
Attribution-Based GEO: A New Paradigm for Brand Competition from 'Data Guessing' to 'Causal Chain Transparency'
Attribution-based GEO is becoming a new paradigm for brand competition. SOUGEO helps brands move from 'data guessing' to 'causal chain transparency' through a four-layer attribution framework and AI report analysts, rebuilding brand credibility assets in the AI era.
