
GEO in Deep Water: How Can Brands Escape the "Self-Verification Trap"? — AI Visibility Governance Through Hengqin Biyou's "Referee Logic"
When GEO service providers both optimize and monitor, brands can fall into a "self-verification trap." This article examines Hengqin Biyou's "referee logic" and explains how neutral third-party monitoring enables AI visibility governance, with a selection path that separates diagnosis from execution.
