GoAI Moat — AI Visibility MCP

Multi-model AI visibility audit for any website or brand. Asks ChatGPT (consumer app), Perplexity, and Grok what they actually know about a brand, scans the site for GEO/SEO health, and returns a 0–100 score with a benchmark percentile.

What it does

• audit_ai_visibility(url) — full audit: multi-model AI mentions + GEO/SEO health + 0–100 score + benchmark percentile + prioritized issues.

• check_ai_mentions(brand) — quick check: what ChatGPT / Perplexity / Grok say about a brand.

Related MCP server: ai-visibility-mcp

Why pay for this

Most "AI visibility" tools only check your website. This MCP checks what AI models actually say about the brand — the ground truth of whether AI will mention, recommend, or ignore you. The benchmark percentile (vs. 500+ cross-border brands) is data you can't get by calling an LLM yourself.

Pricing

• Free: 3 audits per email.

• Subscription: $98/month — 10 audits/day, 100 audits/month.

• Activate via check_license(license_key, email).

Run locally (stdio)

pip install -r requirements.txt
python server.py

No credentials are required to start the server (introspection works). Credentials (MONID_API_KEY, SERPER_API_KEY, GROK_API_KEY, PERPLEXITY_API_KEY) are only needed at call time — the tool returns a clear error if they are missing.

Hosted endpoint

https://ai-visibility.mcp.goaimoat.com/mcp

License

MIT