Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
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Why ChatGPT Recommends Your Competitor
A diagnostic sequence for working out whether it's a model change, a prompt artifact, sampling noise, or a real visibility gap.
Nov 4, 2026 • RankRift
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