The AI Viral Clip Finder: Every Shareable Moment, Ranked
Somewhere in your two-hour recording is the 40 seconds that would actually travel — and no human wants to scrub for it. OpenClip's viral clip detector scans the full video, scores every candidate moment for hook strength, emotional charge, and shareability, and hands you a ranked list instead of a guess.
Scenario
The hardest problem in short-form repurposing isn't cutting, cropping, or captioning — it's finding. Given a two-hour recording, which 40 seconds deserve to be posted? Creators answer this by intuition (biased toward moments they remember, not moments audiences respond to), by scrubbing (hours of tedium that gets skipped under deadline), or by clipping whatever the intro was (the worst moment of most recordings). A viral clip finder replaces the guess with a scored search. OpenClip transcribes the entire video and evaluates every candidate segment against the traits that shared clips measurably have: a hook in the first two seconds, a complete emotional or informational arc inside 15-90 seconds, quotable phrasing, tension with a payoff, and claims strong enough to spark comments. Each candidate gets scored and the full set comes back ranked — the finder's output is a shortlist, with the finding already done. This page is about that detector intent specifically: if you want the full automated pipeline those detections feed (auto-cropping, captioning, batch workflows), the auto-detect-viral-moments workflow covers the end-to-end automation. The finder is the answer to a simpler, sharper question: out of everything I recorded, what's worth posting — and in what order?
Workflow
Upload any long-form video
Podcast episode, stream VOD, keynote, interview, webinar — the finder is content-agnostic. If people talk in it, it can be scored.
AI transcribes every spoken word
The full recording becomes a word-level transcript — the search space the detector evaluates, second by second.
Every candidate moment gets scored
Segments are evaluated for hook strength, emotional intensity, quotability, arc completeness, and comment-bait potential — the measurable anatomy of clips that travel.
Review the ranked shortlist
You get 5-15 candidates ordered by score, each with its transcript visible — judge the AI's picks in seconds instead of scrubbing hours of footage yourself.
Export the winners, captioned and vertical
Chosen clips export in 9:16 with word-level captions burned in — the found moments, made postable in the same pass.
Benefits
Key Metrics
5-15
Ranked candidates per video
2-4 hrs/video
Scrubbing time replaced
First 2 sec
Hook window scored
15-90 sec
Clip arc length
Features
Virality Scoring Engine
Every candidate segment is scored on hook strength, emotional charge, quotability, and arc completeness — the measurable traits of clips that travel.
Hook-First Analysis
Feeds decide in the first two seconds; so does the detector. Segments that open with a question, a bold claim, or mid-action tension score accordingly.
Ranked, Not Random
The output is an ordered shortlist — your strongest moment first — so limited posting slots always go to the highest-scoring material.
Full-Recording Coverage
The detector evaluates the entire transcript with equal attention, surfacing the brilliant tangent at minute 74 that a tired human scrub would miss.
Found Clips, Finished Clips
Winners export with word-level captions and 9:16 framing in the same pass — discovery and production in one workflow.
Learn What Scores High
Seeing which of your moments rank teaches the pattern — creators report their live delivery improves once they know what the detector (and the feed) rewards.
Frequently Asked Questions
Stop Guessing Which Moment Was the Good One
Upload your recording and get every shareable moment found, scored, and ranked — then export the winners captioned and ready to post.