Analytics & Measurement
AI-Visibility Measurement System
Built always-on tracking of mentions, citations, and share of answer against competitors across six AI engines.
AI visibility is not reportable if you only spot-check it. Without measurement, every AEO decision is a guess.
I built an always-on system that tracks mention rate, citation share, and competitive share of answer across six major AI engines, on a fixed question set per category.
It gives the team a weekly read on whether the work is moving visibility, and gives leadership a number they can trust.
Analytics & MeasurementAEO / AI Search