AI model for clothing brands

An AI model for your clothing brand

An AI model for a clothing brand is a generated person you create once, save, and put every product on. Describe the model or upload reference photos, and every product photo you send after that comes back on the same person: listing photos, detail shots and short clips.

Get a demo See per-model rates

Saved AI model wearing a zip hoodie over a heavyweight tee in a full-body listing shot, generated by Uwear from the product photos with Gemini Pro at 2K

Zip hoodie over a heavyweight tee, full-body listing shot on the saved model. The two pairs below are the same person and the same garments.

Mechanism

How an AI model for your clothing brand works

Product photo of a zip hoodie, the input for the on-model photos — Zip hoodie, upper-body detail on the same model

Upper-body detail of the same zip hoodie on the saved AI model, a camera edit of the listing shot — Zip hoodie, upper-body detail on the same model

Product photo of the heavyweight tee worn under the hoodie — Same garments, campaign direction, same model

The same zip hoodie and heavyweight tee on the saved AI model in a brick street campaign setting — Same garments, campaign direction, same model

You create the model once, from a description or from reference photos, and Uwear saves it as a person in your library. Every photo you generate after that receives it, so the face and body carry from one product to the next. The pairs below are two product photos and what came back on the model saved for this brand: an upper-body detail of the hoodie, and the same outfit in a street setting. The set, light and framing are saved the same way, as an art direction, so a new product lands in the same world as the last one. Both photos were made with the Gemini Pro image model at 2K, 5 credits each.

In numbers

What an AI model costs a clothing brand

Creating the model	1 credit, once	From a description or reference photos. Saving a model from a photo you already generated is free.
A photo on the model	From 3 credits, $0.30	Nano Banana 2 at 1K. 5 credits at 2K or with Nano Banana Pro. A credit is $0.10, with no subscription, and credits never expire.
Back and detail views	Priced as photos	Camera edits: the approved front photo re-framed, so the person, light and set carry over.
A 5-second clip	23 credits	Kling 3 Pro from an approved photo of the model. The Product page set run adds a 360-degree turn per garment.
The quality check	Free, optional	Rejects a photo that shows a different person, or a garment that drifted from its product photo, and can retry it. A retry is priced as a new photo.
More than one model	As many as you save	One per line, one per market, or a size range on the same garment.
A 300-product range	From 2,700 credits, $270	Three photos per product at 3 credits, before any retries. The estimate is shown before you approve.
Where it runs	Web app, API, or ChatGPT and Claude	Assistants use the Uwear MCP server, the connector that lets them plan a job and wait for your approval.

Workflow

Set up an AI model for your clothing brand in three steps

Choose or describe the model
Pick one from the library, or describe the one you want: age, build, skin tone, hair, styling. Reference photos work too. Save it.
Put the range on it
Upload flat lays, packshots or supplier photos and run the batch. Every product is generated on the saved model, in the saved art direction.
Approve and deliver
Turn on the free quality check if you want drift caught before you see it, approve the credit estimate, then deliver to your store, your systems or your library.

Twelve products on one AI model you create and save in Uwear Studio: the whole range from one message to ChatGPT or Claude connected to Uwear, or one product at a time in Studio. Watch on YouTube.

Run it from your assistant

Put your range on your AI model from ChatGPT or Claude

Connect the Uwear MCP server to ChatGPT, Claude, or Codex and ask for the Product page set template. It is a batch workflow that runs once per garment: front, upper-body, and back product-page shots on a white studio background, plus a 360-degree video, from one garment photo. Create and save the model in Uwear Studio first. Any Uwear account can load the template by name, and the assistant shows the credit cost before anything is generated.

For campaign photos of the same model in a lifestyle setting, ask for the "Instagram drop" template instead.

Copy this prompt into your assistant

Connect to the Uwear MCP server, find the model I saved for my brand, then load the "Product page set" template and run it on my product photos with that model. Turn the quality check on and show me the credit estimate before generating.

Set up the MCP server

Questions about AI models for clothing brands

Yes. Describe the model you want, or upload reference photos, and Uwear saves the result as a model in your library. From then on every product you generate can use that model. Use reference photos only of people who have agreed to it; a model built from a real person is a likeness you are responsible for.

That is what saving it is for. The model is stored once and every generation receives it, together with the saved art direction for the set, light and framing. When the quality check is on, a photo that shows a different person is rejected and retried before it reaches you.

Creating the model costs 1 credit, once, and saving one from a photo you already generated is free. Each photo on the model costs from 3 credits ($0.30) with Nano Banana 2 at 1K, and a 5-second clip costs 23 credits. Credits are $0.10 each, with no subscription, and they never expire. The quality check is free; a retry is priced as a new photo.

The photo you upload is the reference. Silhouette, colour, print and construction carry over from it, and the check compares each result with it when you turn it on. Uwear does not offer a fidelity guarantee; it offers the check, the retry and an approval queue where you see the rejected takes as well as the accepted ones.

Yes. The Shopify guide covers running the Product page set from an assistant connected to both Shopify and Uwear, and delivering the photos to the product page. Other stores use the REST API; WooCommerce, Magento 2, Amazon and Salesforce Commerce Cloud have their own guides.