This endpoint provides aggregated LLM mentions metrics grouped by the most frequently mentioned pages for the specified target
AI agents call ai_opt_llm_ment_search to retrieve information from Dataforseo without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
limit | number | — | Number of results to return. Default is 10, maximum is 1000. |
target | array | Yes | Array of target objects to search for LLM mentions. Each object must contain either 'domain' or 'keyword'. Maximum number of targets: 1000 |
filters | array | — | Array-based filter expression. A single condition is a 3-element array: [field, operator, value]. Combine conditions with ["and"|"or"] between them: [condition, |
order_by | array | — | resuresults sorting rules optional field you can use the same values as in the filters array to sort the results possible sorting types: asc – results will be s |
platform | string | — | Platform to search for LLM mentions |
language_code | string | — | Search engine language code (e.g., 'en') |
location_name | string | — | full name of the location, example: 'United Kingdom', 'United States' |
Parameters from the server's own tool schema.
This is a Read operation because it retrieves and aggregates existing data about LLM mentions. It has no side effects, does not execute code, does not modify data, and does not involve financial transactions. The severity is low because misuse would only result in information disclosure or API quota consumption, with no destructive impact.
From the tool's definition The tool description states it 'provides aggregated LLM mentions metrics grouped by the most frequently mentioned pages' — this is a query/retrieval operation that returns data without modifying anything.
Attacks that exploit this kind of access
This endpoint provides aggregated LLM mentions metrics grouped by the most frequently mentioned pages for the specified target. It is categorised as a Read tool in the Dataforseo MCP Server, which means it retrieves data without modifying state.
ai_opt_llm_ment_search accepts 7 parameters: limit, target, filters, order_by, platform, language_code, location_name. Required: target. The full parameter table on this page comes from the server's own tool schema.
Register the Dataforseo MCP server in PolicyLayer and add a rule for ai_opt_llm_ment_search: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Dataforseo. Nothing to install.
ai_opt_llm_ment_search is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the ai_opt_llm_ment_search rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for ai_opt_llm_ment_search. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
ai_opt_llm_ment_search is provided by the Dataforseo MCP server (dataforseo-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.