18.4
Vespa is an AI search platform for online, data-driven applications, combining retrieval, ranking, machine-learning inference, and real-time serving.
Open sourceWebAPILinux
Best Site Search Software in 2026
Android apps are listed for site-search tools such as Bloomreach Discovery and Constructor. Check the exact product and plan if you need search management or monitoring from a Xiaomi, Redmi or POCO phone. These tools add search to websites and stores. Compare free plans, paid starting prices, search analytics, indexing method, autocomplete, faceted search, included searches and deployment options such as web, API,…
28.2
Algolia is an API-first search solution that combines keyword and semantic methods to return relevant results.
Free planAndroidiOSWeb
37.8
Apache Solr is a free, open-source search platform built on Apache Lucene, with full-text, vector, and geospatial search.
Free planOpen sourceWebAPILinux
- 4
Searchanise
Searchanise adds ecommerce search, product filters and merchandising tools to online stores.
Free planWebAPI7.5From $19 a month - 5
Prefixbox Search Analytics
Prefixbox Search Analytics helps e-commerce retailers assess how shoppers use search results and whether those results are relevant.
Free planAndroidiOSWebAPI7.4Free plan - 6
Site Search 360
Site Search 360 provides customizable site search for websites, including online stores.
Free planWebAPI7.4From $9 a month - 7
Typesense
Typesense is an open-source search engine for adding search to a website or app.
Free planWebAPILinuxmacOS7.3Free plan - 8
Meilisearch
Meilisearch is a search engine that developers can add to a website or application, either by self-hosting or using its cloud service.
Free planWebAPILinuxmacOS7.2From $20 a month - 9
Elasticsearch
Elasticsearch is an open-source distributed search and analytics engine for applications involving speed, scale and AI.
WebAPILinuxSelf-hosted6.7From $99 a month - 10
Manticore Search
Free planWebAPILinuxmacOS6.7Free plan - 11
OpenSearch
OpenSearch is a community-driven, open-source suite for ingesting, searching, visualizing, and analyzing data.
Free planWebAPILinuxmacOS6.7Free plan - 12
Constructor
Constructor is an AI-native commerce discovery platform for retailers, built to personalize product discovery using shopper behavior, context, and intent.
AndroidiOSWebAPI6.6 - 13
AddSearch
AddSearch combines website keyword search, AI answers, and AI conversations for content discovery.
WebAPI6.5From $119 a month - 14
Doofinder
WebAPI6.5From $44 a month - 15
Expertrec
Expertrec provides custom search solutions for ecommerce stores and content websites through web tools and an API.
WebAPI6.4From $299 a month - 16
Quickwit
Quickwit is a free, open-source search and analytics engine for querying data stored in cloud or shared storage.
WebAPILinuxmacOS6.4 - 17
Unbxd
Netcore Unbxd provides ecommerce search and product discovery tools for retailers.
AndroidiOSWebAPI6.4 - 18
Swiftype
WebAPI6.2From $79 a month - 19
HawkSearch
WebAPI6.1From $500 a month - 20
Cludo Site Search
WebAPI6.0From $8,000 a year - 21
Coveo
Coveo provides an AI-Relevance Platform for search, recommendations, personalization, and product or knowledge discovery across commerce, service,…
WebAPI5.9 - 22
Luigi's Box
WebAPI5.9 - 23
Bloomreach Discovery
Bloomreach Discovery is a cloud ecommerce search product from Bloomreach, a company founded in 2009 and headquartered in Mountain View, California.
AndroidiOSWeb5.6 - 24
5.4 - 25
Relevanssi
Web4.6
Choosing well
Check Android access
Android availability is listed for Bloomreach Discovery and Constructor. Confirm that the product features you need work on Android before choosing a tool for phone-based administration.
Web access is another option, while platform details can include API, Linux, self-hosted, macOS and Windows.
Compare plans and trials
Check whether a free plan is available, then compare the stated paid starting price. A free trial can help you assess a paid service before subscribing.
Pricing may be listed as a monthly starting amount, a one-time starting amount, or pricing on request.
Match search behavior
Compare the indexing method, autocomplete and faceted-search support with the way your site organizes content.
Search analytics and included-search limits can affect how you monitor usage and plan a service.
Choose a deployment model
Decide whether a hosted web service, API connection, Linux setup or self-hosted deployment fits your site and technical workflow.
Check macOS and Windows support when your team manages search from a desktop computer.
Review the code option
Open-source code is offered by tools in this category. If you need to read or change the code, check the licence and the deployment requirements before selecting a project.
Questions people ask
Are site-search tools available on Android?
Android platforms are listed for Bloomreach Discovery and Constructor. Check the exact product and plan for the features you need.
Can I start without paying?
A free plan is offered by tools in this category. Other products provide a free trial instead, so compare the stated plan terms.
What search features should I compare?
Compare search analytics, indexing method, autocomplete, faceted search and included searches.
Can I host site search myself?
Self-hosted deployment is one of the platform options represented. Check the individual product's deployment details and requirements.
Is open-source site-search software available?
Open-source code is offered by tools in this category. Review the licence and deployment needs before adopting it.