Specularis AI Visibility Audit

io.github.AdevAarons/specularis-mcp-audit · v1.0.1

Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?

MCPremoteno credentialsWeb search & scrapingMessagingEmail

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 3 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 3 tools · 2 read, 1 write · Messaging, Web search & scraping, Email

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made

Answers without login: +30
Speed of first answer: +10
Lists tools: +10
Tool descriptions: +15
Parameter descriptions: +10
Read/write annotations: +5
Safe test call: +8
More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL

https://specularis-mcp-audit-production.up.railway.app/mcp

Tools

3 tools listed at last check

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 llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fi
book_strategy_call Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.
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 domain appears in any of them. Returns the ranked source list (with which engine cites each) and an 'appe

Badge

Markdown for your README

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Repository · Website