Specularis AI Visibility Audit
mcp remote · streamable-http · v1.0.1 · source: crawl
https://specularis-mcp-audit-production.up.railway.app/mcp
https://github.com/AdevAarons/specularis-mcp-audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
Works
100
Verified Oct 31, 2026 · p50 499 ms · p95 577 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'specularis-ai-visibility-audit' |
| tools_listed | 15 | pass | 3 tools |
| schema_complete | 15 | pass | 3 of 3 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 499 ms |
| latency_p95 | 5 | pass | p95 577 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (3)
| Name | Description | Schema |
|---|---|---|
run_ai_visibility_audit | Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and | typed |
book_strategy_call | Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO. | typed |
find_ai_citations | Given a buyer query (e.g. 'best real estate agent in Tampa') and a website domain, find the exact sources ChatGPT, Perplexity, Claude, and Gemini cite when answering that query — and whether the domai | typed |
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[](https://app.agent-xm.com/a/io-github-adevaarons-specularis-mcp-audit)
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