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What counts as proof of AI visibility?

AI Search Proof and Citations · 2026-07-06

Proof depends on the claim being made. A server log can show that a recognised AI service retrieved a public resource. A screenshot can show a visible citation or mention in a particular AI answer. Referrer data can sometimes show that a browser arrived from an AI service. Those are different forms of evidence, and none should be silently upgraded into a sale or recommendation. OTC’s reporting philosophy is to name the stage that can actually be observed.

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Natural Follow-Up Questions

Related questions that go deeper into the same subject.

Natural follow-up · ClarifyIs AI retrieval the same as an AI citation?

An AI citation is a visible source attribution inside an AI-generated answer: the user can see that a page, domain or source has been referenced. Retrieval is earlier and less visible. It means an identified system successfully requested or accessed a resource while researching or constructing an an…

Natural follow-up · ComparisonIs an AI citation the same as an AI referral?

No. A citation is visible source attribution inside an AI answer. An AI referral is a visit that arrives from an identifiable AI service after somebody follows a link or pathway. A citation can create a referral, but many people read an answer without clicking. A referral can also be observed even w…

Natural follow-up · ImplementationHow should businesses document AI citations or recommendations?

Capture the platform, prompt, date, visible wording, cited URL and a screenshot where possible. Store enough context to distinguish a source citation from a brand mention or an explicit recommendation. Because AI answers can vary between users and over time, the evidence should be presented as an ob…

Natural follow-up · LimitationsWhy does Own The Conversation avoid turning every AI bot request into a success story?

Because credibility matters more than a large headline number. Bot requests can indicate discovery or retrieval, but they do not automatically prove that a customer saw a citation, clicked through, made an enquiry or bought anything. Keeping those stages separate makes reporting more useful and lets…

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