Lookbook AI vs ViSenze

Lookbook AI identifies garments in outfit photos and matches them with shoppable products. Computer vision separates outfits into items such as tops, bottoms, shoes, bags, and accessories, while CLIP visual matching compares style, color, and silhouette. The service says it searches more than 1 million products from major retailers, though a match may be relevant without being exact. Retailers can add a white-label product finder to Shopify, WooCommerce, or a custom site using a script tag, connect a product feed, or use the REST API. Creators can build lookbooks from Instagram, TikTok, YouTube, Pinterest, and personal blogs, earning commission on purchases with monthly payouts and no minimums. It is offered on the web, through an API, and as a self-hosted deployment. The Starter plan is free and allows up to 1,000 products and 1,000 searches per month. Growth is $199 a month, with up to 50,000 products and unlimited searches. The image demo accepts JPG, PNG, or WebP files up to 20MB. Creator onboarding is limited, with creators being onboarded one at a time.

ViSenze is a cloud AI product discovery platform for online shopping, combining search and personalized recommendations. Multi-Search lets shoppers query with natural language, keywords, images, or combinations in one search. Recommendations include visually similar products, pairings, and Shop the Look suggestions; social search also supports shoppable posts. Experience Studio offers site-wide text, image, and lens search, a conversational shopping assistant, and searches launched from catalog images. GenAI Smart Tagging applies relevant product tags at scale to enrich catalog data and improve searchability. ViSenze Analytics helps businesses anticipate demand, attribute results, identify funnel gaps, and track trends. Listed integrations include Shopify, Salesforce Commerce Cloud, WooCommerce, Magento or Adobe Commerce, and BigCommerce. Multi-Search can be integrated through widgets, APIs, and SDKs. The platform is listed for Android, iOS, web, and API. Pricing is on request; a 30-day trial is listed at free.