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Best Search Analytics Software in 2026

Understanding what visitors search for—and what they do with the results—can help you assess how a site's search experience is working. Compared on query volume, data retention, result click analytics, search conversion tracking, and zero-result reporting, these tools cover different ways to examine search activity. Ecommerce search support may matter when people look through product catalogs. Prefixbox Search…

37 appsSorted 25 Oct 2026How we rank
18.2
Algolia logo

Algolia is an API-first search solution that combines keyword and semantic methods to return relevant results.

Free planAndroidiOSWeb
From $0.50 a month
27.5

Searchanise adds ecommerce search, product filters and merchandising tools to online stores.

Free planWebAPI
From $19 a month
37.4
Prefixbox Search Analytics logo

Prefixbox Search Analytics helps e-commerce retailers assess how shoppers use search results and whether those results are relevant.

Free planAndroidiOSWeb
Free plan
  1. 4

    Site Search 360

    Site Search 360 provides customizable site search for websites, including online stores.

    Free planWebAPI
    7.4From $9 a month
  2. 5

    Nosto

    AndroidiOSWebAPI
    7.3From $0.01 a month
  3. 6Shopify logo

    Shopify

    Shopify is a hosted commerce platform for businesses selling through web, mobile, social channels, and marketplaces.

    Web
    7.1From $29 a month
  4. 7GoSearch Analytics logo

    GoSearch Analytics

    GoSearch Analytics is an AI enterprise search knowledge layer for finding company information across connected apps and using it in agents and no-code workflows.

    Free planWebAPIExtension
    6.8From $20 a month
  5. 8Seekora Analytics logo

    Seekora Analytics

    Seekora Analytics is an ecommerce product discovery platform with AI search, browsing, recommendations, personalization, and analytics.

    Free planWebAPI
    6.7From $20 a month
  6. 9Constructor logo

    Constructor

    Constructor is an AI-native commerce discovery platform for retailers, built to personalize product discovery using shopper behavior, context, and intent.

    AndroidiOSWebAPI
    6.6
  7. 10

    Sparq

    Sparq is an AI-powered search and product discovery platform for ecommerce stores, with semantic search, filters, recommendations, and personalization.

    Free planWebAPI
    6.6From $19 a month
  8. 11

    AddSearch

    AddSearch combines website keyword search, AI answers, and AI conversations for content discovery.

    WebAPI
    6.5From $119 a month
  9. 12

    Doofinder

    WebAPI
    6.5From $44 a month
  10. 13Expertrec logo

    Expertrec

    Expertrec provides custom search solutions for ecommerce stores and content websites through web tools and an API.

    WebAPI
    6.4From $299 a month
  11. 14

    Unbxd

    Netcore Unbxd provides ecommerce search and product discovery tools for retailers.

    AndroidiOSWebAPI
    6.4
  12. 15

    Search Sight

    Search Sight is an AI-powered search service for WooCommerce and Shopify stores.

    Web
    6.3From £7 a month
  13. 16

    Wizzy

    WebAPIExtension
    6.2From $399 a month
  14. 17
    6.1From $500 a month
  15. 18
    6.0From $8,000 a year
  16. 19

    Empathy Platform

    Empathy Platform is an AI-powered search and discovery system for retailers’ online stores.

    AndroidiOSWebAPI
    6.0
  17. 20

    Coveo

    Coveo provides an AI-Relevance Platform for search, recommendations, personalization, and product or knowledge discovery across commerce, service,…

    WebAPI
    5.9
  18. 21
    5.9
  19. 22

    LupaSearch

    LupaSearch is an ecommerce search and product-discovery service that uses language, images, and shopper intent to surface products.

    WebAPI
    5.9
  20. 23Marqo logo

    Marqo

    Marqo is a cloud platform for enterprise ecommerce product discovery, combining search, browsing, merchandising, recommendations, category pages, and…

    WebAPI
    5.9
  21. 24

    3RDi Enterprise Search

    3RDi Enterprise Search is an enterprise platform for search, discovery, text mining, content integration, governance, and analytics.

    5.8
  22. 25

    Searchmind

    Searchmind replaces an e-commerce store’s native search with a service that interprets shopper intent and returns in-stock catalog products.

    WebAPI
    5.8

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