\u5de5\u5177\u751f\u6001\u7684\u7a33\u5b9a\u4e0e\u53d1\u5c55\u3002\u76ee\u524d\u4ea7\u54c1\u7f3a\u4e4f\u516c\u5f00\u7684\u7528\u6237\u9a8c\u8bc1\u6570\u636e\uff08\u4ec5\u67097\u7968\u4e14\u65e0\u771f\u5b9e\u7528\u6237\u8bc4\u8bba\uff09\uff0c\u5176\u201c\u4e25\u683c\u62f7\u95ee\u201d\u7684\u7528\u6237\u4f53\u9a8c\u662f\u5426\u6d41\u7545\uff0c\u662f\u5426\u4f1a\u56e0\u8fc7\u7a0b\u7e41\u7410\u800c\u88ab\u629b\u5f03\uff0c\u4ecd\u662f\u672a\u77e5\u6570\u3002\u5b83\u89e3\u51b3\u4e86\u4e00\u4e2a\u771f\u5b9e\u75db\u70b9\uff0c\u4f46\u89e3\u6cd5\u662f\u5426\u4f18\u96c5\u9ad8\u6548\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff1a\u6700\u9700\u8981\u6e05\u6670\u89c4\u683c\u7684\u4e25\u8083\u9879\u76ee\uff0c\u662f\u5426\u6562\u5c06\u6b64\u5173\u952e\u73af\u8282\u6258\u4ed8\u7ed9\u4e00\u4e2aAI\u8bbf\u8c08\u5668\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\">DocBuilder<\/span>\n <\/div>\n<div class=\"comment-content\">Make your “Vibe Coding” smoother with solid specs. \ud83d\ude80 DocBuilder is an AI partner that grills you on details to build comprehensive product specifications. Why? Because AI coding is only as good as your specs. DocBuilder interviews you thoroughly\u2014from overview to screen flows\u2014so you don’t have to guess. Get a detailed Markdown spec ready to feed into Cursor\/AI. Way better than raw ChatGPT!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\udc4b<\/p>\n<\/p>\n<p>I built DocBuilder because I built a lot of products this year and realized one thing: <strong>“Vibe Coding” (coding with AI) is only as good as your specifications.<\/strong><\/p>\n<\/p>\n<p>If your spec is vague, the AI code generation hits a wall. But defining every detail upfront is hard. \ud83d\ude13<\/p>\n<\/p>\n<p>That’s why I created DocBuilder. It acts like a strict PM that:<\/p>\n<p>1. <strong>Grills you on details<\/strong> – It asks deep questions to clarify ambiguity.<\/p>\n<p>2. <strong>Visualizes flows<\/strong> – Creates screen transitions automatically.<\/p>\n<p>3. <strong>Generates the blueprint<\/strong> – Outputs a Markdown spec ready for development.<\/p>\n<\/p>\n<p>I used this to plan my next project, and it’s honestly way better than just chatting with raw AI. Just feed the result to Cursor, and development flies! \ud83d\ude80<\/p>\n<\/p>\n<p>I’d love to hear your feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/6VOERNHY4CCRRA\" class=\"app-title\">Talent Score<\/a><\/p>\n<div class=\"one-liner\">AI-powered resume analysis platform<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Talent Score\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u7b80\u5386\u5206\u6790\u5e73\u53f0\uff0c\u901a\u8fc7\u63d0\u4f9bATS\u5206\u6570\u8bc4\u4f30\u3001\u6280\u80fd\u5206\u6790\u7b49\u529f\u80fd\uff0c\u5e2e\u52a9\u6c42\u804c\u8005\u4f18\u5316\u7b80\u5386\u4ee5\u63d0\u5347\u9762\u8bd5\u673a\u4f1a\uff0c\u5e76\u8f85\u52a9\u62db\u8058\u56e2\u961f\u9ad8\u6548\u3001\u4e00\u81f4\u5730\u9884\u7b5b\u5927\u91cf\u7533\u8bf7\uff0c\u89e3\u51b3\u7b80\u5386\u7b5b\u9009\u4e3b\u89c2\u8017\u65f6\u4e0e\u6c42\u804c\u8005\u7b80\u5386\u4f18\u5316\u65e0\u95e8\u7684\u53cc\u5411\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\/0748383a-09f8-43ba-a64e-585673403704.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/606f9edd-90b0-4edd-87e9-33554b457eb0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/957f190c-e4ac-4ad2-b54e-4decadc5a149.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\/d1e5a96a-f0d8-4c26-8fc8-9cdfed3dc2be.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=_TlKmWtHlhU\"><source src=\"https:\/\/www.youtube.com\/watch?v=_TlKmWtHlhU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Hiring<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7b80\u5386\u5206\u6790<\/span><br \/>\n <span class=\"tag\">ATS\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u6c42\u804c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u62db\u8058\u7b5b\u9009<\/span><br \/>\n <span class=\"tag\">\u6280\u80fd\u8bc4\u4f30<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">HR\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u4eba\u624d\u8bc4\u4f30<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u516c\u5e73\u62db\u8058<\/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\u63ed\u793a\u4e86\u4ea7\u54c1\u6e90\u4e8e\u5185\u90e8\u9762\u8bd5\u5e73\u53f0\u7684\u201c\u7b80\u5386\u7f51\u5173\u201d\u9700\u6c42\uff0c\u9a8c\u8bc1\u4e86\u5176\u89e3\u51b3\u7b80\u5386\u9884\u7b5b\u75db\u70b9\u7684\u521d\u8877\u3002\u8bc4\u8bba\u8005\u8ba4\u53ef\u5176\u5728\u5904\u7406\u6d77\u91cf\u7533\u8bf7\u3001\u5b9e\u73b0\u5ba2\u89c2\u4e00\u81f4\u7b5b\u9009\u65b9\u9762\u7684\u4ef7\u503c\uff0c\u5e76\u8ba4\u4e3a\u5e02\u573a\u5b58\u5728\u9700\u6c42\u3002\u672a\u51fa\u73b0\u5177\u4f53\u529f\u80fd\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Talent Score\u7684\u53d9\u4e8b\u5448\u73b0\u4e86\u4e00\u4e2a\u7ecf\u5178\u7684\u201c\u5de5\u5177\u4ea7\u54c1\u5316\u201d\u8def\u5f84\u2014\u2014\u4ece\u89e3\u51b3\u81ea\u8eab\u5de5\u7a0b\u75db\u70b9\uff08\u4e3aAI\u9762\u8bd5\u5e73\u53f0\u6784\u5efa\u7b80\u5386\u8fc7\u6ee4\u5668\uff09\u5230\u53d1\u73b0\u666e\u9002\u6027\u5e02\u573a\u673a\u4f1a\u3002\u8fd9\u65e2\u662f\u5176\u4f18\u52bf\uff0c\u4e5f\u6697\u542b\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5ba3\u79f0\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u53cc\u5411\u8d4b\u80fd\uff1a\u5bf9\u6c42\u804c\u8005\u662f\u201c\u7b80\u5386\u4f18\u5316\u5668\u201d\uff0c\u5bf9\u62db\u8058\u65b9\u662f\u201c\u81ea\u52a8\u5316\u7b5b\u5b50\u201d\u3002\u7136\u800c\uff0c\u8fd9\u4e24\u7c7b\u7528\u6237\u7684\u6838\u5fc3\u8bc9\u6c42\u5b58\u5728\u672c\u8d28\u5f20\u529b\u3002\u6c42\u804c\u8005\u8ffd\u6c42\u9ad8\u5206\u4e0e\u901a\u8fc7\u7387\uff0c\u503e\u5411\u4e8e\u7f8e\u5316\u4e0e\u8fce\u5408\uff1b\u