AEO Scanner
Score how well a site is cited by ChatGPT, Perplexity, and Claude—and get actionable fix snippets before you ship content or landing pages.
Overview
AEO Scanner is an MCP server for the Launch phase that scores AI answer-engine visibility (AEO, GEO, and Agent) and can return fix-oriented guidance for ChatGPT, Perplexity, and Claude discovery.
What is this MCP server?
- Triple visibility score: AEO, GEO, and Agent readiness in one audit framing
- Remote streamable-http MCP at aeo-mcp.convrgent.ai (no local server required for hosted use)
- Free tier plus paid tools audit_site, compare_sites, and fix_site with generated fix code
- PyPI package aeo-scanner v2.2.1 with optional stdio transport
- Paid scans use AEO_API_KEY from scan.convrgent.ai
- Server version 2.2.1
- Three score dimensions: AEO, GEO, and Agent
- Hosted MCP endpoint: aeo-mcp.convrgent.ai/mcp
What problem does it solve?
You shipped a site but have no idea whether AI assistants will cite you—or what concrete HTML or content changes would improve that.
Who is it for?
Indie founders polishing launch pages, docs, or blogs who want Perplexity- and ChatGPT-style visibility metrics inside their coding agent.
Skip if: Teams that only need Google Search Console rank tracking with no AI-citation or generative-search angle.
What do I get? / Deliverables
After you register the MCP endpoint or PyPI server, your agent can run visibility scans and (with an API key) compare sites and pull fix code into your repo workflow.
- Triple AEO+GEO+Agent visibility assessment for a URL or site
- Competitive site comparison on paid plans
- Fix-oriented code or content guidance via fix_site (paid)
Recommended MCP Servers
Journey fit
Answer-engine and generative visibility are a Launch concern: you optimize discovery after the product exists but before distribution compounds. GEO (generative-engine optimization) is the canonical shelf for triple AEO+GEO+Agent scoring aimed at AI search surfaces, not classic SERP-only SEO.
How it compares
MCP visibility auditor with fix code, not a generic SEO keyword research skill.
Common Questions / FAQ
Who is AEO Scanner for?
Solo and indie builders who ship web properties and need AI answer-engine visibility (AEO/GEO/Agent) checked from Claude Code, Cursor, or similar MCP clients.
When should I use AEO Scanner?
Use it in Launch when you are tuning landing pages, docs, or marketing copy for citations in ChatGPT, Perplexity, and Claude—not as a substitute for full product analytics.
How do I add AEO Scanner to my agent?
Add the remote MCP URL https://aeo-mcp.convrgent.ai/mcp (streamable-http) or install the PyPI aeo-scanner package for stdio; set AEO_API_KEY for paid audit_site, compare_sites, and fix_site tools.