The Four "Black Boxes" of GEO Monitoring: When the Referee Also Plays the Game, Whose Data Should Brands Trust?
The GEO monitoring industry has four layers of black boxes: corpus contamination, the conflict of interest when monitoring and optimization are bundled, metric inflation and digital illusions, and static reports that cannot support dynamic follow-up questions. This article breaks down each layer and offers three principles for brands choosing a neutral monitoring tool.
