AI-native search and discovery for fashion and beauty brands that converts product catalogs into AI-readable attributes (color, fit, fabric, body relevance, styling intent) to power accurate AI search and personalized discovery. Delivered as a Shopify app, API, and on-site discovery layer for modern commerce teams.