AI Search KPIs for CMOs
An executive report should explain visibility in the tracked sample, the quality of brand representation and any observed business outcomes. Keep those measures distinct so the report supports a decision.
Use a small set of defined measures
Report mention rate for relevant unbranded questions, a clearly defined competitor share, material accuracy issues and citations to important pages. Include the sample size, engines and period. A composite score is useful only when its changes can be explained.
Separate reach from business outcomes
Identifiable referrals and qualified conversions can be reviewed alongside visibility. They do not establish the value of every mention. Branded-search or direct-traffic growth may have several causes; do not assign the entire change to AI without supporting evidence.
Make the executive summary actionable
State one finding, show its supporting answer or trend and name the decision it informs. For example, an outdated implementation claim may justify updating documentation. Add the owner and review date, and distinguish observed results from the outcome you hope to achieve.