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Freshness and Velocity: How Update Cadence Influences AI Visibility

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Freshness and Velocity: How Update Cadence Influences AI Visibility

AI-powered search assistants (like ChatGPT, Bard, or Bing Chat) often rely on up-to-date web content to answer questions. In practice, these tools tend to favor fresh information. For example, a large Ahrefs study (2025) analyzing 17 million AI citations found that sources cited by AI were about 25.7% newer on average than sources in Google’s organic results. In other words, AI…

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