4. Measurement

The biggest pain point of GEO is measurability. There is no official dashboard, no standard tool, no central interface that tells you how visible your brand is in AI answers. A structured, repeatable in-house measurement methodology solves that — with metrics that are comparable over time and interpretable for decision-making.

This cluster covers the core metrics of GEO: citation rate, Share of Voice, sentiment, position in the answer, Narrative Share, and depth of mention. Plus an honest page on what measurement structurally cannot tell you.

→ Start with “AI visibility metrics” for the overview, or jump straight to position and depth for what really counts.