AEO Audit MCP Server

AEO (Answer Engine Optimization) audit tool — check any website's AI visibility score and get actionable recommendations.

Live endpoint: https://aeo-mcp-server.amdal-dev.workers.dev/mcp Protocol: MCP Streamable HTTP (2025-03-26) Free to use — no auth required

What it does

Analyzes why businesses don't appear in ChatGPT, Claude, Perplexity, and other AI assistant answers. Returns:

• Score 0-100 with letter grade (A–F)
• Breakdown: schema markup, meta tags, content quality, technical config, AI signals
• Issues: specific problems blocking AI visibility
• Recommendations: prioritized action list

Tools

analyze_aeo(url)

Full audit. Returns score, grade, category breakdown, all issues, and ranked recommendations.

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "analyze_aeo",
    "arguments": { "url": "https://example.com" }
  }
}

get_aeo_score(url)

Quick check — score and grade only.

check_ai_readiness(url)

Checks if AI crawlers (GPTBot, ClaudeBot) are blocked, if /llms.txt exists, and other crawler access signals.

Usage with Claude Desktop

Add to claude_desktop_config.json:

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

Usage with Cursor / other MCP clients

Endpoint: https://aeo-mcp-server.amdal-dev.workers.dev/mcp Transport: Streamable HTTP (POST)

What AEO checks

• Structured data (JSON-LD schema): LocalBusiness, FAQPage, AggregateRating, OpeningHours
• Meta tags: Title, description, OpenGraph
• Content quality: Word count, H1/H2 headings, location signals, FAQ section, prices
• Technical: robots.txt AI bot access, llms.txt, sitemap, load speed
• AI signals: Speakable schema, statistics/numbers, structured content

About

Built by Synlig Digital — AEO services for Norwegian businesses. Contact: hei@synligdigital.no