VisualizeYou
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote
Online fashion shoppers see clothes on models, but struggle to imagine how those garments would look on themselves. Finding suitable items often means browsing multiple stores, comparing styles mentally and repeating searches. FashionMirror AI makes shopping personal before checkout. Users upload one photo, describe what they want and browse real Shopify products with automatic AI previews beside the original product images. Conversational follow-ups refine preferences such as colour, material, size and budget. Potential impact: * More confident decisions: Help shoppers visualize a garment on themselves before visiting the merchant. * Less browsing effort: Combine product discovery across merchants with conversational search. * More personal exploration: Make it easier to compare different looks using the same photo. * Potential merchant value: Better-informed shoppers could improve conversion and reduce appearance-related returns; these outcomes still need validation. * Actionable feedback: Likes, dislikes and specific reasons help identify where previews meet or miss expectations. Previews illustrate appearance and do not guarantee exact sizing or fit yet.