AEO Scanner
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AI search visibility audit with dual scores and generated fix code
Details
- Author
- convrgent
- Categories
- Search, Other
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Setup
Install AEO Scanner in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/convrgent/aeo-scanner-mcp
Follow the installation instructions in the repository README, then restart your MCP client.
AI search visibility audit for any website. Three scores, one scan.
- AEO Score (0-100):How well AI search engines (ChatGPT, Perplexity, Google AI Overviews) can find, read, and cite your content
- GEO Score (0-100):How likely AI is to cite your site as a source — citation readiness for AI-generated answers
- Agent Readiness (0-100):How easily AI agents can understand, interact with, and transact on your site
- Mention Readiness (0-100):Predicts how likely AI will mention your brand, based on 12 research-backed signals
- AI Identity Card:How AI currently perceives your brand — gaps, citable claims, detected competitors
- Business Profile:Auto-detected business type (commerce/saas/media/general) with which scores matter most
Remote server (recommended)— zero install, just add the URL:
# Claude Code claude mcp add --transport http aeo-scanner https://aeo-mcp.convrgent.ai/mcp # Claude Desktop / Claude.ai # Settings → Connectors → Add custom connector → https://aeo-mcp.convrgent.ai/mcp # Cursor — add to .cursor/mcp.json { "aeo-scanner": { "url": "https://aeo-mcp.convrgent.ai/mcp" } }
Then ask your AI assistant:"Scan example.com for AI visibility"
Alternative: local installvia PyPI (stdio transport):
claude mcp add aeo-scanner -- uvx aeo-scanner
scan_siteworks without any authentication. No API key, no wallet, no setup.
Rate limits: 20 scans/hour per IP, 5 per URL per day.
audit_site,compare_sites, andfix_siterequire an API key:
- Get your key atscan.convrgent.ai
- SetAEO_API_KEYin your MCP config
Or pay per call with USDC viax402 protocol(Base network).
The includedoptimize_siteprompt guides the full workflow:
- Scan— get baseline scores + mention readiness + business profile (free)
- Compare— benchmark against detected competitors ($3)
- Audit— see detailed breakdown by category ($1)
- Fix— get working code with quick-win and full-ceiling projections ($5)
- Rescan— verify improvement across all scores (free)
58+ checks across 12 categories. See the built-inaeo://reference/scoring-methodologyresource for full details.
AEO categories:Structured Data (30%), Meta & Technical (20%), AI Accessibility (25%), Content Quality (25%)
GEO categories:Brand Narrative Clarity (25%), Citation Readiness (25%), Authority Signals (25%), Entity Definition (25%)
Agent Readiness categories:Machine Identity (30%), API Discoverability (25%), Structured Actions (25%), Programmatic Access (20%)
Grades:A (90+), B (75-89), C (60-74), D (40-59), F (0-39)
GEO checks are backed by peer-reviewed research: Princeton KDD 2024 (+115% visibility from citing sources), Growth Memo (44.2% citations from first 30% of content), Cornell (+28% from quantitative claims), and more. See scoring methodology for full citations.
Built byConvrgent— AI visibility tools for agents.
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