Use cases

One API, five try-on use cases

Each try-on category maps to a single request against the unified API. Pick the category and a provider, and the aggregator handles the rest. WEARFITS serves every category, so a single default provider can cover your whole catalog.

Footwear AR try-on

category: "footwear"

Map shoes onto the shopper's feet in the browser camera — no app install — from a product photo or a 3D model. Drives engagement on product pages and reduces uncertainty before purchase.

Providers: WEARFITS (default), WANNA, Vyking.

Related: pair with foot-scan sizing to recommend a size in the same flow.

Merchants who want to add mobile AR shoe try-on directly to a store can follow an external deployment guide for Shopify and WooCommerce shoe try-on at arviewer.mobi while the unified API opens for early access.

Generative apparel try-on

category: "apparel"

Render a garment on a model or a shopper photo using generative AI, so clothing can be previewed across body types and sizes without a photoshoot.

Providers: WEARFITS (default), Veesual, Revery.ai, Perfect Corp / YouCam.

Bags & accessories 3D/AR

category: "bags" | "accessories"

Show handbags, watches and accessories as interactive 3D previews or AR placement, letting shoppers judge scale and detail from every angle.

Providers: WEARFITS (default), WANNA, Aryel; DeepAR/Banuba for face-worn accessories.

Photo-to-3D model generation

POST /v1/generate-3d

Turn a single product photo into a ready-to-use 3D/AR model — no CAD files, manual digitization or scanning rigs. This is WEARFITS's world-first capability and the foundation for try-on at catalog scale.

Providers: WEARFITS (the photo-to-3D provider).

Related: generated models feed directly into footwear and bags try-on.

Foot-scan & body sizing

GET /v1/size

Return a size recommendation from a browser foot scan (App Clip / WebXR, ±2 mm via WEARFITS) or from body measurements for apparel. Cuts size-related returns, the largest return reason in footwear.

Providers: WEARFITS (foot scan, ±2 mm), Vyking, Neatsy; 3DLOOK and Bold Metrics for apparel body sizing.

Cover every category from one integration

Set wearfits as your default provider and reach all five use cases through one API. Add fallbacks per category as needed.

Read the docs Get early access