i spy vs VueFind

i spy is a fashion discovery app for finding outfit pieces, saving them and shopping when ready. Users can upload an outfit photo or screenshot, or take a photo in the app, to search for matching and similar products. Items shared from Pinterest, Instagram or brand websites go into a private Closet visible only to the user. Users can organize finds into Boards, set each Board as private or public, and browse public Boards from creators, brands and the i spy community. Search results can be filtered by price, sorted from lowest to highest, and tailored to a preferred shopping location. The service is powered by affiliate partnerships with more than 30,000 fashion brands and retailers, and may earn commissions from outbound product links or purchases. Listings, prices and availability may be incomplete, delayed or incorrect; visual suggestions do not guarantee an identical item or available stock. The app is available on iOS and Android, while its marketing website is not a full web product. It is free to download and use, though some features may require a paid subscription.

VueFind is Vue.ai’s personalized image and text search solution for product discovery, offered through web and API access for retailers and eCommerce teams. Shoppers can search catalogs with an image or text query. Computer vision extracts visual product attributes, while natural language processing generates titles and descriptions. Results can be adjusted using behavioral and contextual signals such as age, gender, and visual preferences. The search offering lists autocomplete, typo-friendly queries, and a self-learning system; real-time behavior tracking can support next-best recommendations on no-result pages. Vue.ai positions the product for long-tail search, catalog ontology, and link structure that help products appear through external search engines. Its wider suite includes customizable AI models, dynamic personalization, and AI-driven segmentation. Connectors can read and write data across more than 200 locations. APIs and SDKs are available. Data at rest uses AES 256-bit encryption, and data in transit uses HTTPS with TLS 1.2. Pricing is on request.