Your traditional Share of Voice metric is a vanity number. I'm not sugarcoating it. In 2026, measuring how often your brand shows up in Google search results tells you almost nothing about how AI systems perceive, trust, and recommend you. The game has shifted from...
Measuring Your AI Share of Voice: A Step-by-Step Forensic Guide
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