Practical reference notes on prompt sets, citations, brand mentions, and honest measurement of AI visibility.
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What Counts As A Citation In An AI Answer
Mentions, citations, and links are three different things in an AI answer. Getting them confused breaks your reporting.
Nov 4, 2026 • RankRift
Read moreWhen A Mention Isn't A Recommendation
Being named isn't the same as being recommended — and raw mention counts hide the difference.
Nov 4, 2026 • RankRift
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