Visibility in this ranking can be paid for. Payment gives a vendor more visibility, higher up on the review pages; it never adds a vendor, and it never changes a word of the review. The largest vendors in site search software
cannot hold places 1 to 3. Places 1 to 3 go to challengers, vendors outside the best-known brands in a category,
wherever the category has them; the established names follow from place 4 in their ranked order. How it works: placement disclosure ·
editorial process.
The 12 tools, reviewed
#1 Meilisearch
Open-source search engine with a hosted cloud plan · France · meilisearch.com
Open source Hybrid search French vendor
Meilisearch earns first place because its entry point is the lowest and its exit is the cleanest. The engine is on GitHub under an MIT license for most of the code, so a company that outgrows the cloud plan can run the same index on its own servers.
- Pricing: Open source + paid tiers. Cloud from $20 a month with a 14-day trial, usage-based or resource-based billing; Enterprise is quote only. Free plan: open source.
- Best for: Developer teams building their own search page
- Strengths: Full-text search; Semantic search; Hybrid search.
Where it falls short
It is a search back end, not a finished search product. Meilisearch describes itself as the back end behind your own result page, so the facets, highlighting and layout are code you write.
Wrong for
A marketing team without a developer, or a shop owner who wants a plugin and a rule editor.
Visit Meilisearch →
#2 AddSearch
Hosted site search for content-heavy websites · Finland · addsearch.com
Crawler AI answers Finnish vendor
AddSearch is the pick for a site where a marketer, not a developer, owns the search box. Setup runs through a crawler or an API and works with any CMS, so a documentation portal or a university site can have results within an afternoon.
- Pricing: Flat monthly. Keyword search from $119 a month billed annually; AI Answers from $700 a month billed annually; AI Conversations custom. Free plan: free trial.
- Best for: Marketing-run sites, education and finance portals
- Strengths: Hosted crawler; Search API; Faceted and scoped search.
Where it falls short
The published price is a per-month figure billed annually, so there is no month-to-month entry. The AI Answers module costs roughly six times the keyword plan, and AI Conversations has no figure.
Wrong for
An online shop that needs facet merchandising, recommendations and a Shopify plugin.
Visit AddSearch →
#3 Doofinder
AI search and recommendations for online shops · Spain · doofinder.com
Ecommerce Plugins Spanish vendor
Doofinder is the most legible price list in the category: four tiers, each tied to a monthly request allowance, with search, recommendations and a quiz builder in every plan. A shop on Shopify, BigCommerce, WooCommerce or Magento can install a plugin and sync the catalog without writing code, and the Spanish company contracts from Madrid for European buyers.
- Pricing: Flat monthly. Basic 49 euros, Pro 149 euros, Advanced 349 euros a month (10 percent less billed yearly); Enterprise is custom. Free plan: free trial.
- Best for: Small and mid-sized online shops
- Strengths: AI search; Search suggestions; Product recommendations.
Where it falls short
Request caps are counted per product, so a busy store can pay for search and recommendations separately. Personalization, visual search and category merchandising only arrive on the Advanced tier at 349 euros.
Wrong for
A software company with a help center or a publisher with thousands of articles.
Visit Doofinder →
#4 Algolia
API-first search and recommendations platform · United States · algolia.com
API-first Free plan Recommendations
Algolia is the product other vendors compare themselves with, which is why a ranking of challengers still lists it. The free plan holds 10K search requests and 50K records a month, the Grow plan adds US, UK and EU hosting locations, and a hosted crawler reads websites for teams that do not want to push records through the API.
- Pricing: Usage-based. Free up to 10K search requests a month; Grow bills $0.50 per extra 1K requests; Grow Plus $1.75; Elevate on request. Free plan: free plan.
- Best for: Product teams with a custom front end
- Strengths: Keyword search; NeuralSearch; Recommendations.
Where it falls short
The meter is the problem.
Wrong for
A small site with no developer and a fixed budget.
Visit Algolia →
#5 Typesense
Open-source typo-tolerant search with a cloud option · United States · typesense.org
Open source Cluster pricing Developer tool
Typesense bills by the machine rather than the query. The pricing page asks for memory, vCPUs and node count, then states that records and operations are unlimited, so a traffic spike does not change the invoice. The server is GPL-3.0 on GitHub, and the cloud lists regions from Ireland and Frankfurt to Tokyo and Sydney.
- Pricing: Open source + paid tiers. Typesense Cloud is priced per dedicated cluster (memory, vCPUs, nodes, regions) with no limit on records or operations. Free plan: open source.
