i spy vs Lookbook AI

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.

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.