DESIGN

The right picture for the scene — fetched, judged, or generated.

Scenes that need imagery get it automatically. A vision pass reranks stock candidates against the scene’s intent and rejects wrong-subject results; AI images and short clips fill in where stock falls short, inside a per-video budget.

PexelsUnsplashAI imagesAI clipsVision rerank

What it does

The detail that makes it work.

Reranked, not first-hit

Eight candidates per query, judged as thumbnails before anything downloads. A wrong subject is rejected, not shipped.

Image-first video

AI video clips animate a still you have already approved, so motion never changes the picture.

Budgeted by design

Paid media runs inside a per-video cap and degrades gracefully: AI clip → stock clip → AI image → stock photo.

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More in author visually

Pairs well with these.

Build a course with stock + ai imagery.

It’s one part of a tool that carries your source all the way to a polished, finished video.

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