RankRoot AI Visibility

Audit any website's visibility to ChatGPT, Perplexity, Claude and AI agents (AI crawler access, llms.txt, schema, agent readiness) and generate ready-to-publish llms.txt, robots.txt and JSON-LD. Free remote MCP server, no API key needed.

View on netlify.appTry this MCPSponsored

Hosted MCP Server

npx add-mcp 'https://rankroot-ai.netlify.app/api/mcp'

Installs into Claude Code, Codex, Cursor and more

Documentation

RankRoot for AI agents

Free, no API key. Agents can audit any public website's visibility to AI answer engines and get publish-ready fix files.

MCP server

Endpoint (Streamable HTTP, stateless): https://rankroot-ai.netlify.app/api/mcp

{
  "mcpServers": {
    "rankroot": { "url": "https://rankroot-ai.netlify.app/api/mcp" }
  }
}

Tools:

  • audit_ai_visibility(url): 0-100 score, category scores, prioritized fixes, report link, badge markdown.
  • generate_ai_visibility_files(url): llms.txt, AI-friendly robots.txt, schema.org JSON-LD.

HTTP API

GET https://rankroot-ai.netlify.app/api/audit?url=example.com
POST https://rankroot-ai.netlify.app/api/audit   {"url": "example.com"}

OpenAPI spec: /openapi.json · Badge: https://rankroot-ai.netlify.app/api/badge?url=example.com

Limits

20 audits per 10 minutes per IP. Results cached 10 minutes. Only public http(s) sites are fetched.

Our crawler identifies as RankRootBot/1.0.