AI outfit changer

AI Outfit Changer

Frequently Asked Questions

What to know about the planned outfit preview experience.

Real AI generation is not available yet. Images are original concept illustrations.
Explore the demo

Current availability

Real AI generation is not connected yet. Images shown in the interface are examples.

The idea in pictures

A new layer for an everyday look

Move the slider to explore the change, then see the person and clothing reference side by side.

A new layer for an everyday look — Before
BeforeAfter
Drag or use arrow keys to compare
A new layer for an everyday look — Before
Before
A new layer for an everyday look — Denim jacket
Denim jacket
A new layer for an everyday look — After
After

Original AI-created concept illustration, not an output from this site. Results vary and do not indicate size or fit.

A cardigan for a day out

Move the slider to explore the change, then see the person and clothing reference side by side.

A cardigan for a day out — Before
BeforeAfter
Drag or use arrow keys to compare
A cardigan for a day out — Before
Before
A cardigan for a day out — Sage cardigan
Sage cardigan
A cardigan for a day out — After
After

Original AI-created concept illustration, not an output from this site. Results vary and do not indicate size or fit.

A relaxed layer at home

Move the slider to explore the change, then see the person and clothing reference side by side.

A relaxed layer at home — Before
BeforeAfter
Drag or use arrow keys to compare
A relaxed layer at home — Before
Before
A relaxed layer at home — Navy overshirt
Navy overshirt
A relaxed layer at home — After
After

Original AI-created concept illustration, not an output from this site. Results vary and do not indicate size or fit.

Questions and answers

Is AI outfit generation available now?

Not yet. The workbench currently offers image selection and local previews; real generation is not open to the public.

How many clothing images can I add?

The workbench accepts up to five clothing references alongside one person photo. You can remove or replace a reference before submitting.

Which image formats and sizes are supported?

Choose JPG, PNG or WebP images up to 2 MB each. The combined upload must not exceed 10 MB.

Can an AI image tell me my size or fit?

No. A generated image would be a visual preview; it cannot confirm measurements, comfort or how fabric behaves. Consult the retailer’s size chart.

What happens when I choose a photo?

Choosing a photo displays a local browser preview. When generation is enabled for an authorized user, submitting sends the selected images to the site; generation is currently unavailable to the public.

Are the before and after images real results from this site?

No. The comparison shown on the homepage is an original AI-created illustration, not a result generated by this site.

Can I try a description instead of clothing photos?

The workbench includes a description mode for the planned generation experience. Real generation is not open to the public yet.

When will pricing be available?

Plans and pricing will be published when the generation service is ready.