
The "Self-Verification Trap" in GEO: Why the AI Visibility Rankings You See May Have Been Designed from the Start
The GEO industry has a self-verification trap: providers that both optimize and monitor may design the rankings. This article reveals three secrets and introduces an independent monitoring path that only measures, never optimizes.










