Local AI Visibility

from andrew7carlin

Free, no-signup MCP that checks whether AI assistants name a local business when prospects ask "who's the best in town?" — returns a Share-of-Model score, the competitors named instead, a GEO/AEO checklist, and a buying-intent prompt generator.

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Local AI Visibility — free MCP server

See whether AI assistants (ChatGPT, Claude, Gemini) actually recommend a local business when prospects ask "who's the best in town?" — then get the toolkit to fix it. Free, no signup.

A remote MCP server you connect in Claude or Cursor. Ask it about any local business and it reports a Share-of-Model score plus the competitors AI names instead.

Tools

Tool	What it does
`check_ai_visibility`	Runs buying-intent prompts and reports whether a business is named, with the competitors that show up instead.
`geo_checklist`	The GEO/AEO (Generative/Answer Engine Optimization) checklist to start getting named.
`buying_intent_prompts`	Generates ~10 prompts a real prospect would ask an AI when looking for that service.

Connect it (remote, Streamable HTTP)

Claude Code (CLI):

claude mcp add --transport http local-ai-visibility https://wedge-mcp.andrew7carlin.workers.dev/mcp

Claude Desktop / Cursor / generic client — add to your MCP config (exact key names vary by client):

{
  "mcpServers": {
    "local-ai-visibility": {
      "type": "streamable-http",
      "url": "https://wedge-mcp.andrew7carlin.workers.dev/mcp"
    }
  }
}

Then ask: "Check the AI visibility of [business], a [category] in [city]."

Example

Check the AI visibility of Renew Medical Spa, a med spa in Las Vegas, NV.

Returns Share-of-Model (e.g. mentioned in 0/3), the buying-intent prompts tested, and the competitors named instead (Revive Med Spa, Tiffany Med Spa, Destination Aesthetics…).

Get the toolkit

GEO Prompt Pack — $49: 25+ buying-intent prompt templates, the full GEO/AEO checklist, cold-outreach templates, and a one-page audit report template.
Agency Bundle — $149: everything above + white-label outreach/reporting templates and a monthly re-test cadence playbook for retaining clients.

Buy at the homepage.

Want it done for you?

Full multi-engine audit across ChatGPT, Perplexity, Google AI & Gemini → Citely.

Notes

The free MCP check is a single-engine (Claude), few-prompt teaser and detection is heuristic — verify names manually. The paid audit (Citely) runs multiple engines with more prompts.

A product of Pith Strategies LLC.