Search analytics for ecommerce sites that measures result relevance and shopper search behavior.
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Best Search Analytics Software 2026
Facts read 27 Sep 2026 – 19 Oct 2026
Search analytics software helps teams examine how visitors use on-site search, including queries, zero-result searches, result clicks and search conversions. This list is for buyers comparing search reporting and ecommerce search capabilities.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Prefixbox Search Analytics | Search analytics for ecommerce sites that measures result relevance and shopper search behavior. | 5.9 | Free plan | Free plan | Android, iPhone & iPad, Web, API | 30 Sep 2026 |
| 02 Algolia | API-first AI search for websites and apps, combining keyword and semantic search. | 5.8 | $0.50 a month | Free plan | Android, iPhone & iPad, Web, Browser extension | 15 Oct 2026 |
| 03 Searchanise | Ecommerce search and product filters for online stores, with autocomplete, autocorrect, suggestions, and instant results. | 5.5 | $19 a month | Free plan | Web, API | 15 Oct 2026 |
| 04 Site Search 360 | Customizable website search for online stores, with semantic matching for synonyms, misspellings, and query meaning. | 5.5 | $9 a month | Free plan | Web, API | 19 Oct 2026 |
| 05 Expertrec | Custom search for ecommerce and content websites, with autocomplete, voice, semantic, visual, and AI features. | 5.4 | $299 a month | Free plan | Web, API | 30 Sep 2026 |
| 06 Search Sight | 5.3 | £7 a month | Free plan | Web | 1 Oct 2026 | |
| 07 Seekora Analytics | AI ecommerce product discovery for web and APIs, with neural search, browse, recommendations, and analytics. | 5.3 | $20 a month | Free plan | Web, API | 30 Sep 2026 |
| 08 Sparq | AI ecommerce search and product discovery for web stores, with filters, recommendations, and personalization. | 5.2 | $19 a month | Free plan | Web, API | 4 Oct 2026 |
| 09 AddSearch | AddSearch combines website keyword search, AI answers, and AI conversations for content discovery. | 4.8 | $119 a month, billed yearly | Free trial | Web, API | 7 Oct 2026 |
| 10 Shopify | Shopify is a hosted web platform for online and multichannel sales with inventory management. | 4.8 | $29 a month, billed yearly | Free trial | Web | 27 Sep 2026 |
Compare free plans, starting prices, query volume limits, reporting fields, data retention and platform support. The page has no published ranking basis, so entries are presented for side-by-side review rather than a scored order.
02
Algolia
API-first AI search for websites and apps, combining keyword and semantic search.
AndroidiPhone & iPadWeb+2 Record5.8 Visit
03
Searchanise
Ecommerce search and product filters for online stores, with autocomplete, autocorrect, suggestions, and instant results.
WebAPI Record5.5 Visit
04
Site Search 360
Customizable website search for online stores, with semantic matching for synonyms, misspellings, and query meaning.
WebAPI Record5.5 Visit
05
Expertrec
Custom search for ecommerce and content websites, with autocomplete, voice, semantic, visual, and AI features.
WebAPI Record5.4 Visit
7
Seekora Analytics
WebAPI $20 a month Record5.3 Visit AI ecommerce product discovery for web and APIs, with neural search, browse, recommendations, and analytics.
8
Sparq
WebAPI $19 a month Record5.2 Visit AI ecommerce search and product discovery for web stores, with filters, recommendations, and personalization.
9
AddSearch
WebAPI $119 a month, billed yearly Record4.8 Visit AddSearch combines website keyword search, AI answers, and AI conversations for content discovery.
10
Shopify
Web $29 a month, billed yearly Record4.8 Visit Shopify is a hosted web platform for online and multichannel sales with inventory management.
11
Wizzy
WebBrowser extensionAPI $399 a month Record4.6 Visit Wizzy provides ecommerce product discovery with natural-language search, autocomplete, filters, and behavior-based ranking.
12
Nosto
AndroidiPhone & iPadWeb+2 $0.01 usage-based Record4.5 Visit It suits ecommerce brands and retailers seeking tools for personalized product discovery, content, and experimentation.