- Best for: Engineers who want a flat, cluster-based bill
- Strengths: Typo tolerance; Faceting; GPU embeddings.
Where it falls short
You size the cluster before you know your data, and the price calculator is interactive, not a fixed list. There is no marketer-facing dashboard for synonyms or merchandising comparable to the hosted services above it.
Wrong for
A site owner who wants a plugin and a visual rule editor.
Visit Typesense →
#6 Site Search 360
Hosted site search for small websites · Germany · sitesearch360.com
Free plan German vendor Small sites
Site Search 360 is the cheapest way to get a real index behind a small website. The free plan holds 150 entries and 1,000 searches a month, the first paid tier costs $9, and the pricing page spells out entries and searches per tier. Plugins exist for WordPress, Shopify, Magento, Shopware and OXID, which covers the common German and European platforms.
- Pricing: Flat monthly. Free plan with 150 indexed entries and 1,000 monthly searches; paid tiers from $9 a month; larger flexible plans scale by entries. Free plan: free plan.
- Best for: Small sites that start on a free plan
- Strengths: Sitemap indexing; Custom dictionary; Result manager.
Where it falls short
The quotas are small: the $9 tier allows 1,500 entries and 2,000 monthly searches, and lower tiers carry Site Search 360 branding. JavaScript crawling and ecommerce search start on the Holmes Pro plan at $89.
Wrong for
A shop with a large catalog and a high query count.
Visit Site Search 360 →
#7 Elasticsearch
Distributed search engine with a web crawler · Netherlands · elastic.co
Search engine Self-hostable Dutch company
Elasticsearch fits when search is one part of a larger system a team already runs on Elastic. The company publishes an open crawler in its GitHub organization, which was updated within days of our check, so indexing a website needs no extra vendor.
- Pricing: Open source + paid tiers. Elastic Cloud sold in subscription tiers with a free trial; we did not find a server-rendered price list on the pricing page. Free plan: free trial.
- Best for: Engineering-led teams with existing Elastic skills
- Strengths: Full-text search; Open web crawler; Elastic Cloud hosting.
Where it falls short
It is a toolkit, not a search product: you design analyzers, ranking and the result page, and you operate the cluster unless you buy Elastic Cloud.
Wrong for
A marketing team that wants a working search box this week.
Visit Elasticsearch →
#8 Athos Commerce
Ecommerce search, merchandising and feed management · United States · athoscommerce.com
Ecommerce Merchandising Rebranded
Athos Commerce is what Searchspring and Klevu became when they merged with Intelligent Reach, and the Searchspring site now says so on its home page. For a retailer the attraction is a single vendor covering on-site search, visual merchandising and product feeds for Google and marketplaces. Merchandisers can curate placements without engineering help.
- Pricing: Quote only. Plans page lists no figures; pricing is by demo and quote. Free plan: none.
- Best for: Mid-sized online retailers wanting merchandising
- Strengths: Site search; Personalization; Merchandising.
Where it falls short
The merger is recent and the brands are mid-transition: the Searchspring site still runs with a banner pointing to Athos, Klevu keeps its own login, and documentation may carry old names. Pricing is hidden behind a demo.
Wrong for
A content site or a retailer with a small catalog and no merchandiser.
Visit Athos Commerce →
#9 Coveo
Unified-index search for service, web and commerce · Canada · coveo.com
Enterprise Unified index Generative answers
Coveo belongs to organizations whose content lives in many systems: knowledge base, community, CRM and web. A unified index with document-level permissions lets the same search serve customers and agents, and the platform exposes passage retrieval and a Model Context Protocol server for teams building generative answers.
- Pricing: Quote only. Entitlement-based pricing for Service and Websites, seat-based for Workplace, each unit including 100K queries a month; quote only. Free plan: free trial.
- Best for: Large support and commerce organizations
- Strengths: Unified search index; Native and universal connectors; Document-level security.
Where it falls short
Pricing is entitlement-based with no figure published, and the platform is sized for enterprise contracts with a team to configure query pipelines and connectors.
Wrong for
A small website or shop with one content source.
Visit Coveo →
#10 Yext Search
Answer-style site search on a Knowledge Graph · United States · yext.com
Knowledge Graph Locators Enterprise
Yext Search suits an organization with hundreds of locations, advisors or providers whose records must stay correct everywhere they appear. Content is structured once in the Knowledge Graph and the same data feeds the site search, the locator and the help center, so a changed opening time updates all three. Query insights show which questions customers ask that the site cannot answer.
