Best Search Analytics Software 2026

AI ecommerce product discovery for web and APIs, combining search, recommendations, and merchandising controls.

It suits ecommerce businesses, including boutique, enterprise, and B2B retailers, that need configurable search and product discovery.

Marqo provides ecommerce search, merchandising, recommendations, category pages, and conversational commerce with personalization.

AI ecommerce search for web stores with hybrid retrieval, conversational refinement, and search analytics.

Zoovu provides real-time dashboards for ecommerce search, discovery performance, tests, and buyer engagement.

FindTuner Insights links ecommerce search queries, shopper journeys, tests, and conversions for merchandising analysis.

SearchStax Site Search Analytics records searches, clicks, engagement, no-result queries and click-through rates.

Cloud ecommerce search for web and iOS with full-text and vector search.

Maropost Merchandising Cloud tracks query volume, zero-result searches, conversions, and result clicks.