
The Deep Waters of GEO: Why Brands in the AI Era Need an Independent "Cognitive Audit" — A Case Study of Hengqin Biyou
As AI becomes the first entry point for users seeking information, brands need independent cognitive audits to verify whether AI's perception of them is accurate. Using Hengqin Biyou as a case study, this article examines why diagnosis and execution must be separated in the GEO era.

