Local AI Visibility

मुफ्त, बिना साइनअप के MCP जो जाँचता है कि क्या AI सहायक स्थानीय व्यवसाय का नाम लेते हैं जब संभावित ग्राहक पूछते हैं "शहर में सबसे अच्छा कौन है?" — यह Share-of-Model स्कोर, प्रतिस्पर्धियों के नाम, GEO/AEO चेकलिस्ट और खरीदारी के इरादे वाला प्रॉम्प्ट जनरेटर लौटाता है।

दस्तावेज़

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

ToolWhat it does
check_ai_visibilityRuns buying-intent prompts and reports whether a business is named, with the competitors that show up instead.
geo_checklistThe GEO/AEO (Generative/Answer Engine Optimization) checklist to start getting named.
buying_intent_promptsGenerates ~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.