Workflow: Mine Viral TikTok Data with revid, Let AI Agent Write Hooks From What Worked
tibo_maker · x · 2026-09-08
tibomaker shares an agent workflow for reverse-engineering viral videos: run revid search "topic" -- to pull the 12 top-performing videos on any topic, each with full transcripts, hooks, views/likes/comments/shares, and a hosted mp4 — his first search surfaced a video with 15.4M views.
Hand the batch to Squad, Claude, or ChatGPT to extract patterns across hooks and scripts, then generate your next video's hook and script grounded in what actually worked last week. Sources span TikTok, YouTube, Instagram, X, Reddit, Threads, and LinkedIn.
The pitch: your agent has never seen a video go viral and writes from memory — this grounds it in recent proven data.
Related event: Revid offers MCP/CLI/API access for end-to-end AI video generation(2 posts)→
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