AEO Scanner

convrgent/aeo-scanner-mcp

Gives Claude direct access to AI search visibility scanning across ChatGPT, Perplexity, and Google AI Overviews. Exposes four tools: scan_site for free triple scoring (AEO, GEO, agent readiness), audit_site for detailed breakdowns across 58 checks, compare_sites for competitive gap analysis, and fix_site to generate implementation code with score projections. Scoring spans structured data, citation readiness, API discoverability, and brand mention likelihood based on peer-reviewed research. Works remotely via HTTPS or locally through PyPI. Free tier gives you 20 scans per hour with no auth. Paid features need an API key or work via x402 USDC payments. Useful if you're optimizing content for AI citation or preparing sites for agent interaction.

tools: 4
auth: Secret needed
transport: STDIO, HTTP
env var: 1
last updated: Apr 17, 2026

View on GitHub

Install

From registry metadata

$ npx add-mcp https://aeo-mcp.convrgent.ai/mcp --name aeo-scanner

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http aeo-scanner https://aeo-mcp.convrgent.ai/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 4 tools

Verified live against the running server on Nov 6, 2026.

scan_siteQuick AI visibility scan. Returns three scores: AEO Score (0-100, AI search engine findability), GEO Score (0-100, AI citation readiness), and Agent Readiness Score (0-100, AI agent interaction capability). Also returns AI Identity Card with mention readiness (0-100, predicts...2 params

Quick AI visibility scan. Returns three scores: AEO Score (0-100, AI search engine findability), GEO Score (0-100, AI citation readiness), and Agent Readiness Score (0-100, AI agent interaction capability). Also returns AI Identity Card with mention readiness (0-100, predicts...

Parameters* required

pagesinteger

Number of pages to scan (1-5)default: 3

url*string

Full URL to scan (e.g. https://example.com)

audit_siteFull AI visibility audit across 77+ checks in 12 categories (4 AEO + 4 GEO + 4 Agent Readiness). Returns detailed per-check scores with specific issues and recommendations, AI Identity Card with mention readiness and detected competitors, and business profile. GEO checks inclu...3 params

Full AI visibility audit across 77+ checks in 12 categories (4 AEO + 4 GEO + 4 Agent Readiness). Returns detailed per-check scores with specific issues and recommendations, AI Identity Card with mention readiness and detected competitors, and business profile. GEO checks inclu...

Parameters* required

categoriesarray

Filter to specific categories: structured_data, meta_technical, ai_accessibility, content_quality, brand_narrative, citation_readiness, authority_signals, entity_definition, machine_identity, api_d...

pagesinteger

Number of pages to audit (1-10)default: 5

url*string

Full URL to audit

fix_siteGenerate complete fix code for all AI visibility issues across AEO, GEO, and Agent Readiness. Returns working code you can apply directly — schema generation, robots.txt, sitemap, llms.txt, meta tags, structured data, citation signals, entity markup. Also returns two-tier scor...4 params

Generate complete fix code for all AI visibility issues across AEO, GEO, and Agent Readiness. Returns working code you can apply directly — schema generation, robots.txt, sitemap, llms.txt, meta tags, structured data, citation signals, entity markup. Also returns two-tier scor...

Parameters* required

formatstring

Output format: generic or claude_code (optimized for Claude Code)one of generic · claude_codedefault: generic

pagesinteger

Number of pages to analyze (1-10); ignored when scan_id is useddefault: 5

scan_idstring

id from a recent audit_site response — reuses that crawl (1h TTL), instant response

urlstring

Full URL to generate fixes for (required unless scan_id is given)

compare_sitesCompetitive gap analysis — scans two sites concurrently, shows side-by-side scores, category-by-category winners, competitive gaps (checks where the competitor scored 20+ higher), and generated overtake fix code with projected scores after closing gaps. Use this when the user...3 params

Competitive gap analysis — scans two sites concurrently, shows side-by-side scores, category-by-category winners, competitive gaps (checks where the competitor scored 20+ higher), and generated overtake fix code with projected scores after closing gaps. Use this when the user...

Parameters* required

competitorUrl*string

Competitor site URL to benchmark against

pagesinteger

Number of pages to scan per site (1-5)default: 5

url*string

Your site URL

Configuration

AEO_API_KEYsecret

API key for paid tools (audit_site, compare_sites, fix_site). Get at https://scan.convrgent.ai

Readme

AEO Scanner — MCP Server

AI search visibility audit for any website. Three scores, one scan.

What it does

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

Quick start

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

View the full README on GitHub

Details

Repository: github.com/convrgent/aeo-scanner-mcp
Category: AI & LLM Tools
Package: aeo-scanner
Transport: STDIO, HTTP
Auth: Required
Registry: MCP registry, active
Resources: 1
Prompts: 1
Tools verified: Nov 6, 2026

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