Where you start
An honest, confidence-ranged starting point you can measure against.
Solutions · Prove GEO ROI
Make AI visibility accountable.
Classify the AI referrals it drives in GA4, and baseline where you stand honestly.
The goal
Numbers you can defend.
AI referrals, classified
Classify the AI assistant traffic landing in GA4 so the channel isn't invisible.
Defensible numbers
Exports with ranges—the proof a budget conversation needs.
How CitedOS helps
Make it defensible.
Honest starting point
A confidence-ranged number to measure against.
GA4 AI referrals
Give the AI-referral channel a line in your GA4 reporting.
Budget-ready
Exports with ranges that survive scrutiny.