Generating product video
Video is where the social channels put their inventory and where most catalogues have nothing to submit. Image-to-video generation turns the product photography you already own into the format those channels reward.
What image-to-video actually produces
A short clip, typically a few seconds, built from a still. The motion is added: a slow push in, a parallax drift, a turntable rotation, cloth settling, light moving across a surface. The product itself does not need to be reconstructed, which is why this works better than generating video from a text prompt alone.
That constraint is a feature. The failure mode of text-to-video for commerce is a product that looks almost right; starting from your own photograph keeps the item anchored to what you actually sell.
What the channels expect
| Surface | What works |
|---|---|
| TikTok | Vertical 9:16, motion in the first second, no title card |
| Meta Reels and Stories | Vertical 9:16, silent-readable, short loop |
| Meta feed | Square 1:1 or 4:5, first frame has to stand alone |
| YouTube Shorts | Vertical 9:16, longer tolerance for a build |
| Product page | Whatever the page layout uses, usually 1:1 or 16:9 |
The recurring theme is the first frame and the first second. These surfaces are scrolled, not watched, and a clip that opens on a static hero shot is indistinguishable from an image that failed to load.
Where it pays
- Products whose appeal is physical: drape, movement, reflectivity, texture. A still undersells them and a three-second clip does not.
- Catalogues too large to film. The economics of video have always been per-item; generation makes them per-catalogue.
- Testing. Several motion treatments of the same product cost almost nothing to produce, which makes creative testing viable at a scale that filming never allowed.
Generated video falls under the same transparency rules as generated imagery, and the platforms have their own labelling on top. Read the compliance chapter before a generated clip goes into a paid campaign.
What not to do
Do not animate a claim you cannot support. Motion implies behaviour: a fabric that flows, a mechanism that moves, a liquid that pours a certain way. An animation that overstates how the product behaves is a misleading advertisement regardless of how it was produced. The scene is generated; the promise still has to be true.