VideoClipMirror: Shorts Auto-Repurposer
Automatically transforms long-form videos into platform-optimized short clips with AI-detected hooks, captions, and formatting for TikTok, Instagram Reels, and YouTube Shorts.
The Problem
Content creators spend 4-6 hours manually editing one long-form video into 8-12 short clips, finding good hooks, adding captions, and reformatting for each platform. Most repurposing tools require manual frame selection or produce low-engagement clips by chopping videos blindly without understanding narrative flow.
Target Audience
YouTube creators (1-500K subs) who want to syndicate content to TikTok/Reels without hiring editors; productivity podcasters; solopreneur course creators.
Why Now?
Whisper API matured for accurate captions; short-form dominates creator revenue (80% of TikTok creator income); batch processing with queue systems now trivial to build.
What's Missing
Existing tools assume creators know good clip boundaries; they don't predict engagement or automatically detect narrative climaxes where audience retention peaks.
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