This endpoint will provide you with an overview of citation data available for the target keyword
AI agents call content_analysis_summary 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 |
|---|---|---|---|
keyword | string | Yes | target keyword Note: to match an exact phrase instead of a stand-alone keyword, use double quotes and backslashes; |
page_type | array | — | target page types |
keyword_fields | object | — | target keyword fields and target keywords use this parameter to filter the dataset by keywords that certain fields should contain; you can indic |
internal_list_limit | number | — | maximum number of elements within internal arrays you can use this field to limit the number of elements within the following arrays |
initial_dataset_filters | array | — | Array-based initial dataset filter expression applied to Search endpoint fields. A single condition is a 3-element array: [field, operator, value]. Combine cond |
positive_connotation_threshold | number | — | positive connotation threshold specified as the probability index threshold for positive sentiment related to the citation content if you sp |
sentiments_connotation_threshold | number | — | sentiment connotation threshold specified as the probability index threshold for sentiment connotations related to the citation content if you specify this fiel |
Parameters from the server's own tool schema.
This tool retrieves and summarizes citation analytics for SEO analysis purposes. No side effects occur—it does not create, modify, delete, or execute operations. The blast radius of misuse is minimal; an attacker could exfiltrate keyword research data but cannot damage systems or data integrity.
From the tool's definition Tool description states it 'will provide you with an overview' of citation data—a retrieval and query operation with no data modification. The verb 'provide' combined with 'overview' indicates read-only access to existing analytics data.
Risk signalsHigh parameter count (11 properties)
Attacks that exploit this kind of access
This endpoint will provide you with an overview of citation data available for the target keyword. It is categorised as a Read tool in the Dataforseo MCP Server, which means it retrieves data without modifying state.
content_analysis_summary accepts 7 parameters: keyword, page_type, keyword_fields, internal_list_limit, initial_dataset_filters, positive_connotation_threshold, sentiments_connotation_threshold. Required: keyword. 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 content_analysis_summary: 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.
content_analysis_summary 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 content_analysis_summary 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 content_analysis_summary. 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.
content_analysis_summary 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.