Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
Measurement & Metricsmetricsshare-of-voiceShare Of Voice, Citation Share, Mention Rate: Which Metric Answers Which QuestionFour numbers on a dashboard, four different questions. Formulas, worked examples, and the failure mode of each.