
AI visibility is not one metric. It is three structural problems on three different layers — retrieval, knowledge graph, context graph — each needing a different fix. How to diagnose which layer is broken before producing more content.

Your brand's knowledge graph determines how AI search engines recognize, understand, and cite your brand. Learn why it matters and how to strengthen your entity representation across AI systems.