Structured Data AI Audit — Understand What AI Sees on Your Site

Modern search and AI systems no longer evaluate pages as isolated documents. They interpret your site as a network of entities, relationships, and identifiers. If your structured data is incomplete, inconsistent, or disconnected, AI models cannot understand what your pages represent — and your brand becomes invisible in AI‑driven retrieval.

This audit analyzes your site the way an LLM does:
  • What entity type each page actually is
  • What schema exists and what is missing
  • Whether entities are connected via persistent @id identifiers
  • Whether your content forms a coherent knowledge graph
  • What the AI sees versus what it should see
  • How broken or missing relationships affect your visibility, trust, and rankings

Explore the MCO Structured Data Technical Framework

This is not a schema validator. This is a Model Context Optimization(MCO) audit — a diagnostic of how machine‑readable, semantically connected, and AI‑ready your site truly is.

Start with a free one‑page analysis to see how your structured data is interpreted by AI.

Analyze Single Page — Free
Full Site Audit — MCO Structured Data

Run the full Model Context Optimization audit across your entire site. Enter your homepage — we auto-detect your site segments. Edit, add, or remove pages before paying.