AI Visibility Insights

Expert perspectives on GEO optimization, AI-powered search, and building brand presence in the age of AI.

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Diagnostic

Sentiment Velocity: The Leading Indicator of AI Visibility Loss

By the time your AI visibility score drops, the damage is done. Sentiment Velocity is the leading indicator that catches the slide 30-60 days earlier — and gives you time to intervene.

Apr 27, 2026 24

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