What does Category Analysis mean in AI search?

Answer

Category Analysis shows which types of topics your brand is ranking for in AI-generated answers.

This helps you understand your current positioning across key themes like product, pricing, or comparisons.

Knowatoa groups your tracked questions by intent and topic, making it easier to spot gaps or strengths.

How it works:

In your dashboard, categories are auto-detected from the questions you’re tracking. You can review how often each category appears in responses, and which AI models are showing you for them.