- Pricing: Quote only. No public price list; sold through demo and quote. Free plan: none.
- Best for: Multi-location brands and regulated service firms
- Strengths: Knowledge Graph content model; Answers instead of links; Query insights.
Where it falls short
Value depends on modelling your data into the Knowledge Graph first, which is a project, not a plugin.
Wrong for
A single-location business or a small content site.
Visit Yext Search →
#11 Bloomreach Discovery
Product search and discovery for large ecommerce brands · United States · bloomreach.com
Ecommerce Enterprise Starts at $60K
Bloomreach is the one vendor on this list that tells small buyers their cost up front. Its pricing page says smaller brands start at $60K a year and typically serve 500K or more monthly visitors, which saves a long qualification call.
- Pricing: Quote only. Starting at $60K a year for smaller brands, scaled by audience, products and volume. Free plan: none.
- Best for: High-traffic retailers with a merchandising team
- Strengths: Ecommerce search; Product discovery; Merchandising.
Where it falls short
The entry cost excludes most small and mid-sized shops, and search is one product in a platform whose value comes from adopting several. Implementation needs a team, and every quote scales with audience, products and volume.
Wrong for
A shop under roughly half a million monthly visitors or a team without a dedicated ecommerce manager.
Visit Bloomreach Discovery →
#12 SearchUnify
Support knowledge search and AI agents · United States · searchunify.com
Support search Enterprise AI agents
SearchUnify serves support organizations that need one search over a community forum, a knowledge base and a ticketing system, which public websites rarely have. The vendor's home page lists analyst recognition for enterprise search going back several years.
- Pricing: Quote only. No public price list; contact sales. Free plan: none.
- Best for: Support teams unifying community and ticket data
- Strengths: Unified knowledge search; Case routing agent; Case quality scoring.
Where it falls short
No price is published and the positioning has shifted toward AI support agents, so documentation for plain site search is thin on the pages we read.
Wrong for
A marketing website, a blog or a shop.
Visit SearchUnify →
Questions and answers
What is the best site search software in 2026?
Meilisearch ranks first of 12, best for developer teams building their own search page. AddSearch is second (marketing-run sites, education and finance portals) and Doofinder third (small and mid-sized online shops). Places 1 to 3 go to challengers, vendors outside the best-known brands, wherever the category has them.
Do I need site search software, or is my CMS search enough?
Built-in search is enough while the site has few pages and visitors arrive through navigation.
How much does site search software cost?
Published entry prices in this list run from a free plan (Algolia, Site Search 360) through $9 a month (Site Search 360), $20 (Meilisearch Cloud), 49 euros (Doofinder) and $119 (AddSearch, billed annually).
Open-source engine or hosted service: which one should a small company pick?
A hosted service fits a company without engineering time, since the crawler, plugin and dashboard come ready.
What happened to Swiftype and Elastic App Search?
Elastic's documentation for App Search 8.19 tells new users to use the native Elasticsearch tools instead of the standalone App Search product.
Can I use site search software for an online shop with thousands of products?
Yes, but pick a product built for catalogs. Doofinder, Athos Commerce, Bloomreach and Algolia handle product feeds, facets and merchandising rules, and Doofinder publishes plugins for Shopify, BigCommerce, WooCommerce and Magento.
How long does it take to implement site search?
A crawler-based hosted product can show results on a staging copy within a day: submit the sitemap, check the index, paste the script. A shop plugin takes similar time plus a catalog sync.
Does site search software work with GDPR and EU data residency?
Several vendors state where data is stored. Algolia lists US, UK and EU hosting locations on its Grow plan and contracts through a French company for customers in Europe. Typesense Cloud offers regions such as Ireland, Frankfurt, Paris and Stockholm.
What is the difference between site search and enterprise search?
Site search serves visitors of a public website or shop with results from one content set. Enterprise search serves employees or support agents across many systems, such as wikis, ticketing and file stores, with permission checks on every document.
Should I add generated AI answers to my site search?
Only when your content actually answers questions in plain language, as documentation and help centers do. AddSearch prices AI Answers from $700 a month, billed annually, against $119 for keyword search, which shows the cost gap.
What should I check before switching from my current site search tool?
Export what you can before you cancel: synonym lists, pinned results, redirects and query logs, since they took months to build. Check whether the new product can import them or whether you retype them.
