Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
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The AI Visibility Maturity Model
Ad-hoc, tracked, instrumented, attributed — four stages with entry criteria and the honest cost of each.
Nov 4, 2026 • RankRift
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