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://getrankroot.com/api/mcp

{
  "mcpServers": {
    "rankroot": { "url": "https://getrankroot.com/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://getrankroot.com/api/audit?url=example.com
POST https://getrankroot.com/api/audit   {"url": "example.com"}

OpenAPI spec: /openapi.json · Badge: https://getrankroot.com/api/badge?url=example.com

GitHub Action

Fail CI when your AI visibility drops (for example, a robots.txt change that blocks AI search bots):

- uses: zachhhhh/rankroot-action@v1
  with:
    url: https://yourproduct.com
    min-score: 70

github.com/zachhhhh/rankroot-action

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.