The AI Visibility Audit (Step-by-Step)

The AI Visibility Audit is a step-by-step method for checking how ChatGPT, Claude, and Gemini describe a brand. It runs a set of buyer-intent prompts across each engine, measures whether answers stay consistent, flags hallucinated or outdated facts, surfaces missing product knowledge and use cases, and turns the gaps into a ranked list of fixes. The goal is simple: know what the machines are saying about you before your customers ask them.