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AI Visibility Checker

work.agentexchange.aivisibility/ai-visibility-mcp
Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).
healthy
status
2
tools exposed
1820ms
connect latency
241263a7aaa2
schema fingerprint

Tools (2)

check_ai_visibility
Estimate brand recommendation visibility with a representative large language model when buyers ask for recommendations in its category. Returns an AI Visibility Score (0-100), how often the brand is named across real buyer questions, and which competitor brands the AI names instead. Free.
check_agent_readiness
Audit whether a website is ready for AI shopping/research AGENTS to discover and use it: AI-crawler access (GPTBot/ClaudeBot/PerplexityBot), llms.txt, schema.org structured data, and a /.well-known agent manifest. Returns a 0-100 agent-readiness score with specific gaps. Free.

Endpoint

https://aivisibility.agentexchange.work/mcp
Category: AI & LLM · Last checked: 2026-08-15T10:26:45Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.