Mavira

Mavira is a fashion discovery platform that uses AI to connect shoppers with products from small and sustainable businesses. The platform was built around the observation that independent retailers and secondhand sellers are consistently difficult to find through traditional search engines and shopping platforms, where results are dominated by large retailers and fast fashion brands. The core feature, Style Me, allows users to upload a photo of an outfit and receive product recommendations matched to the overall style of the image. Rather than matching based purely on visual similarity, the platform's AI model is designed to identify the style of an uploaded image and showcase products that align with that style. The platform currently supports over 1,200 style aesthetics, ranging from cottagecore and streetwear to coastal grandmother and dark academia. Users can also browse a Shop by Aesthetic page, which organizes products into style categories, allowing shoppers to explore by aesthetic rather than by keyword search. Registered users receive personalized recommendations that develop over time based on their activity on the platform and can save products to their wishlist. Mavira focuses exclusively on products from small and sustainable businesses rather than large retailers. They do not work with dropshippers or fast fashion brands. The platform's AI model was trained locally rather than through large data centers, with the stated goal of reducing energy consumption associated with model training, as their target demographic is conscious consumers who care about both sustainability and supporting small businesses. The goal of the platform is to make it both fun and convenient for users to discover products from small and sustainable brands and give an alternative to large corporations and fast fashion brands.