AI Search Data

Measure visibility, mentions, and demand in AI-assisted search.

1 Credit

When to use it

Use this when you need evidence about how a brand or topic appears in AI-assisted search.

What to prepare

Start with the business question: Tell your AI what you want to learn. It will choose the matching task mode.
Add context only when it matters: When relevant, add a keyword, a keyword list, comparison domains, the target market, the search language, a start date, and an end date.

How to use it

01
Demand and mentions
Measure demand and direct mentions.
02
Brand and competitor comparison
Compare one or several targets and leading entities.
03
Winning sources
Find pages and domains receiving visibility.
04
Change over time
Review history, movement, gains, and losses.

What you get

What you receive: Returns visibility, mention, demand, source, and change data for the selected AI-search task.
How to use it: Use the returned evidence to compare options, prioritize the next action, or pass a clear brief to another workflow.

Prompt examples

Starter request

Use the ai-search-data MCP tool to measure demand for the phrase "AI marketing platform" in the United States. Keep the result focused, cite the returned evidence, and explain the next decision.

Focused request

Use the ai-search-data MCP tool to compare mentions of my domain and two competitor domains. Keep the result focused, cite the returned evidence, and explain the next decision.

Advanced request

Use the ai-search-data MCP tool to find which pages and domains are gaining or losing AI-search visibility. Keep the result focused, cite the returned evidence, and explain the next decision.

Example result

ai-search-data result preview

Returns visibility, mention, demand, source, and change data for the selected AI-search task.

Highlights

Evidence returned

The response contains the records and metrics available for the selected task.

Decision supported

Use this when you need evidence about how a brand or topic appears in AI-assisted search.

Limitations

Read this before use: These are observed search signals, not a guarantee that an assistant will cite a brand in every answer.

Scenarios

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