Constructor vs Seekora Analytics

Constructor is a cloud platform for ecommerce search and product discovery, founded in 2015. It uses shopper behavior, context and intent to personalize discovery across search, autosuggest, browse, recommendations, collections, quizzes and retail media. The AI Shopping Agent guides shoppers through natural-language product searches, while the Product Insights Agent answers personalized product questions. Merchant Intelligence Agent and Merchandiser Controls provide merchandising insights, dashboards, reports, controls and experiments. B2B capabilities cover account-segmented pricing and availability, personalization and discovery across large catalogs. Search options include hybrid, vector and faceted search, with zero-result reporting, search conversion tracking and result click analytics. Catalogs can be supplied through connectors, scheduled JSON, JSONL or CSV feeds, or REST API updates. APIs and browser or server-side client libraries support retrieving results, sending behavioral events and updating data or configurations; named client libraries include JavaScript, Swift and Kotlin. Constructor says it reduces personal data exposure using anonymous IDs, IP truncation and hashed identifiers. Pricing is not published; prospective customers are directed to book a demo.

Seekora Analytics is an ecommerce product discovery platform with AI Search, AI Browse, recommendations, personalization, and analytics. Its neural search is designed to interpret shopper intent, including typos, synonyms, and natural-language queries; Seekora says queries resolve in under 50ms. The company says it serves merchants from growing Shopify stores to enterprise retailers with millions of SKUs. Native integrations include Shopify, Shopify Plus, WooCommerce, WordPress, Adobe Commerce, and BigCommerce. Developers can use its REST API and official SDKs for React, Vue, Angular, Vanilla JavaScript, and Node.js. Catalog changes sync through webhooks and periodic full syncs, with updates reflected in search results within seconds. Each account includes a sandbox for trying queries and configuration changes before production. The free plan includes 8,333 signup credits, 1k searches and 2k documents per month, community support, and a 2 KB per-record limit. Basic costs $20 a month. Seekora lists a free trial and web and API access.