62db\u8058\u65b9\u8ffd\u6c42\u7cbe\u51c6\u5339\u914d\u4e0e\u98ce\u9669\u89c4\u907f\uff0c\u9700\u8981\u53bb\u4f2a\u5b58\u771f\u3002\u5e73\u53f0\u8bd5\u56fe\u7528\u540c\u4e00\u5957AI\u6a21\u578b\u670d\u52a1\u5bf9\u7acb\u53cc\u65b9\uff0c\u5176\u201c\u516c\u5e73\u6027\u201d\u627f\u8bfa\u5c06\u9762\u4e34\u4e25\u5cfb\u8003\u9a8c\u3002ATS\u5206\u6570\u5206\u6790\u5df2\u662f\u7ea2\u6d77\u529f\u80fd\uff0c\u5176\u5dee\u5f02\u5316\u4f18\u52bf\u6216\u8bb8\u5728\u4e8e\u5176\u51fa\u8eab\u6240\u79ef\u7d2f\u7684\u3001\u5bf9\u201c\u9762\u8bd5\u73af\u8282\u201d\u6240\u9700\u6280\u80fd\u7684\u66f4\u6df1\u7406\u89e3\uff0c\u4f46\u73b0\u6709\u4fe1\u606f\u672a\u4f53\u73b0\u6b64\u72ec\u7279\u6d1e\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u9ad8\u91cf\u7533\u8bf7\u9884\u7b5b\u201d\u573a\u666f\u662f\u66f4\u6e05\u6670\u3001\u66f4\u521a\u6027\u7684\u4ef7\u503c\u70b9\u3002\u4ea7\u54c1\u82e5\u80fd\u8bc1\u660e\u5176AI\u5728\u964d\u4f4e\u8bef\u7b5b\uff08\u5c24\u5176\u9519\u5931\u4f18\u79c0\u5019\u9009\u4eba\uff09\u7387\u4e0a\u4f18\u4e8e\u4f20\u7edf\u5173\u952e\u8bcd\u7b5b\u9009\uff0c\u5e76\u4e3a\u62db\u8058\u56e2\u961f\u8282\u7701\u53ef\u89c2\u65f6\u95f4\uff0c\u5176B\u7aef\u5546\u4e1a\u5316\u903b\u8f91\u5c06\u6bd4C\u7aef\u7b80\u5386\u4f18\u5316\u8ba2\u9605\u66f4\u4e3a\u575a\u5b9e\u3002\u5f53\u524d\u6570\u636e\uff08\u4f4e\u6295\u7968\u6570\uff09\u663e\u793a\u5e02\u573a\u70ed\u5ea6\u4e0d\u8db3\uff0c\u4ea7\u54c1\u9700\u5c3d\u5feb\u660e\u786e\u5176\u9996\u8981\u5ba2\u7fa4\u4e0e\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\uff1a\u7a76\u7adf\u662f\u6210\u4e3a\u6c42\u804c\u8005\u7684\u79c1\u4eba\u5bb6\u6559\uff0c\u8fd8\u662f\u62db\u8058\u56e2\u961f\u7684\u5b88\u95e8\u673a\u5668\u4eba\uff1f\u8bd5\u56fe\u4e24\u8005\u901a\u5403\uff0c\u53ef\u80fd\u4e24\u8005\u7686\u5931\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\">Talent Score<\/span>\n <\/div>\n<div class=\"comment-content\">Talent Score helps you optimize your resume with AI. Discover your ATS score, analyze your tech and soft skills, and boost your chances of landing your next job.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This project was born from another product we were building. While developing our AI-powered interview platform, we needed a quick way to check if candidates were actually a good fit before they entered the interview process. <\/p>\n<p>So we built a small “resume gateway” feature to filter applicants. Then we realized – why not turn this into a standalone product? It solved such a clear pain point that we knew other companies would need it too.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! \ud83d\udd25 This looks promising and very much needed!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@fkadev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fkadev<\/a> Thank you buddy \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>From a hiring perspective, objectively evaluating resumes is always challenging. <strong>Talent Score<\/strong> is especially valuable for high-volume applications, helping teams pre-screen resumes consistently and save time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Excited to share Talent Score \u2014 an AI-powered tool to analyze and improve your resume, understand your ATS score, and land more interviews. Built this to make hiring fairer and clearer for everyone. Would love your feedback! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/S6BX3FZWNSOGPG\" class=\"app-title\">Co-finder<\/a><\/p>\n<div class=\"one-liner\">Find the right co-founder who actually wants to build.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Co-finder\u662f\u4e00\u4e2a\u4e3a\u521b\u4e1a\u8005\u548c\u5f00\u53d1\u8005\u7cbe\u51c6\u5339\u914d\u8054\u5408\u521b\u59cb\u4eba\u7684\u5e73\u53f0\uff0c\u901a\u8fc7\u9a8c\u8bc1\u8d44\u6599\u548c\u610f\u5411\u8fde\u63a5\uff0c\u5728\u65e9\u671f\u521b\u4e1a\u56e2\u961f\u7ec4\u5efa\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u201c\u6709\u60f3\u6cd5\u627e\u4e0d\u5230\u6280\u672f\u4f19\u4f34\uff0c\u6709\u6280\u672f\u627e\u4e0d\u5230\u597d\u9879\u76ee\u201d\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\/4bb76abf-4dfc-456c-891e-535205a35312.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\/14bb82d9-7955-4936-ab25-3463af0cefe8.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\/9ada1f46-180c-4069-8306-c15bfdfb53e9.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\/ff737efa-3671-4107-ae2f-8e8728fd3537.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\">Marketing<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Startup Lessons<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4e1a\u8005\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u8054\u5408\u521b\u59cb\u4eba\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u6280\u672f\u5408\u4f19\u62db\u52df<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u56e2\u961f\u7ec4\u5efa<\/span><br \/>\n <span class=\"tag\">\u4eba\u624d\u5bf9\u63a5<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u65e9\u671f\u521b\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u7f51\u7edc<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86\u771f\u5b9e\u75db\u70b9\u3002\u8bc4\u8bba\u8005\u591a\u4e3a\u4e3b\u52a8\u5bfb\u627e\u6280\u672f\u5408\u4f19\u4eba\u7684\u521b\u4e1a\u8005\uff0c\u5bf9\u4ea7\u54c1\u8868\u793a\u652f\u6301\u548c\u671f\u5f85\u3002\u521b\u59cb\u4eba\u79ef\u6781\u5bfb\u6c42\u53cd\u9988\uff0c\u8be2\u95ee\u4ea7\u54c1\u7684\u4e0d\u8db3\u3001\u56f0\u60d1\u4e4b\u5904\u53ca\u5b9e\u7528\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Co-finder\u5207\u5165\u7684\u662f\u4e00\u4e2a\u53e4\u8001\u800c\u68d8\u624b\u7684\u5e02\u573a\u2014\u2014\u8054\u5408\u521b\u59cb\u4eba\u5339\u914d\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u6e05\u6670\uff1a\u7528\