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

BigCommerce (remove)

1 tool match your filters

Showing 1 to 1 of 1, 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.

Nosto
App
Commerce experience platform providing AI personalisation, on-site search, category merchandising, recommendations and agentic assistants for online stores.
A documented featureIncludes on-site search with personalized relevance tuning as a named feature.
- Shopify
- BigCommerce
- Salesforce Commerce Cloud
- commercetools
Pricing
Free plan and paid plans
Price
Not recorded
Free plan
No
Free trial
No
View profile for Nosto

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%

Works with

Where a listing names the platform. A count of listings, not of usage.

App pricing model

Percentages are of apps.

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.