Use case · Conversion
AI site search tools.
24 apps assigned to this use case by a written definition. 18 of them are built mainly for this job. Filter by type, the platforms they work with and pricing.
- tools listed
- 24
- built mainly for this job
- 18
Active filters
3 tools match your filters
Showing 1 to 3 of 3, ordered by main purpose first
How results are ordered
Tools whose main purpose is this job come first, then tools where it is a documented feature. Alphabetical within each. This is not a ranking of quality.
There are no paid placements on use-case pages, and no ratings.
AI site search, autocomplete, guided navigation, merchandising and product recommendations for online stores.
Main purposeSemantic site search with autocomplete, facets and search merchandising controls.
- Pricing
- Paid
- Price
- From $49 a month
- Free plan
- No
- Free trial
- No
Miros
AppAI product discovery for retailers that reads shopper behaviour signals to surface relevant products across search, browse and recommendation surfaces.
Main purposeKeyword-free onsite product discovery that surfaces visually similar products as shoppers browse, replacing the search bar.
- Pricing
- Paid
- Price
- Not recorded
- Free plan
- No
- Free trial
- No
Vespa
AppOpen-source search and retrieval platform combining vector, text and structured search with machine-learned ranking, used to build product discovery and recommendations.
Main purposeSearch engine combining vector, lexical and structured retrieval with ranking, used to power product discovery at catalog scale.
- Pricing
- Paid
- Price
- From $0.1 a month
- Free plan
- No
- Free trial
- No
From the ecommerceguide dataset
Site search tools in numbers
Calculated from all 24 tools on this page's list. Percentages are of the group named.
- Tools listed
- 24
- Built mainly for this job
- 18 75%
- Apps with a free plan
- 3 13%
How tools are assigned to a use case
What this page includes
Onsite product search and discovery: semantic or natural-language search, visual search, search merchandising, autocomplete and filters.
Not included: Recommendation widgets with no search. Web or SEO search tools.
How the assignment is made
Each use case has a written definition of what qualifies and what does not. A language model (Claude) reads each tool's listing, its summary and, for MCP servers, the verified integrations and tasks, and assigns it only where the definition fits. It sees no earlier assignments. 670 tools were classified, most recently in Sept 2026.
Main purpose or a feature
“Main purpose” means doing this job is what the tool is for. “A documented feature” means a named feature does the job but the tool's main purpose is something else. Anything weaker is left out. A tool can appear in at most three use cases.
What has to be true first
A tool appears here only once it is listed in its own section: MCP servers after their repository or documentation is verified, apps after their site and listing are reviewed. A use case gets its own page only with at least 10 such tools.
What the facts show
For apps, the pricing model and free plan or trial as recorded from the app's pricing page. For MCP servers, how they run, how they authenticate and who maintains them. “Works with” for apps comes from the listing's own text and is not a tested integration.
Order and corrections
Main-purpose tools first, then alphabetical. No paid placements and no ratings. Corrections: hello@ecommerceguide.com.