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Dashboard Classifies Short-Form Videos

Claire Li built a dashboard around Jev that classified 1,004 TikToks and Reels across eight dimensions, including hook type, format, script structure, CTA placement, and creator persona.

View on X costabout $0.07 in estimated model cost
Claire Li@thisisclaireli๐•
Jev classified 1,004 TikToks & Reels for about $0.07 in estimated model cost ๐Ÿ˜‚ i'd saved hundreds of videos that went viral or converted well. figuring out why was still a coin toss. so i built a dashboard around Jev. it labels every video across 8 dimensions: hook type, format, script structure, CTA placement, creator persona, and more. i can filter by hook and format, compare views and saves, an
Sep 19, 2026X postsView on X
Li had saved hundreds of videos that went viral or converted well, but figuring out why was still a coin toss. The dashboard lets her filter by hook and format and compare views and saves. The classification cost was reported as about $0.07 in estimated model cost.

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