Ecomvis vs VueFind

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.

VueFind is Vue.ai’s personalized image and text search solution for product discovery, offered through web and API access for retailers and eCommerce teams. Shoppers can search catalogs with an image or text query. Computer vision extracts visual product attributes, while natural language processing generates titles and descriptions. Results can be adjusted using behavioral and contextual signals such as age, gender, and visual preferences. The search offering lists autocomplete, typo-friendly queries, and a self-learning system; real-time behavior tracking can support next-best recommendations on no-result pages. Vue.ai positions the product for long-tail search, catalog ontology, and link structure that help products appear through external search engines. Its wider suite includes customizable AI models, dynamic personalization, and AI-driven segmentation. Connectors can read and write data across more than 200 locations. APIs and SDKs are available. Data at rest uses AES 256-bit encryption, and data in transit uses HTTPS with TLS 1.2. Pricing is on request.