Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
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How To Detect AI-Assistant Referral Traffic In GA4
The configuration steps that work, and an honest account of what this data can't tell you.
Nov 4, 2026 • RankRift
Read moreIs "Dark" AI Traffic Real? Reading Direct-Traffic Inflation
Direct traffic jumped and nobody can explain it. What can be evidenced, and what is still speculation.
Nov 4, 2026 • RankRift
Read moreWhat You Can And Cannot Claim Causally About AI Visibility
Model updates, seasonality, and competitor moves all confound your result. Language that survives scrutiny.
Nov 4, 2026 • RankRift
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