What Makes a Clip Go Viral? Inside the Clip Potential Score
Ask ten editors which moment in an episode will pop and you will get ten defensible answers. But across millions of short-form clips, the ones that travel share a recognizable anatomy — and it is learnable enough that software can score for it.
The anatomy of a clip that travels
The first two seconds decide everything. A viewer mid-scroll gives a clip almost no runway, so strong clips open on the hook itself: a surprising claim, a bold opinion, a question the viewer instantly wants answered, or a story already in motion. Context-setting is death; the clip must make sense from its own first sentence.
After the hook, what matters is the payoff — the clip has to cash the check the hook wrote, inside the clip. And the whole arc has to fit a length viewers will finish, because completion rate is the signal every vertical platform's algorithm optimizes hardest.
How TeraClip scores candidate moments
TeraClip transcribes your full video, then evaluates candidate moments against those patterns — hook strength, self-containedness, payoff, quotability, and arc — assigning each clip a Clip Potential score from 0 to 100. The pipeline keeps up to ten of the strongest per upload and cuts them on sentence boundaries so the hook genuinely opens the clip.
The score is a ranking tool, not a prophecy. What it removes is the blank-page problem: instead of scrubbing an hour of footage wondering what might work, you start from a ranked shortlist and apply your own taste on top.
How to use scores in practice
Post your highest-scoring clip first — it is your best shot at reach, and early performance helps the rest of the week. Spread the remaining clips across daily slots rather than dumping them at once. And watch your own results: if your audience consistently loves a style the score ranks mid-pack, that is real information about your niche that no general model has.
Virality can't be guaranteed, but clip selection doesn't have to be a coin flip. Upload an episode and see what your footage scores — the free plan includes 30 credits every month.
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