seo_llm_answer

Pack: seo-ai-visibility · Endpoint: https://gateway.pipeworx.io/seo-ai-visibility/mcp

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-4o”, _apiKey: “your-base64-key” })

Parameters

NameTypeRequiredDescription
user_promptstringyesThe prompt/question to ask the LLM, e.g. “What are the best running shoe brands?”
model_namestringnoLLM model to query (default “gpt-4o”)
_apiKeystringyesDataForSEO 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-4o",
  "_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-4o","_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-4o",
  "_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, or use one-click install buttons:

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

See Getting Started for client-specific install steps.

Regenerated from source · build August 10, 2026