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Brand Visibility in AI Search: The AI Visibility Funnel

Brand visibility in AI search breaks at five stages: reachable, retrieved, cited, named, kept. Prefer's data on where brands drop out, and the fix per stage.

By Javed KhatriPrefer Blog
Brand Visibility in AI Search: The AI Visibility Funnel

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Originally published by Prefer Blog on Sep 9, 2026.

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