Aeo
Scan any site URL for AI readiness and get a 100-point AEO score across six categories before you ship landing pages or docs.
Overview
Obaron AEO is an MCP server for the Launch phase that scans any website and returns a 100-point AI-readiness score across six AEO categories in seconds.
What is this MCP server?
- Scans any website URL for AI readiness in seconds
- Returns a 100-point score summarized for quick triage
- Evaluates six distinct AEO categories in one pass
- Remote streamable-http MCP at api.obaron.ai/aeo/mcp
- Server version 1.0.0
- 100-point scoring scale
- 6 AEO categories per scan
What problem does it solve?
Your landing page might look fine to humans but still score poorly for AI citation because you have no quick, repeatable AEO audit in your agent workflow.
Who is it for?
Solo builders shipping or refreshing marketing sites and docs who want agent-driven AEO scans without a separate SaaS tab.
Skip if: Teams that only need classic Google rank tracking with no interest in answer-engine or LLM citation readiness.
What do I get? / Deliverables
You get a six-category, 100-point AEO report per URL so you can prioritize fixes before distribution and GEO campaigns.
- 100-point AEO score per submitted URL
- Breakdown across six AEO categories for prioritization
- Repeatable scan results inside agent chat for before/after comparisons
Recommended MCP Servers
Journey fit
How it compares
On-demand AEO site scanner MCP, not multi-model brand tracking like Nudg3 or agentic-web discovery search.
Common Questions / FAQ
Who is Obaron AEO for?
Indie founders and solo marketers using Claude Code, Cursor, or Codex who need fast AI-readiness scores on their own URLs during launch prep.
When should I use Obaron AEO?
Use it before and after Launch when you publish or refactor pages you want cited in AI search, or when you audit docs and pricing for GEO gaps.
How do I add Obaron AEO to my agent?
Add https://api.obaron.ai/aeo/mcp as streamable-http in your MCP configuration, then pass target URLs to the scan tools from your agent session.