Veristyle

Veristyle builds AI-native search and discovery experiences for fashion and beauty brands. As shopping shifts from keywords to conversation, consumers are increasingly discovering products by describing themselves, their preferences, and their intent across AI platforms and brand sites alike. Veristyle helps brands translate their existing catalogs into rich, AI-readable context so language models can understand color, fit, fabric, body relevance, and styling intent. This powers accurate product visibility in AI search and enables more personalized, exploratory discovery experiences. Beyond visibility on AI platforms, Veristyle also supports on-site AI discovery layers that make shopping feel more intuitive, personal, and expressive without changing what brands already show customers. Built specifically for fashion and beauty, Veristyle reflects how people actually shop today and how they will shop next. Available as a Shopify app, API, and discovery layer for modern commerce teams.