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AI citation readiness

What AI citation readiness means for a business website

AI citation readiness describes whether a public page gives retrieval systems a clear, accessible, and attributable answer to a relevant question. It is a measurable preparation state, not a citation guarantee.

The four readiness layers

A page can be online but still be difficult to retrieve or understand. Readiness connects technical access with clear product semantics and useful evidence.

  • Accessibility: the page returns a usable response and is not accidentally blocked.
  • Entity clarity: names, relationships, categories, and canonical URLs are consistent.
  • Passage quality: important questions receive direct, specific, attributable answers.
  • Evidence integrity: observed citations, simulations, and recommendations remain distinguishable.

Readiness is not ranking

A crawler-access check can verify conditions such as robots policy and rendered content at a recorded time. It cannot verify that a third-party system will index the page, rank it, retrieve it for a particular prompt, or cite it in an answer.

Where Vite.cite helps

Vite.cite audits the observable layers, highlights gaps, supports citation-ready drafts and markup, and gives teams a repeatable way to compare later evidence with a known baseline.

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