Part I: Stop Falling for AI Visibility Vanity Metrics

Before you can improve your brand’s AI visibility, you have to stop measuring it the wrong way. Part I breaks down why the most commonly sold “AI visibility” metrics mislead marketers — and what actually determines whether AI recommends your brand.

• Search has shifted from PageRank to entity authority.
• Most vendor “AI visibility scores” measure mentions, not recommendations.
• AI answers are volatile — a single check tells you almost nothing.