u201c\u9a8c\u8bc1\u201d\u548c\u201c\u610f\u5411\u201d\u6765\u8fc7\u6ee4\u566a\u97f3\uff0c\u8bd5\u56fe\u5c06\u968f\u673a\u6027\u793e\u4ea4\u8f6c\u5316\u4e3a\u786e\u5b9a\u6027\u8fde\u63a5\u3002\u8fd9\u76f4\u6307\u73b0\u6709\u6e20\u9053\uff08\u5982LinkedIn\u3001Twitter\uff09\u7684\u6838\u5fc3\u7f3a\u9677\uff1a\u4fe1\u606f\u6cdb\u6ee5\u800c\u4fe1\u4efb\u7f3a\u5931\uff0c\u793e\u4ea4\u5e7f\u6cdb\u5374\u610f\u56fe\u6a21\u7cca\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u8fdc\u6bd4\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u63cf\u8ff0\u7684\u66f4\u4e3a\u6df1\u523b\u3002\u9996\u5148\uff0c**\u201c\u9a8c\u8bc1\u201d\u7684\u5c3a\u5ea6\u4e0e\u516c\u4fe1\u529b**\u662f\u9996\u8981\u96be\u9898\u3002\u9a8c\u8bc1\u8d44\u6599\u662f\u5426\u8db3\u4ee5\u8bc4\u4f30\u4e00\u4e2a\u6f5c\u5728\u5408\u4f19\u4eba\u7684\u6280\u672f\u80fd\u529b\u3001\u6297\u538b\u6027\u683c\u4e0e\u957f\u671f\u627f\u8bfa\uff1f\u65e9\u671f\u9879\u76ee\u7684\u6210\u8d25\u6781\u5ea6\u4f9d\u8d56\u4e8e\u4eba\u7684\u5951\u5408\u5ea6\uff0c\u8fd9\u8fdc\u975e\u8d44\u6599\u9a8c\u8bc1\u6240\u80fd\u6db5\u76d6\u3002\u5176\u6b21\uff0c**\u5e73\u53f0\u7684\u53cc\u8fb9\u7f51\u7edc\u6548\u5e94\u542f\u52a8**\u5f02\u5e38\u8270\u96be\u3002\u5b83\u9700\u8981\u540c\u65f6\u805a\u96c6\u5927\u91cf\u9ad8\u8d28\u91cf\u7684\u201c\u6709\u60f3\u6cd5\u7684\u521b\u59cb\u4eba\u201d\u548c\u201c\u6709\u6280\u672f\u7684\u5efa\u9020\u8005\u201d\uff0c\u4efb\u4f55\u4e00\u65b9\u7684\u7f3a\u5931\u90fd\u4f1a\u5bfc\u81f4\u53e6\u4e00\u65b9\u8fc5\u901f\u6d41\u5931\u3002\u76ee\u524d\u4e2a\u4f4d\u6570\u7684\u6295\u7968\u6570\u4e5f\u4fa7\u9762\u53cd\u6620\u4e86\u51b7\u542f\u52a8\u7684\u8270\u5de8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u7684\u5766\u8bda\uff08\u201c\u65e9\u671f\u201d\u3001\u201c\u4e0d\u5b8c\u7f8e\u201d\u3001\u201c\u72ec\u81ea\u5efa\u9020\u201d\uff09\u662f\u4f18\u70b9\uff0c\u4f46\u4e5f\u51f8\u663e\u4e86\u8d44\u6e90\u7684\u532e\u4e4f\u3002\u8bc4\u8bba\u4e2d\u7684\u652f\u6301\u58f0\u97f3\u591a\u6765\u81ea\u201c\u5bfb\u627e\u8005\u201d\u800c\u975e\u201c\u5efa\u9020\u8005\u201d\uff0c\u8fd9\u6216\u8bb8\u662f\u4e00\u4e2a\u5371\u9669\u4fe1\u53f7\u2014\u2014\u5e73\u53f0\u53ef\u80fd\u66f4\u5bb9\u6613\u5438\u5f15\u9700\u6c42\u66f4\u8feb\u5207\u7684\u975e\u6280\u672f\u521b\u59cb\u4eba\uff0c\u800c\u7a00\u7f3a\u7684\u4f18\u8d28\u6280\u672f\u4eba\u624d\u662f\u5426\u613f\u610f\u5165\u9a7b\uff0c\u4ecd\u662f\u672a\u77e5\u6570\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u673a\u4f1a\u5728\u4e8e\uff0c\u5982\u679c\u80fd\u901a\u8fc7\u7cbe\u7ec6\u7684\u8fd0\u8425\uff08\u4f8b\u5982\uff0c\u6df1\u5ea6\u7b5b\u9009\u3001\u6210\u529f\u6848\u4f8b\u6253\u9020\u3001\u793e\u533a\u6587\u5316\u6784\u5efa\uff09\uff0c\u6253\u9020\u51fa\u4e00\u4e2a\u4ee5\u201c\u4e25\u8083\u5efa\u9020\u201d\u4e3a\u6838\u5fc3\u7684\u9ad8\u4fe1\u4efb\u5ea6\u5c0f\u793e\u7fa4\uff0c\u5b83\u6216\u8bb8\u80fd\u6210\u4e3a\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u7b5b\u9009\u5c42\u3002\u5426\u5219\uff0c\u5b83\u6781\u6613\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u4fe1\u606f\u5e03\u544a\u680f\uff0c\u65e0\u6cd5\u89e3\u51b3\u5339\u914d\u4e2d\u6700\u5173\u952e\u7684\u201c\u8d28\u91cf\u5224\u65ad\u201d\u4e0e\u201c\u5173\u7cfb\u4fc3\u6210\u201d\u95ee\u9898\u3002\u5b83\u7684\u6210\u8d25\u4e0d\u5728\u4e8e\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5b9a\u4e49\u5e76\u634d\u536b\u4e00\u4e2a\u9ad8\u8d28\u91cf\u7684\u201c\u4ff1\u4e50\u90e8\u201d\u6807\u51c6\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\">Co-finder<\/span>\n <\/div>\n<div class=\"comment-content\">The platform for founders to find their perfect technical co-founder, and developers to find exciting startup opportunities.<\/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 built CoFoundr because finding a co-founder is broken.<\/p>\n<p>Founders post everywhere. Builders scroll everywhere. But serious people rarely meet.<\/p>\n<p>So I built a simple place where: You list what you\u2019re building. People show real interest. Profiles are verified. And connections happen with intent.<\/p>\n<p>This is early. This is imperfect. But it\u2019s built to help new builders move forward together.<\/p>\n<p>I\u2019d love your feedback. What would make this more useful for you?<\/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>As someone who\u2019s actively looking for a tech co-founder and has spent days searching across X, LinkedIn, and Instagram, I can\u2019t tell you how happy I am to see this product.<\/p>\n<p>Congratulations on the launch <a href=\"https:\/\/www.producthunt.com\/@princeruhul\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"princeruhul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@princeruhul<\/a> . This is genuinely great work, and it\u2019s clearly solving a real problem for people who want to build something together.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@rashiaroraofficial\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rashiaroraofficial<\/a> Thanks for your honest feedback. \ud83d\ude0a <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/co-finder-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"co-finder-2\" target=\"_blank\" rel=\"noopener\">@Co-finder<\/a> <strong>I\u2019m building this in public with no funding and no team.<\/strong><\/p>\n<\/p>\n<p>If you\u2019re a founder or developer: Tell me what\u2019s missing. Tell me what feels confusing. Tell me what you\u2019d actually use.<\/p>\n<\/p>\n<p><strong>I\u2019ll read every comment<\/strong>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/KBJNOO5MODOWEL\" class=\"app-title\">Style My Space<\/a><\/p>\n<div class=\"one-liner\">Transform Your Living Spaces<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5229\u7528AI\u6280\u672f\uff0c\u8ba9\u7528\u6237\u901a\u8fc7\u4e0a\u4f20\u623f\u95f4\u7167\u7247\u5373\u53ef\u91cd\u65b0\u6784\u60f3\u5e76\u53ef\u89c6\u5316\u591a\u79cd\u88c5\u4fee\u98ce\u683c\uff0c\u89e3\u51b3\u5bb6\u5c45\u6539\u9020\u524d\u671f\u98ce\u683c\u9009\u62e9\u548c\u642d\u914d\u96be\u9898\u7684\u5e94\u7528\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/620f857f-8481-4e7c-a49e-903f1724d660.