Score the Clip Before You Cut It
The real cost in a clipping channel isn't editing time — it's editing clips that were never going to work. A five-minute check before you open the editor changes that.
Every clipping or repost channel runs on the same math: find a clip, cut it, post it, see what happens. The part nobody accounts for is how much of that cycle is spent on clips that were dead on arrival — no real hook, a punchline that doesn't land without context, or footage carrying more copyright risk than the channel can absorb.
Editing time is the expensive part, not the clip itself
Finding a clip costs a few minutes of scrolling. Editing it — cutting for pacing, reframing to 9:16, writing captions for three platforms — costs an hour or more. When that hour goes into something that never had a real shot, the loss isn't the clip. It's every other clip that hour could have gone into instead.
The fix isn't editing faster. It's deciding earlier — before the hour is spent, not after.
What to check before you open the editor
Three questions, asked in order:
Does it have a real hook — something that lands in the first three seconds without needing the rest of the video for context? A clip that only makes sense with a setup is a clip that loses most viewers before the payoff.
What's the copyright exposure, honestly? Reaction and commentary framing helps, but "I added commentary" isn't a blanket shield, and a takedown after the edit is done is a worse outcome than skipping the clip.
Would the caption write itself? If the core moment is hard to describe in one line, it's usually hard to make land in fifteen seconds too.
None of this requires guessing. It requires answering those three questions with the same discipline every time, before the editing timeline is open — which is tedious to do by hand across a real volume of candidate clips, and exactly the kind of check that's worth automating.
Automating the check, not the judgment
That's what the Clip Scoring API does: one call, given a description of a clip (and a source URL if you have one), returns a virality score, a copyright-risk read with actual reasoning behind it — not a keyword flag — draft captions for YouTube, TikTok, and Instagram, and a plain repost-or-skip recommendation with a confidence score. It's currently in beta, billed manually (€29/month flat or €0.015 per call pay-as-you-go, no card form on the site), built by a team that runs a real clip-reposting operation on the same evaluation internally.
Details and how to request access: nexalabs.tech/products/clip-scoring-api