AEO Audit

AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.

Should I use this

Quality & Safety

A
Description quality
95%
Schema completeness
93%
Naming quality
90%
Poisoning risk
80%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • HIGHTool poisoning patterns detected
  • MEDIUMTool description contains URL to non-standard domainin audit_domain_premium

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~679Tokens (tool definitions)
~1.2 KBTypical response size
Moderate attention impact (0.53% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "aeo-audit": {
      "url": "https://aeo-mcp-server.amdal-dev.workers.dev/mcp"
    }
  }
}

Remote endpoints

https://aeo-mcp-server.amdal-dev.workers.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢audit_domain(domain, queries, competitors, provider)

Run a full AEO (Answer Engine Optimization) audit for a domain. Checks how the domain appears across AI answer engines for given queries. Returns citation rate, grade (A-F), competitor comparison, and per-query results.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "The domain to audit (e.g., 'example.com')"
    },
    "queries": {
      "minItems": 1,
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Search queries to test"
    },
    "competitors": {
      "description": "Competitor domains",
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "provider": {
      "description": "AI engine (default: exa)",
      "type": "string",
      "enum": [
        "exa",
        "perplexity"
      ]
    }
  },
  "required": [
    "domain",
    "queries"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢quick_check(domain, query, provider)

Quick single-query AI visibility check for a domain.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "The domain to check"
    },
    "query": {
      "type": "string",
      "description": "The search query to test"
    },
    "provider": {
      "type": "string",
      "enum": [
        "exa",
        "perplexity"
      ]
    }
  },
  "required": [
    "domain",
    "query"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢suggest_queries(domain, industry, language, count)

Generate AEO audit queries for a domain/industry.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    },
    "industry": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "enum": [
        "en",
        "no",
        "de",
        "fr",
        "es"
      ]
    },
    "count": {
      "type": "number",
      "minimum": 3,
      "maximum": 10
    }
  },
  "required": [
    "domain"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢audit_domain_premium(domain, queries, competitors, provider)

Premium AEO audit. Subscribe at https://buy.stripe.com/dRmbJ1cJh72E3TO57agjC00 ($9/mo unlimited) or pay $0.10 USDC per call via x402. Includes everything in audit_domain PLUS: - Actionable recommendations with priority ranking - Technical implementation guide (llms.txt, structured data, FAQ schema) - Competitive gap analysis with specific improvement steps - Estimated score improvement per recommendation

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "The domain to audit (e.g., 'example.com')"
    },
    "queries": {
      "minItems": 1,
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Search queries to test"
    },
    "competitors": {
      "description": "Competitor domains",
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "provider": {
      "description": "AI engine (default: exa)",
      "type": "string",
      "enum": [
        "exa",
        "perplexity"
      ]
    }
  },
  "required": [
    "domain",
    "queries"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

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Evidence

Recent observations

verifiedversion not recorded4 tools
verifiedversion not recorded4 tools