Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
Reporting & Impactattributiondark-trafficIs "Dark" AI Traffic Real? Reading Direct-Traffic InflationDirect traffic jumped and nobody can explain it. What can be evidenced, and what is still speculation.