Citation Rate
A new study of 23 million AI citations found that 44% appear once and vanish, and the typical citation lasts 11 to 15 days. The number is real and worth taking seriously. But it measures what happens, not why. Durability is a function of structural citability – and that is the lever the data points to.
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Citation Rate
The entire AI visibility market measures the same thing: how often AI mentions your brand. It is the easy number. It is also the symptom. The cause – whether your site is structurally citable in the first place – is the metric almost no one builds, because it is harder to explain. That is exactly why it matters more.
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AI Visibility
Google has rolled out personalized AI search at scale. Two people, same query, different answers. The market is realizing what mature AI visibility frameworks knew already: a single metric was never enough. AVI and Citability Score are two probabilities, not one. They work shoulder to shoulder.
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AI Visibility
TikTok just rolled out Tako, AI Overviews and AI-powered Related Posts. A new AI discovery surface enters the conversation — here is what changes for your AI Visibility Index and which Citation Rate parameters react first.
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