Articles

    • AI Makes You Smarter but None the Wiser

      What a peer-reviewed study on AI-driven overconfidence means for AI visibility, with a cited reading list.

    • Entity Lock Protocol

      The framework for AI-system entity resolution: how a single, authoritative version of an entity is established and held across models.

    • BackTier Visibility Path

      Citation → Inclusion → Selection: the three-stage measurement path. The Agentic Visibility Path adds Transaction.

    • Hybrid Engine Optimization

      Operating across SEO, GEO, and AEO at once, rather than treating them as separate disciplines.

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