Pinterest Lens vs VueFind

Pinterest Lens lets people search for ideas using objects in pictures. On mobile, users can take a photo or choose one from the camera roll; on the web, they can upload an image or select one previously uploaded. Pinching to zoom or tapping an object helps focus the camera. Visual search can find Pins with items similar to a whole image or part of one, and suggested keywords or refinements can narrow results. Where available, users can select an object in a Pin to find similar items for sale on merchant websites. They can also cut objects out of Pins and add them to collages. Pinterest says visual search features are not available on ads or collage Pins. Lens is free on Android, iOS, and web, and requires a Pinterest account; mobile camera search requires camera access. Pinterest provides controls to access, edit, or delete personal data and adjust certain privacy and data-sharing settings. On Android, camera permission allows Lens to take pictures or look for ideas through the camera.

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.