The funnel query pathway: A framework for measuring AI visibility

The question I get asked most in 2026 is: How do we measure this?

• How do we measure whether our brand is showing up in ChatGPT? 
• How do we measure whether Perplexity is recommending us? 
• How do we measure whether the work we did last quarter on grounding for AI Mode moved the needle?

Nobody has solved this.

Anyone selling you a clean dashboard for tracking presence in…