13
Doofinder
WebAPI $44 a month, billed yearly Record4.4 Visit Doofinder provides ecommerce site search, product recommendations, a conversational assistant and category tools.
14
GoSearch Analytics
WebBrowser extensionAPI $20 a month Record4.4 Visit AI enterprise search layer for web and browser extensions that connects company apps, chat, agents, and workflows.
15
Constructor
AndroidiPhone & iPadWeb+1 — Record4.2 Visit AI commerce discovery platform for web and mobile, with search, browse, recommendations, and merchandising.
16
Empathy Platform
AndroidiPhone & iPadWeb+2 — Record4.2 Visit Empathy Platform suits retailers seeking search, product discovery, and merchandising controls, with either hosted SaaS or self-managed deployment.
17
Unbxd
AndroidiPhone & iPadWeb+1 — Record4.2 Visit AI ecommerce search for web and mobile with autocomplete, ranking, personalization, and catalog enrichment.
19
Cludo Site Search
WebAPI $8,000 a year Record3.9 Visit Cludo provides AI site search with summaries, chat, facets, autocomplete, voice search, and rich results.
21
Luigi's Box
WebAPI — Record3.9 Visit Luigi’s Box is an ecommerce search and product discovery suite with analytics, recommendations, and conversational tools.
22
3RDi Enterprise Search
— Record3.8 Visit Enterprise search and text-mining platform for web and self-hosted use, with semantic discovery and content governance.
23
Elastic Cloud Enterprise
WebLinuxAPI+1 — Record3.8 Visit Elastic Cloud Enterprise deploys, scales, upgrades, and manages Elasticsearch clusters across cloud or on-premises systems.
24
SearchUnify Analytics
WebAPI — Record3.8 Visit SearchUnify Analytics tracks search activity, result coverage, feedback, cases and relevance through web and API tools.
25
Discovery Search Analytics
WebSelf-hosted $2,000 a month Record3.7 Visit Discovery Search Analytics scores website search relevance and reports metrics across commercial and open-source engines.
Before you choose
Compare plans and trials
Check whether a tool has a free plan, a free trial or paid pricing. Listed examples include Algolia and Searchanise with free plans, while Prefixbox Search Analytics lists a free plan and a 30-day trial.
Starting prices differ. Searchanise lists paid plans from $16 per month on annual billing, Site Search 360 from $9 per month and Bloomreach Discovery from $3,000 per month.
Match your deployment
Platform options in this category include web, API, iOS, Android, browser extension and self-hosted deployments. Confirm that the connection type matches your storefront, app or internal stack.
Constructor, Empathy Platform and Unbxd list web, API, iOS or Android support in their platform details.
Review the reporting fields
The comparison covers query volume, zero-result reporting, search conversion tracking and result click analytics. Use these fields to identify the search behavior you need to monitor.
Data retention and ecommerce search support are also compared. Check both before choosing a reporting setup for a store or service.
Understand the pricing model
Entries use freemium or paid pricing models. Paid entries can show pricing on request, while others publish a starting amount or a user-based rate.
GoSearch Analytics lists paid pricing from $20 per user per month. Seekora Analytics lists paid pricing from $20 per month.
Questions
What does search analytics software measure?
The comparison covers query volume, zero-result reporting, search conversion tracking, result click analytics and data retention.
Do these tools offer free plans?
Free-plan availability is shown per entry. Examples include Algolia, Prefixbox Search Analytics, Searchanise, Site Search 360, Seekora Analytics, Sparq and GoSearch Analytics.
Can I try search analytics software before paying?
Free trials are listed for some entries. Prefixbox Search Analytics lists a 30-day trial, while Searchanise and Sparq list 14-day trials.
Which platforms are supported?
Platform listings include web, API, iOS, Android, browser extension and self-hosted deployments. Support varies by tool.
Are prices published for every tool?
Pricing details vary. Listings may show a free plan, a starting price, a user-based rate or pricing on request.
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