TryOnProof

TryOnProof is a mobile + web AI virtual try-on app that focuses on realism over glamor. Users upload two quick photos (front/side) and pick a garment from supported partner stores or by scanning a product page. The app generates a conservative, “worst-case” drape and fit preview with confidence ranges (tight at chest, loose at waist) instead of a single polished image. It also flags risky items (sheer fabrics, complex patterns, heavy shine) where virtual try-on is unreliable, and suggests safer alternatives or sizes. For shoppers, the value is fewer returns and fewer disappointing purchases. For retailers, it’s a plug-in that can reduce return rates by setting accurate expectations. The product deliberately avoids trying to be a fashion editor; it’s a fit verification tool that happens to be visual.