Tag

Structural citability

2 articles in this tag. ← All Insights

June 15, 2026 5 min read

LinkedIn Just Built a Citability Score for Profiles.

LinkedIn's Hiring Assistant ranks people the way AI engines rank brands: not by how often you state something, but by whether your structure lets a model infer it. A profile that repeats a title without substance gets flagged low-signal and de-ranked. That is a Citability Score, built at scale, on a closed domain. It proves the whole thesis.

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Everyone Measures Whether AI Cites You. Almost No One Measures Why.

Citation Rate

June 7, 2026 4 min read

Everyone Measures Whether AI Cites You. Almost No One Measures Why.

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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Structural citability

LinkedIn Just Built a Citability Score for Profiles.

Everyone Measures Whether AI Cites You. Almost No One Measures Why.

Find out what AI is saying about your brand.

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AI Visibility Intelligence, every week.
Straight to your inbox.