1. Tie AI Visibility to Business Outcomes
We align GEO/LLMO with what drives real business decisions: revenue impact, pipeline quality, and competitive position.
Instead of chasing abstract visibility, we define where AI exposure influences real decisions — from early comparison to final shortlisting — and prioritize those moments.
Core metric: Share of Voice in AI-generated answers across high-intent buyer stages.



