i spy vs Trooply Visual Search API

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.

Trooply Visual Search API provides visual and text search for ecommerce product discovery. Queries can use an uploaded image, image URL, crop, multiple images, text, voice, or image combined with text. Results are reranked using visual similarity, product type, popularity, aspect ratio, color histogram, and category signals; queries can also be pre-filtered by category, price range, stock status, and custom fields. The service uses CLIP ViT-L/14 with 768-dimensional vectors and reports latency under 200 ms at the 95th percentile for catalogs up to 100,000 products. Listed stack options include Shopify, WooCommerce, Magento, BigCommerce, Squarespace, and a custom API, alongside Python and JavaScript SDKs and a storefront widget. Each store has its own database and Qdrant vector collection. Uploaded shopper images are discarded after embedding, and raw images are not stored. The free plan costs nothing and includes 50 products and 1,000 API calls per month. Basic costs $24.99 a month, billed annually at $299.88; a 14-day Premium-feature trial is offered without a credit card.