Ecomvis vs Trooply Visual Search API

Ecomvis helps online stores make catalog products searchable through text, photos, and voice. Shoppers can use its site widget to search in plain language, or upload a photo to find similar catalog items ranked by similarity. Voice search supports over 100 languages. The dashboard tracks search volume, trending queries, usage, and quotas, and can cover multiple websites in one account. Integration guides cover Shopify, WooCommerce, Webflow, Wix, vanilla JavaScript/HTML, and custom CMS platforms. Its REST API uses JSON, requires HTTPS and a separate API key per store, and restricts keys to the registered domain. Listed upload limits are 10 MB for images and 25 MB for audio. The free plan includes 50 AI searches per month for one website. The pricing note says paid plans start at $29/mo; listed plans include Starter Monthly at $9 a month and Growth monthly at $29 a month.

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.