
CEO World
Measuring Brand Visibility in the Age of AI
As 94% of enterprise executives plan to increase their AI visibility budgets in 2026, many marketers remain unable to measure the impact of their efforts. Tracking a brand’s presence in AI responses requires moving beyond simple vanity metrics to distinguish between mere mentions, factual citations, and genuine commercial recommendations.
























