AI Outfit Changer
Frequently Asked Questions
What to know about the planned outfit preview experience.
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.




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.




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.




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.