Local AI Visibility
MCP miễn phí, không cần đăng ký, kiểm tra xem trợ lý AI có nhắc đến doanh nghiệp địa phương khi khách hàng tiềm năng hỏi "ai là người giỏi nhất trong thị trấn?" — trả về điểm Share-of-Model, các đối thủ cạnh tranh được nhắc đến thay thế, danh sách kiểm tra GEO/AEO và trình tạo gợi ý ý định mua hàng.
Tài liệu
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.