
How to Measure AI Search Visibility: KPIs, Metrics & Dashboards for 2026
AI search visibility now runs on two separate measurement systems. Citation frequency, prompt coverage, and revenue influenced by AI search tell you whether the strategy works — but none of it matters if your infrastructure








