FitReceipt

FitReceipt is a web app + mobile capture tool for luxury ready-to-wear brands to reduce costly returns by turning post-purchase fit feedback into actionable sizing intelligence. After delivery, customers get a branded micro-survey that takes 20 seconds: height, weight range, body shape, and a simple “tight/true/loose” rating at key points (waist, bust, hip, shoulder) plus optional two-photo upload. The app aggregates this into SKU-level “fit receipts” that merchandisers and pattern teams can actually use: which sizes run small, which fabrics stretch, and which cuts drive returns. It also generates customer-facing fit guidance on PDPs (“Most clients size up in this style”) without pretending to be perfect. This is not a magic AI stylist; it’s a disciplined feedback loop that makes sizing more consistent over seasons and reduces return-related margin bleed.