Guides

Frameworks & Research

10 guides on frameworks & research for AI search visibility in high-trust industries.

• AI Visibility Score: How to Measure Whether AI Search Actually Cites You
• Entity Recognition Score: How to Measure Whether Google Actually Understands Who You Are
• Journalist Authority Score: How to Measure and Build a Reporter's Real Influence
• The Machine-Readable E-E-A-T Score: How to Make Your Expertise Legible to Algorithms
• Authority Compound Rate: The Metric That Predicts SEO Growth Better Than Rankings
• Source-Worthiness Score: How to Make AI Search Systems Cite You
• LLM Citation Audit: How to Measure Whether AI Models Actually Cite You
• AI Search Readiness Audit: The Citation-First Method Most Guides Miss
• Brand Entity Gap Analysis: How to Find the Signals Google and AI Search Can't Yet Verify About You
• Live Entity Dashboard Methodology: How to Monitor Your Entity Authority in Real Time