Data-driven perspectives on SEO, marketing, and digital growth.
AI Visibility Author Entity Signals: The Practitioner’s Guide to Building Author Authority LLMs don’t just evaluate your content. They evaluate who wrote it. Author…
Content Strategy How to Structure Content for Multi-Platform AI Citation The same content, structured two different ways, gets cited by…
Technical SEO Schema Markup That AI Actually Uses vs Schema Markup That Doesn’t Matter We tested 14 schema types across…
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AI Visibility The Quarterly AI Visibility Review: What to Measure and Why A 4-week operating framework for tracking how AI…
AI Visibility How to Build an Entity Truth Document for Your Brand An entity truth document is a single reference…
AI Visibility GEO vs AEO vs LLM SEO: A Decision Framework for What to Prioritize Three disciplines. One budget. Here’s…
AI Visibility The Definition Consistency Principle: Why Saying the Same Thing Everywhere Matters When the same concept gets identical definitions…
AI Visibility How AI Overviews Source Selection Actually Works (Reverse-Engineered) After testing 300 AI prompts across 4 platforms for BFSI…
AI Visibility AI Citation Audit: The 15-Point Framework for Any Brand A printable, scoreable checklist that tells you exactly where…
AI Visibility The Entity Confidence Model: How LLMs Decide What to Cite Large language models don’t cite randomly. They calculate…