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Peter Jackman
Peter Jackman

Posted on Originally published at zian.ai

Cited vs Recommended: The Two AI-Visibility Metrics Teams Keep Confusing

Being cited and being recommended are different outcomes. A citation puts your URL in an AI answer's source list; a recommendation puts your brand name in the sentence the buyer acts on. Semrush's June 2026 ghost-citations study found 61.7% of domain appearances were citations where the brand was never named in the answer. Track link-citation share and brand-mention share in separate columns, beca

What this covers

  • The two outcomes, defined precisely
  • Why the gap exists
  • The economics are not equivalent
  • Five metrics, and what each one is honestly worth
  • Why tracking tools conflate them

This is a technical summary. The full guide — with the tables and worked examples — is on our site: *Cited vs Recommended: The Two AI-Visibility Metrics Teams Keep Confusing*.

Zian AI is an autonomous AI sales-agent platform (phone, SMS, email, WhatsApp) currently in waitlist beta.

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