`seo_llm_answer`

Pack: seo-ai-visibility · Connect: https://pipeworx.io/mcp (see Connect below for a single-pack URL)

No MCP client? Call it directly: GET https://gateway.pipeworx.io/v1/tools/seo_llm_answer for the schema, then POST the same URL with its arguments for the data.

Does <brand> appear in ChatGPT’s answer for <question> — runs a prompt through an LLM and returns its answer plus any cited sources/links, for AI-visibility (GEO) analysis: see what an LLM says about a brand, topic, or query and which sources it cites. Example: seo_llm_answer({ user_prompt: “What are the best running shoe brands?”, model_name: “gpt-4.1-mini”, _apiKey: “your-base64-key” })

Parameters

Name	Type	Required	Description
`user_prompt`	string	yes	The prompt/question to ask the LLM, e.g. “What are the best running shoe brands?”
`model_name`	string	no	LLM model to query (default “gpt-4.1-mini”; DataForSEO retired “gpt-4o” and rejects it with 40501 Invalid Field)
`_apiKey`	string	yes	DataForSEO API key = base64(“login:password”) from your dataforseo.com account

Example call

Arguments

{
  "user_prompt": "What are the best running shoe brands?",
  "model_name": "gpt-4.1-mini",
  "_apiKey": "your-seo-ai-visibility-api-key"
}

curl

curl -X POST https://gateway.pipeworx.io/seo-ai-visibility/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"seo_llm_answer","arguments":{"user_prompt":"What are the best running shoe brands?","model_name":"gpt-4.1-mini","_apiKey":"your-seo-ai-visibility-api-key"}}}'

TypeScript (@pipeworx/sdk)

import { Pipeworx } from '@pipeworx/sdk';
const pipeworx = new Pipeworx();

const result = await pipeworx.call('seo_llm_answer', {
  "user_prompt": "What are the best running shoe brands?",
  "model_name": "gpt-4.1-mini",
  "_apiKey": "your-seo-ai-visibility-api-key"
});

More examples

{
  "user_prompt": "Does Nike make sustainable athletic wear?",
  "_apiKey": "your-seo-ai-visibility-api-key"
}

Connect

Add this to your MCP client config — every tool in the catalog, including this one — or use one-click install buttons:

{
  "mcpServers": {
    "pipeworx": {
      "url": "https://pipeworx.io/mcp"
    }
  }
}

Connect to just the seo-ai-visibility pack

{
  "mcpServers": {
    "seo-ai-visibility": {
      "url": "https://gateway.pipeworx.io/seo-ai-visibility/mcp"
    }
  }
}

See Getting Started for client-specific install steps.

seo_llm_answer