Methodology

Frameworks and methods we use when auditing brands for AI search visibility. These are the canonical references we point to in client engagements and the foundations our platform is built on.

Understanding Your AI Visibility Metrics

A plain-English guide to every metric on your Ripenn visibility dashboard — what each number means, how it's computed, and what to do when it moves.

Ali Alavi
Ali Alavi
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