
Which Consumer Categories Carry the Greatest Structural Exposure to AI Search Substitution
The Casualty List, Volume I. Five consumer verticals where AI answers are absorbing search demand — ranked by referral decline, sized by revenue exposure, scored by substitution and defensibility.









