on every body type
A shoot per variant is why most labels only show one. Generate the full range on models that look like the people buying, then cut the campaign video from the same session.
Flat lay or mannequin in. On-model stills and 9:16 video out.
What is fashion & apparel content?
Fashion and apparel content is the on-model photography, lookbook imagery and campaign video a clothing brand needs for every style, colourway and size it sells. APImage generates it from flat or mannequin shots: the garment placed on a range of models and body types, styled into a consistent lookbook, and turned into short vertical video, which removes the shoot-per-variant cost that stops small labels showing their full range.
Every variant
Shown
Each colourway on a model, instead of one hero shot and a colour swatch.
Multiple bodies
Same garment
Represent the range of people actually ordering, without casting each one.
One session
Stills and video
Lookbook, PDP images and the vertical campaign cut from the same source.
- Independent labels with more SKUs than shoot budget
- Brands that need to show real size and body diversity
- Wholesale sellers who receive flat product shots and nothing else
Four steps, in the order that actually works.
- 01
Start with a clean garment shot
Flat lay or on a mannequin, evenly lit, no wrinkles you would not want in the final image. Fabric texture in the source is what makes the result convincing.
- 02
Choose and lock the models
Generate the faces and bodies once, save them, and reuse across the collection so the lookbook holds together.
- 03
Build the lookbook
Same light, same location language, every piece. Consistency is what makes a small label look established.
- 04
Cut the social version
Vertical clips of the garment moving, which is the only way to show drape and weight on a feed.
The formats this use case runs on, and the tool that produces each one.
On-model apparel shots
The garment worn, in the styling and setting the brand lives in.
Open the toolFootwear on foot
Shoes shown worn and in motion, not just on a plinth.
Open the toolLookbook and campaign stills
A whole collection styled as one shoot.
Open the toolRunway-style clips
Vertical video showing movement, drape and fit.
Open the toolEvery one of these is also a REST endpoint and an MCP tool.
Every colourway
Lookbooks, on-model shots and campaign video without booking a studio.