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4bc322a6-708a-45b0-a1d4-4cf6925b35c0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b8be6ef8-c888-479f-b3a7-93d2877d2dcb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Home<\/span><br \/>\n <span class=\"tag\">Interior design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5ba4\u5185\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5c45\u6539\u9020<\/span><br \/>\n <span class=\"tag\">\u98ce\u683c\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u7a7a\u95f4\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u88c5\u4fee\u7075\u611f<\/span><br \/>\n <span class=\"tag\">AI\u56fe\u50cf\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5c45\u88c5\u9970<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u7ea7AI\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\u7ed3\u5408\u81ea\u8eab\u7ecf\u5386\uff0c\u9ad8\u5ea6\u8bc4\u4ef7AI\u5728\u53ef\u89c6\u5316\u98ce\u683c\u548c\u53d1\u73b0\u672a\u66fe\u60f3\u5230\u7684\u5bb6\u5177\u65b9\u9762\u7684\u5de8\u5927\u5e2e\u52a9\u3002\u6709\u6548\u8bc4\u8bba\u6307\u51fa\uff0c\u8be5\u4ea7\u54c1\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u201c\u6d88\u9664\u6469\u64e6\u201d\u800c\u975e\u201c\u589e\u52a0\u65b0\u5947\u201d\uff0c\u901a\u8fc7\u57fa\u4e8e\u771f\u5b9e\u7a7a\u95f4\u7684\u4e2a\u6027\u5316\u63a8\u8350\uff0c\u6539\u53d8\u4e86\u62bd\u8c61\u7684\u51b3\u7b56\u8fc7\u7a0b\uff0c\u80fd\u4e3b\u52a8\u62d3\u5c55\u7528\u6237\u54c1\u5473\uff0c\u53d1\u73b0\u7528\u6237\u672a\u66fe\u4e3b\u52a8\u641c\u7d22\u7684\u9009\u9879\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 Style My Space\u5207\u5165\u4e86\u4e00\u4e2a\u53e4\u8001\u4e14\u9ad8\u51b3\u7b56\u6210\u672c\u7684\u9886\u57df\u2014\u2014\u5bb6\u5c45\u88c5\u9970\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201cPinterest\u5f0f\u201d\u7075\u611f\u6536\u96c6\uff0c\u800c\u662f\u8bd5\u56fe\u5c06AI\u4ece\u201c\u4fe1\u606f\u8fc7\u6ee4\u5668\u201d\u5347\u7ea7\u4e3a\u201c\u54c1\u5473\u62d3\u5c55\u5668\u201d\u3002\u4ece\u6709\u9650\u7684\u7528\u6237\u53cd\u9988\u4e2d\uff0c\u6211\u4eec\u5f97\u4ee5\u7aa5\u89c1\u5176\u53ef\u80fd\u6210\u529f\u7684\u6838\u5fc3\uff1a\u5b83\u5e76\u975e\u66ff\u4ee3\u8bbe\u8ba1\u5e08\uff0c\u800c\u662f\u89e3\u51b3\u666e\u901a\u4eba\u5728\u542f\u52a8\u6539\u9020\u9879\u76ee\u65f6\u6700\u6839\u672c\u7684\u201c\u60f3\u8c61\u529b\u532e\u4e4f\u201d\u548c\u201c\u8bcd\u6c47\u91cf\u4e0d\u8db3\u201d\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u4e0d\u77e5\u9053\u201c\u6cd5\u5f0f\u4e61\u6751\u98ce\u201d\u7684\u6c99\u53d1\u5177\u4f53\u5728\u81ea\u5df1\u7070\u6697\u7684\u5ba2\u5385\u91cc\u662f\u4f55\u6548\u679c\uff0c\u66f4\u4e0d\u77e5\u9053\u81ea\u5df1\u53ef\u80fd\u66f4\u9002\u5408\u201c\u5e26\u6709\u4e2d\u53e4\u5143\u7d20\u7684\u73b0\u4ee3\u6298\u8877\u4e3b\u4e49\u201d\u3002\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\u662f\u4f9d\u8d56\u5927\u91cf\u56fe\u7247\u6d4f\u89c8\u548c\u6a21\u7cca\u7684\u8111\u8865\uff0c\u8fc7\u7a0b\u62bd\u8c61\u4e14\u8017\u65f6\u3002\u8be5\u5e94\u7528\u5c06\u51b3\u7b56\u8d77\u70b9\u4ece\u201c\u65e0\u9650\u7f51\u7edc\u56fe\u5e93\u201d\u62c9\u56de\u81f3\u201c\u6709\u9650\u81ea\u5bb6\u7a7a\u95f4\u201d\uff0c\u901a\u8fc7AI\u751f\u6210\u5c06\u62bd\u8c61\u98ce\u683c\u4e0e\u5177\u4f53\u573a\u666f\u5f3a\u7ed1\u5b9a\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u6784\u601d\u9636\u6bb5\u7684\u8ba4\u77e5\u8d1f\u8377\u3002\u8bc4\u8bba\u4e2d\u201c\u53d1\u73b0\u4f60\u4ece\u672a\u6709\u610f\u641c\u7d22\u7684\u5bb6\u5177\u201d\u8fd9\u4e00\u70b9\u5c24\u4e3a\u7280\u5229\uff0c\u8fd9\u63ed\u793a\u4e86\u5176\u6f5c\u5728\u4f18\u52bf\uff1a\u901a\u8fc7\u8de8\u98ce\u683c\u3001\u8de8\u54c1\u7c7b\u7684\u751f\u6210\u63a8\u8350\uff0c\u8fdb\u884c\u521b\u9020\u6027\u7684\u201c\u4fe1\u606f\u5076\u9047\u201d\uff0c\u53ef\u80fd\u6253\u7834\u7528\u6237\u56fa\u6709\u7684\u4fe1\u606f\u8327\u623f\u548c\u98ce\u683c\u5b9a\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u6280\u672f\u5c42\u9762\uff0cAI\u751f\u6210\u7684\u5bb6\u5177\u5728\u6bd4\u4f8b\u3001\u6750\u8d28\u3001\u5149\u5f71\u7684\u771f\u5b9e\u6027\u4e0a\u80fd\u5426\u7ecf\u5f97\u8d77\u63a8\u6572\uff0c\u5173\u4e4e\u7528\u6237\u4fe1\u4efb\u3002\u5176\u6b21\uff0c\u5546\u4e1a\u5c42\u9762\uff0c\u4ece\u201c\u7075\u611f\u53ef\u89c6\u5316\u201d\u5230\u201c\u5546\u54c1\u53ef\u8d2d\u4e70\u201d\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u9e3f\u6c9f\uff0c\u5982\u4f55\u5c06\u751f\u6210\u7684\u865a\u62df\u7269\u54c1\u4e0e\u5b9e\u4f53\u4f9b\u5e94\u94fe\u5bf9\u63a5\uff0c\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u5546\u4e1a\u95ed\u73af\u7684\u5173\u952e\u3002\u6700\u540e\uff0c\u6a21\u5f0f\u5c42\u9762\uff0c\u5b83\u5fc5\u987b\u8bc1\u660e\u81ea\u5df1\u4e0d\u4ec5\u4ec5\u662f\u201c\u4e00\u6b21\u6027\u7684\u65b0\u5947\u73a9\u5177\u201d\uff0c\u800c\u662f\u80fd\u878d\u5165\u7528\u6237\u6301\u7eed\u8fed\u4ee3\u7684\u201c\u751f\u6d3b\u8bbe\u8ba1\u6d41\u7a0b\u201d\u4e2d\u7684\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u5e02\u573a\u4e0d\u7f3aAI\u56fe\u50cf\u751f\u6210\u5668\uff0c\u7f3a\u7684\u662f\u6df1\u5ea6\u7ed1\u5b9a\u5782\u76f4\u573a\u666f\u3001\u771f\u6b63\u7406\u89e3\u884c\u4e1a\u51b3\u7b56\u94fe\u6761\u7684\u5e94\u7528\u3002Style My Space\u7684\u521d\u6b65\u53cd\u9988\u663e\u793a\u5b83\u51fb\u4e2d\u4e86\u771f\u5b9e\u75db\u70b9\uff0c\u4f46\u5176\u957f\u671f\u4ef7\u503c\u5c06\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u4ece\u201c\u98ce\u683c\u6a21\u62df\u5668\u201d\u8fdb\u5316\u4e3a\u8fde\u63a5\u7075\u611f\u3001\u8bbe\u8ba1\u3001\u91c7\u8d2d\u4e43\u81f3\u9879\u76ee\u7ba1\u7406\u7684\u201c\u5bb6\u5c45\u6539\u9020\u667a\u80fd\u4e2d\u67a2\u201d\u3002\u8fd9\u6761\u8def\u5f88\u957f\uff0c\u4f46\u8d77\u70b9\u503c\u5f97\u5173\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\">Style My Space<\/span>\n <\/div>\n<div class=\"comment-content\">Transform your living spaces with AI-powered interior design. Upload a photo and see your room reimagined in any style.