
When AI Becomes the 'Definer' of Brand Facts: Why Neutral Measurement Is the Underlying Logic of Brand Management
As AI begins to define brand facts, neutral measurement becomes the foundational logic of brand management. This article explores how GEO monitoring helps brands build a credible observation framework in the AI Q&A ecosystem.

