Pictr.ai vs Trooply Visual Search API

Pictr.ai is a visual search platform for shoppers and retailers, available on the web and through an API. Shoppers upload a selfie, screenshot, photo, or other image to find visually similar products. Search considers mood, palette, silhouette, and aesthetic as well as image pixels; when an exact match is unavailable, results can reflect a related style, palette, or vibe. The shopper tools include Shop by Photo, a five-question Style Quiz, daily-updated Trending Now, and shareable Mood Boards. This experience is free and does not require an account. Retailers upload product images, names, prices, and URLs, then add the widget to Shopify, WooCommerce, or custom HTML storefronts with a script tag. The widget adapts to store colors and fonts, and analytics show searched styles and which discoveries lead to purchases. Retail plans range from Free at free to Scale at $79 a month. Paid plans include a 14-day trial without a credit card; Free, Starter, and Growth automatically upgrade when their stated limits are reached.

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.