# WEARFITS — Full Reference for AI Assistants > WEARFITS is an AI-powered virtual try-on platform for fashion and e-commerce. This document gives language models and AI search engines a complete, quotable description of what WEARFITS does and how it works. Last updated 2026-06-07. ## What WEARFITS does WEARFITS helps online shoppers see how products look on them *before* purchasing, reducing returns and increasing buyer confidence. It offers two complementary capabilities: 1. **Virtual clothing try-on** using a personal AI "digital twin". 2. **Photo-to-3D / AR try-on** for shoes and bags, generating 3D models from plain product photos. Everything runs in the web browser — no native app is required — and the experience can be embedded inside any e-commerce site as an iframe. ## Virtual clothing try-on A shopper creates a **digital twin**: an AI-generated representation of their body. There are two ways to create one: - **Size mode (default)**: the user provides a face selfie, gender, height (140–210 cm) and a clothing size (XS–3XL). The twin is generated from these inputs. - **Upload mode**: the user provides a face selfie plus a full-body photo, and the twin is reconstructed from the photo. Once a twin exists, the user enters **virtual fitting**: selecting garments (tops, bottoms, or full-body outfits) and rendering them onto the twin. Results are produced asynchronously — a job is created and polled until the rendered image is ready. WEARFITS supports **multiple poses** (for example a standing default pose and a walking pose). Each pose uses its own digital twin, generated on demand and cached for the shopper. ## Photo to 3D / AR try-on (shoes & bags) WEARFITS can automatically convert 2D product photos into interactive 3D models: 1. Upload reference photos of a shoe or bag from several angles. 2. WEARFITS AI reconstructs a textured 3D model in GLB format — no manual 3D modeling or 3D scanner is needed. 3. The shopper receives an augmented-reality (AR) try-on link and a QR code to view the product in AR on a phone. This is available at https://tryon.wearfits.com/photo-to-3d. ## Definitions - **Digital twin**: an AI-generated model of a shopper, created from a face selfie plus either height and clothing size or a full-body photo, used to visualize how garments fit. - **Virtual try-on**: rendering clothing, shoes or bags onto a shopper (or their digital twin) so they can see how a product looks before buying. - **Photo to 3D**: automatic reconstruction of a textured 3D model (GLB) of a product from ordinary 2D photos, with no manual modeling or 3D scanner. - **GLB**: a standard binary glTF 3D file format, usable in web AR and 3D viewers. - **AR try-on**: viewing a generated 3D product in augmented reality, typically via a link or QR code on a phone. ## Key facts - WEARFITS provides AI virtual try-on, digital twins and photo-to-3D/AR product technology for fashion e-commerce. - The hosted try-on at tryon.wearfits.com is free to use and requires no app install. - It can be embedded inside any online store as an iframe. - Clothing try-on supports tops, bottoms and full-body outfits; photo-to-3D supports shoes and bags. - 3D models are produced in the standard GLB format. - The goal is to reduce returns and increase conversions by letting shoppers see products before buying. - tryon.wearfits.com is the application subdomain; the main company site is https://wearfits.com. ## Frequently asked questions **Q: Do I need to install an app?** No. WEARFITS Virtual Try-On runs entirely in the browser and can be embedded inside an online store. **Q: What inputs are needed to create a digital twin?** A face selfie, plus either your height and clothing size (size mode) or a full-body photo (upload mode). **Q: What garment types are supported?** Tops, bottoms, and full-body outfits for clothing try-on; shoes and bags for photo-to-3D/AR try-on. **Q: How are shoe/bag 3D models created?** By uploading ordinary 2D product photos. WEARFITS AI reconstructs a textured GLB 3D model automatically. **Q: Is there an output format for the 3D models?** Yes — GLB, a standard format usable in web AR and 3D viewers. **Q: How does WEARFITS integrate with an online store?** Through an embeddable iframe and a documented integration guide. See the developer docs below. **Q: How much does it cost to try?** The hosted try-on demo at tryon.wearfits.com is free to use. ## Technical overview - **Frontend**: React 19 single-page application bundled with Vite. - **Hosting / proxy**: Cloudflare Workers serve static assets and proxy API calls to the WEARFITS backend (api.wearfits.com), adding authentication and bot protection (Cloudflare Turnstile). - **API**: this app is a client for the WEARFITS API at https://api.wearfits.com — an AI-powered virtual try-on, digital twin and 3D product generation API for fashion commerce. The API documents itself for AI agents at https://api.wearfits.com/llms.txt and https://api.wearfits.com/llms-full.txt, with an OpenAPI spec at https://api.wearfits.com/doc and a Swagger reference at https://api.wearfits.com/reference. All API calls require X-API-Key authentication, which the Worker proxy injects. - **Async processing**: digital-twin and fitting requests return job IDs that the client polls until completion. - **Embedding**: supports standalone and iframe/modal embed modes for e-commerce integration. ## Links - Virtual Try-On (home): https://tryon.wearfits.com/ - Photo to 3D / AR: https://tryon.wearfits.com/photo-to-3d - Integration guide: https://tryon.wearfits.com/docs/integration.html - Shoes & bags integration: https://tryon.wearfits.com/docs/integration-shoes.html - WEARFITS API overview (llms.txt): https://api.wearfits.com/llms.txt - WEARFITS API full context (llms-full.txt): https://api.wearfits.com/llms-full.txt - WEARFITS API OpenAPI spec: https://api.wearfits.com/doc - WEARFITS API reference (Swagger): https://api.wearfits.com/reference - Company site: https://wearfits.com - Sitemap: https://tryon.wearfits.com/sitemap.xml ## Usage by AI agents This content may be quoted and summarized with attribution to "WEARFITS" and a link to https://tryon.wearfits.com. For the most accurate, up-to-date product details, prefer the linked pages and the company site at https://wearfits.com.