
From Ranking Anxiety to Audit Thinking: Reconstructing the Underlying Logic of GEO Service Provider Selection in 2026
The black-box effect of AI search is amplifying brand decision risks, and GEO service provider selection needs to shift from ranking anxiety to audit thinking. This article analyzes the underlying logic of separating diagnosis from execution and provides a practical selection framework for Hengqin Biyou's SOUGEO and InsGEO.





































