How do you measure brand presence in AI answers?
I've noticed that ranking high on Google doesn't automatically mean ChatGPT or Perplexity mentions our product when users ask for recommendations. Does anyone know how to actually measure brand presence in these AI responses over time?
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That gap is pretty common right now because AI models rely on broader web signals rather than standard SEO factors. Tracking your overall AI Visibility is usually the best way to see how often your brand gets cited in generated responses. It helps you track your presence across different assistants so you can spot where you're missing out.