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone!<\/p>\n<p>I have recently redesigned a few rooms in my apartment and found that AI is a huuuuuge help in visualizing styles and finding the type of furniture that you didn’t even think about before.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@serialbus\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@serialbus<\/a> This is a great example of AI actually removing friction instead of adding novelty. Being able to visualize styles from your own space changes the entire decision process. It is no longer abstract or Pinterest-driven guessing.<\/p>\n<p>What stood out to me is how it helps you discover furniture and layouts you would never search for intentionally. That is where AI really shines. It expands taste, not just speed.<\/p>\n<p>We see a similar pattern with Curatora. When curation is done well, it surfaces ideas you did not know to look for, which often leads to better outcomes than starting from a blank page.<\/p>\n<p>Very cool use of AI for a real, everyday problem.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/L2OTSA3OGFE4FX\" class=\"app-title\">Likii<\/a><\/p>\n<div class=\"one-liner\">journal, diary, illustration, drawing, art, memory, moments<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Likii\u662f\u4e00\u6b3e\u901a\u8fc7AI\u5c06\u7b80\u77ed\u6587\u5b57\u8bb0\u5f55\u81ea\u52a8\u8f6c\u5316\u4e3a\u8721\u7b14\u98ce\u683c\u63d2\u753b\u7684\u65e5\u8bb0\u5e94\u7528\uff0c\u5728\u7528\u6237\u5e0c\u671b\u4ee5\u8f7b\u677e\u3001\u827a\u672f\u5316\u65b9\u5f0f\u6355\u6349\u548c\u91cd\u6e29\u65e5\u5e38\u5e78\u798f\u77ac\u95f4\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u65e5\u8bb0\u67af\u71e5\u6216\u9700\u8981\u7528\u6237\u5177\u5907\u7ed8\u753b\u6280\u80fd\u624d\u80fd\u8fdb\u884c\u89c6\u89c9\u5316\u8bb0\u5f55\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\/2ecad449-70b7-4418-99f0-8c081a27fc41.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/VCdu5N7DiRw?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/VCdu5N7DiRw?feature=share\" 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\/40d038bd-afd3-40cb-af24-8799595fd88a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39bf3b94-7816-4fb0-a229-3cac222920ac.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c0d05afe-b61c-40df-8934-b0c473babfd4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e5\u8bb0\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">AI\u7ed8\u753b<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u5316\u65e5\u8bb0<\/span><br \/>\n <span class=\"tag\">\u827a\u672f\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5fc3\u7406\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u65e5\u5e38\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u8721\u7b14\u98ce\u683c<\/span><br \/>\n <span class=\"tag\">\u8bb0\u5fc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5e78\u798f\u611f\u6536\u96c6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u6709\u6548\u8bc4\u8bba\u8ba4\u4e3a\u4ea7\u54c1\u6982\u5ff5\u201c\u8ff7\u4eba\u201d\uff0c\u5c06\u65e5\u5e38\u5feb\u4e50\u8f6c\u5316\u4e3a\u6e29\u6696\u3001\u6709\u5f62\u4e4b\u7269\u3002\u6838\u5fc3\u597d\u8bc4\u5728\u4e8e\u5176\u4ea4\u4e92\u7b80\u5355\uff08\u201c\u4e00\u4e2a\u60f3\u6cd5\u8f93\u5165\uff0c\u4e00\u4e2a\u63d2\u753b\u8bb0\u5fc6\u8f93\u51fa\u201d\uff09\uff0c\u5f62\u6210\u4e86\u4e2a\u4eba\u4eea\u5f0f\u611f\uff0c\u800c\u975e\u5de5\u5177\u611f\u3002\u8bc4\u8bba\u8005\u5c06\u5176\u4e0e\u6ce8\u91cd\u201c\u7cbe\u5fc3\u5448\u73b0\u201d\u7684\u5185\u5bb9\u4ea7\u54c1\u7c7b\u6bd4\uff0c\u770b\u597d\u5176\u6784\u5efa\u201c\u5e78\u798f\u6863\u6848\u9986\u201d\u7684\u957f\u671f\u4ef7\u503c\u3002\u672a\u53d1\u73b0\u5177\u4f53\u529f\u80fd\u95ee\u9898\u6216\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Likii\u6240\u5207\u5165\u7684\uff0c\u5e76\u975e\u529f\u80fd\u6027\u7684\u7b14\u8bb0\u8d5b\u9053\uff0c\u800c\u662f\u60c5\u7eea\u4ef7\u503c\u4e0e\u6570\u5b57\u7597\u6108\u7684\u4ea4\u53c9\u53e3\u3002\u5176\u771f\u6b63\u7684\u4ea7\u54c1\u5185\u6838\uff0c\u662f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6781\u4f4e\u95e8\u69db\u7684\u201c\u79ef\u6781\u5fc3\u7406\u5b66\u201d\u5b9e\u8df5\u5de5\u5177\u2014\u2014\u901a\u8fc7\u201c\u8bb0\u5f55-\u89c6\u89c9\u5316-\u56de\u987e\u201d\u7684\u95ed\u73af\uff0c\u5c06\u7528\u6237\u65e0\u610f\u8bc6\u7684\u3001\u8f6c\u77ac\u5373\u901d\u7684\u79ef\u6781\u60c5\u7eea\uff08POSITIVE AFFECT\uff09\u8fdb\u884c\u5916\u5316\u4e0e\u56fa\u5316\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u552e\u5356\u4e00\u79cd\u201c\u53ef\u89e6\u6478\u7684\u5e78\u798f\u611f\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u8bbe\u8ba1\u7684\u7cbe\u660e\u4e4b\u5904\u5728\u4e8e\u201c\u964d\u7ef4\u6253\u51fb\u201d\u3002\u5b83\u6ca1\u6709\u4e0e\u4e13\u4e1a\u63d2\u753bAI\u6bd4\u62fc\u7cbe\u5ea6\u548c\u53ef\u63a7\u6027\uff0c\u800c\u662f\u4e3b\u52a8\u62e5\u62b1\u201c\u8721\u7b14\u98ce\u683c\u201d\u7684\u7a1a\u62d9\u4e0e\u6e29\u6696\u3002\u8fd9\u79cd\u98ce\u683c\u9009\u62e9\u662f\u6218\u7565\u6027\u7684\uff1a\u5176\u4e00\uff0c\u5b83\u5927\u5e45\u964d\u4f4e\u4e86\u7528\u6237\u7684\u5fc3\u7406\u9884\u671f\uff0c\u4efb\u4f55\u4e0d\u5b8c\u7f8e\u90fd\u53ef\u88ab\u89e3\u8bfb\u4e3a\u201c\u4eba\u60c5\u5473\u201d\uff1b\u5176\u4e8c\uff0c\u8721\u7b14\u8d28\u611f\u5929