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Feature · Available on all plans

Clip Finder

The transcript-ranking engine behind Viral Moments — 0–100 scores, plain-English reasons, zero silence-slicing.

0–100

Virality score on every clip, with reasoning

8–14

Clips surfaced per 40-minute recording

3

Buckets — FIRE, STRONG, OK — for fast triage

94FIRESpeed isn't about effort.
87STRONGMost creators plateau here.
82STRONGAlgorithm doesn’t care.
71OKHere's the real trap.

The problem

Not every clip is a hook — most tools don’t know the difference.

Clip Finders that just slice by silence or length surface a lot of filler. You end up scrubbing through clips that hit the technical requirements but have no pull. That’s 20 minutes per recording of "did I already watch this one?" scrolling.

How we solve it

Score first, preview second.

Every clip gets a 0-100 virality score based on hook strength, emotional peak analysis, and narrative completeness. Clips land in one of three buckets: FIRE (90+), STRONG (75-89), OK (50-74). You pick from the top of the list and the rest is ignored.

  • Hook strength — does the first line earn the next seven?
  • Emotional peak — is there a moment worth remembering?
  • Narrative completeness — does it stand alone without context?

The output

Plain-English reasoning, not just a number.

Each clip surfaces a short "why this works" note so you know whether to trust the score. Example: opens with a surprising claim — "Speed isn’t about effort" — and delivers the reversal within 12 seconds. Classic pattern-interrupt hook. You get intuition and pattern recognition, not just ranking.

Works well with

Frequently asked

How is Clip Finder different from Viral Moments?

Clip Finder is the underlying detection engine that ranks transcript moments 0 to 100; Viral Moments is the full pipeline that renders and publishes from those picks. Clip Finder is also available standalone.

How does it rank clips?

It scores every clip 0 to 100 on hook strength, emotional peak, and narrative completeness, then sorts them into three buckets — FIRE (90+), STRONG (75 to 89), and OK (50 to 74) — with a plain-English reason for each.

Is Clip Finder free to use?

Yes. Clip Finder is available on all plans, including the free $0 plan with 10 AI minutes per month and no credit card required.

Try Clip Finder on your next recording.

Free tier, no credit card. Your first draft lands in about two minutes.

Start free — no card

More from Clipflow

Pairs well with

Other Clipflow surfaces that creators using Clip Finder typically reach for next.