\u7136\u5173\u8054\u7ae5\u5e74\u3001\u5b89\u5168\u4e0e\u7eaf\u7cb9\u60c5\u611f\uff0c\u5f3a\u5316\u4e86\u4ea7\u54c1\u7684\u60c5\u7eea\u5b9a\u4f4d\u3002\u5176\u4ea4\u4e92\u7684\u6781\u5ea6\u7b80\u5316\uff08\u4e00\u53e5\u8bdd\u751f\u6210\u4e00\u5e45\u753b\uff09\u8fdb\u4e00\u6b65\u5c06\u4f7f\u7528\u8fc7\u7a0b\u4eea\u5f0f\u5316\uff0c\u4f7f\u5176\u4ece\u201c\u751f\u4ea7\u529b\u5de5\u5177\u201d\u8303\u7574\u5265\u79bb\uff0c\u8fdb\u5165\u201c\u6570\u5b57\u73cd\u54c1\u67dc\u201d\u7684\u8303\u7574\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\u662f\u65b0\u9c9c\u611f\u892a\u53bb\u540e\u7684\u7559\u5b58\u96be\u9898\u3002\u5f53\u7528\u6237\u79ef\u7d2f\u4e86\u51e0\u5341\u5e45\u98ce\u683c\u96f7\u540c\u7684\u8721\u7b14\u63d2\u753b\u540e\uff0c\u8fd9\u79cd\u5f62\u5f0f\u7684\u60c5\u7eea\u4ef7\u503c\u662f\u5426\u4f1a\u8fb9\u9645\u6548\u5e94\u9012\u51cf\uff1f\u4ea7\u54c1\u76ee\u524d\u7f3a\u4e4f\u66f4\u6df1\u5c42\u7684\u4e92\u52a8\u6216\u53d9\u4e8b\u7ed3\u6784\uff08\u5982\u65f6\u95f4\u7ebf\u3001\u60c5\u7eea\u56fe\u8c31\u3001\u6545\u4e8b\u4e32\u8054\uff09\uff0c\u8bb0\u5fc6\u5e93\u53ef\u80fd\u6ca6\u4e3a\u9759\u6001\u7684\u9648\u5217\u9986\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u7684\u60f3\u8c61\u529b\u53d7\u9650\u3002\u4f5c\u4e3a\u60c5\u611f\u8bb0\u5f55\u8f7d\u4f53\uff0c\u7528\u6237\u4ed8\u8d39\u8d2d\u4e70\u201c\u5e78\u798f\u611f\u201d\u7684\u610f\u613f\u5b58\u5728\uff0c\u4f46\u5929\u82b1\u677f\u660e\u663e\uff1b\u800c\u82e5\u5411\u793e\u4ea4\u6216\u5185\u5bb9\u5e73\u53f0\u8f6c\u578b\uff0c\u53c8\u4f1a\u7834\u574f\u5176\u79c1\u5bc6\u3001\u7eaf\u7cb9\u7684\u521d\u5fc3\uff0c\u4e0e\u6838\u5fc3\u4ef7\u503c\u4ea7\u751f\u51b2\u7a81\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u50cf\u4e00\u4e2a\u7cbe\u7f8e\u7684\u201c\u6700\u5c0f\u53ef\u884c\u6027\u60c5\u611f\u4ea7\u54c1\u201d\uff08MVEP\uff09\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8eAI\u753b\u5f97\u6709\u591a\u597d\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u56f4\u7ed5\u201c\u6784\u5efa\u4e2a\u4eba\u5e78\u798f\u535a\u7269\u9986\u201d\u8fd9\u4e00\u6838\u5fc3\uff0c\u8bbe\u8ba1\u51fa\u53ef\u6301\u7eed\u7684\u60c5\u611f\u4e92\u52a8\u5faa\u73af\u3002\u4e0b\u4e00\u6b65\u7684\u5173\u952e\uff0c\u6216\u8bb8\u5728\u4e8e\u5982\u4f55\u8ba9\u8fd9\u4e9b\u5b64\u7acb\u7684\u201c\u5e78\u798f\u77ac\u95f4\u201d\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\uff0c\u8ba9\u56de\u987e\u4e0e\u518d\u4f53\u9a8c\u7684\u8fc7\u7a0b\uff0c\u672c\u8eab\u5c31\u80fd\u751f\u6210\u65b0\u7684\u4ef7\u503c\u4e0e\u611f\u52a8\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\">Likii<\/span>\n <\/div>\n<div class=\"comment-content\">Likii is a delightful journaling app that turns your words into art. Simply write down the moments you love – a sunset, a cup of coffee, a smile – and the app creates unique hand-drawn illustrations in a warm, crayon-like style. Features: \u2022 Record moments you like with simple text \u2022 Generate beautiful illustrations automatically \u2022 Collect your memories in a personal gallery<\/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>We believe the things you love deserve a beautiful home. <\/p>\n<p>Likii is like a lovely notebook\u2014the cover fills up with everything you love, and each page holds one thing that makes you happy, illustrated in warm crayon style by AI. <\/p>\n<p>Write “morning coffee” \u2192 get a cozy crayon drawing \u2192 feel that happiness again every time you flip through. (By the way, our profile picture was made with Likii too! \ud83d\udd8d\ufe0f)<\/p>\n<p>What would be on your first page? <\/p>\n<p>\u2014 The Likii Team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@hufozhu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hufozhu<\/a> This feels genuinely charming. Turning small, everyday joys into something tangible and warm is a lovely idea, and the crayon style gives it real emotional texture instead of feeling overly polished or synthetic.<\/p>\n<p>I like how simple the interaction is too. One thought in, one illustrated memory out. That makes it feel more like a personal ritual than a tool.<\/p>\n<p>We see a similar dynamic with Curatora. When ideas are captured and presented with care, they become something people want to revisit, not just scroll past and forget.<\/p>\n<p>Really nice concept. It is easy to imagine people building a little archive of happiness over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/NSQXJRVKHEVQ7G\" class=\"app-title\">ShopFlow Official Launch<\/a><\/p>\n<div class=\"one-liner\">Track. Manage. Grow.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>ShopFlow\u662f\u4e00\u6b3e\u9762\u5411\u5c0f\u578b\u96f6\u552e\u5546\u548c\u8d38\u6613\u5546\u7684\u4e00\u4f53\u5316\u7ba1\u7406\u5e94\u7528\uff0c\u6838\u5fc3\u529f\u80fd\u6574\u5408\u5e93\u5b58\u3001\u9500\u552e\u4e0e\u5458\u5de5\u7ba1\u7406\uff0c\u5728\u5355\u4e00\u5e73\u53f0\u4e0a\u89e3\u51b3\u65e5\u5e38\u8fd0\u8425\u4e2d\u591a\u7cfb\u7edf\u5207\u6362\u3001\u6570\u636e\u5206\u6563\u7684\u6548\u7387\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\/9e40ce05-a952-449b-985c-eed216834aa5.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/kKOXTbHzif4?feature=shared\"><source src=\"https:\/\/youtu.be\/kKOXTbHzif4?feature=shared\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/007e55b9-2c58-479a-bf96-b9b22eda8d24.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/13739e2a-d1ba-4063-b4b6-32c96ceb5c2e.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c37dd2a5-bb73-4540-bcd3-b9d04adf7896.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed23354f-f016-440e-a304-39b9984008bf.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/73de760b-0c69-47cc-af0e-a37d07433f2e.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e5c68290-2b7b-4737-977d-356697b7be1d.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5318101a-e0d6-4132-ad69-838a8b265d5e.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Sales<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Business<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5c0f\u4f01\u4e1a\u7ba1\u7406\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u96f6\u552e\u4e1a\u89e3\u51b3\u65b9\u6848<\/span><br \/>\n <span class=\"tag\">\u5e93\u5b58\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u8ddf\u8e2a<\/span><br \/>\n <span class=\"tag\">\u5458\u5de5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e00\u4f53\u5316\u8fd0\u8425<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5316\u8f6c\u578b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u5b98\u65b9\u4ecb\u7ecd\u6027\u8bc4\u8bba\uff0c\u65e0\u771f\u5b9e\u7528\u6237\u53cd\u9988\u3002\u7f3a\u4e4f\u6709\u6548\u8bc4\u8bba\u6765\u8bc6\u522b\u5b9e\u9645\u4f7f\u7528\u4e2d\u7684\u95ee\u9898\u6216\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n ShopFlow\u5207\u5165\u7684\u662f\u4e00\u4e2a\u62e5\u6324\u4e14\u8ba4\u77e5\u95e8\u69db\u9ad8\u7684\u5e02\u573a\u2014\u2014\u5c0f\u5fae\u4f01\u4e1a\u7ba1\u7406\u8f6f\u4ef6\u3002\u5176\u201call-in-one\u201d\u7684\u5b9a\u4f4d\u770b\u4f3c\u76f4\u51fb\u75db\u70b9\uff0c\u4f46\u6070\u6070\u662f\u6700\u5927\u7684\u98ce\u9669\u6240\u5728\u3002\u5bf9\u4e8e\u5c0f\u672c\u7ecf\u8425\u7684\u5e97\u4e3b\u800c\u8a00\uff0c\u5176\u771f\u5b9e\u9700\u6c42\u5f80\u5f80\u662f\u201c\u591f\u7528\u5c31\u597d\u201d\uff0c\u800c\u975e\u529f\u80fd\u5927\u6742\u70e9\u3002\u4e00\u4e2a\u8bd5\u56fe\u540c\u65f6\u89e3\u51b3\u5e93\u5b58\u3001\u9500\u552e\u3001\u4eba\u529b\u7ba1\u7406\u7684\u5e94\u7528\uff0c\u5f88\u53ef\u80fd\u5728\u6bcf\u4e00\u4e2a\u5782\u76f4\u529f\u80fd\u4e0a\u90fd\u96be\u4ee5\u5ab2\u7f8e\u5355\u70b9\u89e3\u51b3\u65b9\u6848\uff0c\u6700\u7ec8\u6ca6\u4e3a\u201c\u4ec0\u4e48\u90fd\u4e0d\u7cbe\u201d\u7684\u5c34\u5c2c\u4ea7\u54c1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u96f6\u771f\u5b9e\u7528\u6237\u8bc4\u8bba\u7684\u72b6\u6001\uff0c\u66f4\u63ed\u793a\u4e86\u5176\u6838\u5fc3\u56f0\u5883\uff1a\u83b7\u5ba2\u4e0e\u5efa\u7acb\u4fe1\u4efb\u3002\u5c0f\u4f01\u4e1a\u4e3b\u5bf9\u8fd0\u8425\u6570\u636e\u6781\u4e3a\u654f\u611f\uff0c\u8fc1\u79fb\u6210\u672c\u9ad8\uff0c\u4ed6\u4eec\u66f4\u503e\u5411\u4e8e\u4f7f\u7528\u5df2\u88ab\u5e02\u573a\u9a8c\u8bc1\u6216\u6781\u5ea6\u8f7b\u91cf\u7684\u5de5\u5177\u3002ShopFlow\u9700\u8981\u56de\u7b54\u7684\u5173\u952e\u95ee\u9898\u4e0d\u662f\u201c\u529f\u80fd\u6709\u591a\u5c11\u201d\uff0c\u800c\u662f\u201c\u4e3a\u4ec0\u4e48\u662f\u4f60\u201d\uff1f\u662f\u51ed\u501f\u6781\u81f4\u7684\u7528\u6237\u4f53\u9a8c\u3001\u96be\u4ee5\u7f6e\u4fe1\u7684\u4f4e\u4ef7\uff0c\u8fd8\u662f\u4e0e\u7279\u5b9a\u786c\u4ef6\/\u652f\u4ed8\u6e20\u9053\u7684\u6df1\u5ea6\u96c6\u6210\uff1f\u7f3a\u4e4f\u6e05\u6670\u7684\u3001\u96be\u4ee5\u590d\u5236\u7684\u72ec\u7279\u4ef7\u503c\u4e3b\u5f20\uff0c\u4ec5\u9760\u529f\u80fd\u5806\u780c\uff0c\u5728SaaS\u7ea2\u6d77\u4e2d\u5f88\u96be\u6fc0\u8d77\u6c34\u82b1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u673a\u4f1a\u6216\u8bb8\u4e0d\u5728\u4e8e\u201c\u901a\u7528\u7ba1\u7406\u201d\uff0c\u800c\u5728\u4e8e\u6df1\u5165\u67d0\u4e2a\u6781\u5176\u7ec6\u5206\u7684\u96f6\u552e\u4e1a\u6001\uff08\u5982\u72ec\u7acb\u5496\u5561\u9986\u3001\u7cbe\u54c1\u670d\u88c5\u5e97\uff09\uff0c\u505a\u900f\u8be5\u4e1a\u6001\u7684\u4e13\u5c5e\u5de5\u4f5c\u6d41\uff0c\u5f62\u6210\u58c1\u5792\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u5728\u6982\u5ff5\u9636\u6bb5\u770b\u8d77\u6765\u5408\u7406\uff0c\u5374\u96be\u4ee5\u8de8\u8d8a\u65e9\u671f\u91c7\u7528\u8005\u9e3f\u6c9f\u7684\u4ea7\u54c1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">ShopFlow Official Launch<\/span>\n <\/div>\n<div class=\"comment-content\">ShopFlow is your all-in-one small business management app, designed to help shop owners and traders take control of their daily operations. Whether you\u2019re running a retail shop, managing assistants, or keeping track of stock and sales, ShopFlow simplifies everything in one place.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">ShopFlow is your all-in-one small business management app, designed to help shop owners and traders take control of their daily operations. Whether you\u2019re running a retail shop, managing assistants, or keeping track of stock and sales, ShopFlow simplifies everything in one place.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/KATX4NZB76XYCM\" class=\"app-title\">Foodshare<\/a><\/p>\n<div class=\"one-liner\">Share food, not waste. Connect with neighbors who need it.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">5<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Foodshare\u662f\u4e00\u6b3e\u57fa\u4e8e\u5730\u56fe\u7684\u90bb\u91cc\u98df\u7269\u5171\u4eab\u5e94\u7528\uff0c\u901a\u8fc7\u8fde\u63a5\u6709\u5269\u4f59\u98df\u7269\u7684\u5bb6\u5ead\u4e0e\u9644\u8fd1\u9700\u8981\u98df\u7269\u7684\u90bb\u5c45\uff0c\u5728\u65e5\u5e38\u751f\u6d3b\u573a\u666f\u4e2d\u89e3\u51b3\u5bb6\u5ead\u98df\u7269\u6d6a\u8d39\u4e0e\u793e\u533a\u9965\u997f\u5e76\u5b58\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 single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4c45d5ee-9787-4362-a18f-5ae5f9c9f718.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Food & Drink<\/span><br \/>\n <span class=\"tag\">Social Networking<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u98df\u7269\u5171\u4eab<\/span><br \/>\n <span class=\"tag\">\u90bb\u91cc\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u96f6\u6d6a\u8d39<\/span><br \/>\n <span class=\"tag\">\u53ef\u6301\u7eed\u751f\u6d3b<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u4e92\u52a9<\/span><br \/>\n <span class=\"tag\">\u5730\u56fe\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u804a\u5929<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">SwiftUI<\/span><br \/>\n <span class=\"tag\">\u516c\u76ca\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>\u5f00\u53d1\u8005\u4e3b\u52a8\u4ecb\u7ecd\u4e86v3.0\u7684\u6280\u672f\u6808\uff08Swift 6, SwiftUI, Supabase\uff09\u4e0e\u6838\u5fc3\u66f4\u65b0\uff08\u73bb\u7483\u6001UI\u3001\u5730\u56fe\u53d1\u73b0\u3001\u5b9e\u65f6\u804a\u5929\uff09\uff0c\u5e76\u79ef\u6781\u5bfb\u6c42\u53cd\u9988\u548cBeta\u6d4b\u8bd5\u8005\u3002\u76ee\u524d\u6682\u65e0\u5176\u4ed6\u7528\u6237\u8bc4\u8bba\uff0c\u4e3b\u8981\u53cd\u9988\u6e20\u9053\u4e3a\u5f00\u53d1\u8005\u5f15\u5bfc\u7684\u4ea7\u54c1\u65b9\u5411\u63a2\u8ba8\u4e0e\u529f\u80fd\u5efa\u8bae\u5f81\u96c6\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 Foodshare 3.0\u5448\u73b0\u4e86\u4e00\u4e2a\u5178\u578b\u7684\u201c\u5584\u610f\u79d1\u6280\u201d\u6096\u8bba\uff1a\u5176\u613f\u666f\u76f4\u51fb\u7f8e\u56fd40%\u98df\u7269\u6d6a\u8d39\u7684\u793e\u4f1a\u987d\u75be\uff0c\u4f46\u4ea7\u54c1\u5f62\u6001\u5374\u9677\u5165\u4e86\u201c\u90bb\u91cc\u793e\u4ea4\u201d\u4e0e\u201c\u5b9e\u7528\u5de5\u5177\u201d\u7684\u5b9a\u4f4d\u6a21\u7cca\u5730\u5e26\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6838\u5fc3\u903b\u8f91\u770b\u4f3c\u6e05\u6670\u2014\u2014\u5c06\u5bb6\u5ead\u4f59\u7cae\u5bf9\u63a5\u7ed9\u793e\u533a\u9700\u6c42\u8005\uff0c\u4f46\u5176\u771f\u6b63\u7684\u6311\u6218\u8fdc\u975e\u6280\u672f\u91cd\u5efa\u6240\u80fd\u89e3\u51b3\u3002\u5f00\u53d1\u8005\u70ed\u8877\u4e8e\u5c55\u793aSwift 6\u3001SwiftUI\u3001\u73bb\u7483\u7f8e\u5b66\u7b49\u73b0\u4ee3\u6280\u672f\u6808\uff0c\u8fd9\u56fa\u7136\u63d0\u5347\u4e86\u5e94\u7528\u4f53\u9a8c\uff0c\u4f46v3.0\u7684\u672c\u8d28\u4ecd\u662f\u4f18\u5316\u4fe1\u606f\u5339\u914d\uff08\u5730\u56fe\u3001\u804a\u5929\uff09\uff0c\u5e76\u672a\u89e6\u53ca\u98df\u7269\u5171\u4eab\u6700\u68d8\u624b\u7684\u4fe1\u4efb\u3001\u5b89\u5168\u4e0e\u52a8\u673a\u95ee\u9898\u3002\u7528\u6237\u4e3a\u4f55\u8981\u8d39\u5fc3\u62cd\u7167\u3001\u4e0a\u4f20\u3001\u534f\u8c03\u4ea4\u63a5\uff0c\u53ea\u4e3a\u9001\u51fa\u51e0\u9897\u756a\u8304\u6216\u534a\u6761\u9762\u5305\uff1f\u800c\u63a5\u6536\u65b9\u53c8\u662f\u5426\u613f\u610f\u4e3a\u4e0d\u786e\u5b9a\u7684\u3001\u975e\u6807\u51c6\u5316\u7684\u5269\u4f59\u98df\u7269\u627f\u62c5\u793e\u4ea4\u6210\u672c\u751a\u81f3\u5b89\u5168\u98ce\u9669\uff1f\u8fd9\u6bd4\u201cToo Good To Go\u201d\u7684\u6807\u51c6\u5316\u5546\u6237\u4f59\u91cf\u5904\u7406\u590d\u6742\u5f97\u591a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u533a\u7684\u51b7\u6e05\uff08\u4ec5\u5f00\u53d1\u8005\u81ea\u8ff0\uff09\u4e0e\u8f83\u4f4e\u7684\u6295\u7968\u6570\uff0c\u6216\u8bb8\u5df2\u6298\u5c04\u51fa\u5e02\u573a\u6700\u771f\u5b9e\u7684\u65e9\u671f\u53cd\u9988\uff1a\u6982\u5ff5\u83b7\u8d5e\u6613\uff0c\u5efa\u7acb\u53ef\u6301\u7eed\u7684\u7528\u6237\u884c\u4e3a\u4e0e\u793e\u533a\u7f51\u7edc\u6781\u96be\u3002\u4ea7\u54c1\u82e5\u4ec5\u4f5c\u4e3a\u201c\u6280\u672f\u6f14\u793a\u201d\u6216\u201c\u60c5\u6000\u9879\u76ee\u201d\uff0c\u5176\u793e\u4f1a\u4ef7\u503c\u5c06\u6b62\u6b65\u4e8e\u5c0f\u4f17\u5b9e\u9a8c\u3002\u8981\u7a81\u7834\u74f6\u9888\uff0c\u5b83\u6216\u8bb8\u9700\u8981\u66f4\u6df1\u5165\u7684\u601d\u8003\uff1a\u662f\u5f3a\u5316\u5de5\u5177\u5c5e\u6027\uff08\u5982\u96c6\u6210\u98df\u7269\u4fdd\u5b58\u6307\u5357\u3001\u53d6\u8d27\u6807\u51c6\u5316\u6d41\u7a0b\uff09\uff0c\u8fd8\u662f\u6df1\u5316\u793e\u533a\u6784\u5efa\uff08\u5982\u5efa\u7acb\u4fe1\u8a89\u7cfb\u7edf\u3001\u4e0e\u793e\u533a\u7ec4\u7ec7\u5408\u4f5c\uff09\uff0c\u6216\u662f\u5f7b\u5e95\u8f6c\u5411\u66f4\u8f7b\u91cf\u7684\u4fe1\u606f\u5e73\u53f0\u89d2\u8272\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u201c\u9510\u8bc4\u201d\u5728\u4e8e\uff1a\u89e3\u51b3\u98df\u7269\u6d6a\u8d39\uff0cApp\u53ea\u662f\u4e00\u4e2a\u53ef\u80fd\u5165\u53e3\uff1b\u82e5\u6ca1\u6709\u5bf9\u4eba\u6027\u52a8\u673a\u3001\u793e\u533a\u52a8\u529b\u5b66\u53ca\u7ebf\u4e0b\u5c65\u7ea6\u590d\u6742\u6027\u7684\u6df1\u523b\u8bbe\u8ba1\uff0c\u518d\u4f18\u96c5\u7684\u4ee3\u7801\u4e0e\u754c\u9762\uff0c\u4e5f\u53ef\u80fd\u53ea\u662f\u6570\u5b57\u65f6\u4ee3\u7684\u4e4c\u6258\u90a6\u6837\u677f\u95f4\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\">Foodshare<\/span>\n <\/div>\n<div class=\"comment-content\">\ud83d\udc4b Hey Product Hunt! I’m back with Foodshare 3.0 \u2014 a complete rebuild of my foodsharing app for iOS. The problem: 40% of food in the US goes to waste while millions go hungry. Most of it happens at home \u2014 that extra bread, leftover party food, or garden tomatoes you can’t eat fast enough. The solution: Foodshare connects you with neighbors who can use your surplus food. It’s like To Good To Go meets Nextdoor.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for checking out Foodshare! This is my third iteration \u2014 learned a ton from the first two versions.<\/p>\n<p>Happy to answer any questions about the product direction or the tech stack (Swift 6, SwiftUI, Supabase). Feedback is gold! \ud83d\ude4f<\/p>\n<p>What’s new in v3:<\/p>\n<p>\ud83c\udfa8 Completely redesigned with a premium glassmorphism UI<br \/>\ud83d\uddfa\ufe0f Map-based discovery to find food nearby<br \/>\ud83d\udcac Real-time chat for coordinating pickups<br \/>\ud83d\udd10 Apple & Google sign-in<br \/>\u26a1 Built with SwiftUI & Supabase for speed<\/p>\n<p>Looking for beta testers! Join via TestFlight: \ud83d\udc49 <a href=\"https:\/\/testflight.apple.com\/join\/2lM11HSf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/testflight.apple.com\/joi…<\/a><\/p>\n<p>Would love your feedback. What features would make you actually use a foodsharing 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<\/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 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