SurfaceMap.cc Blog

GEO field guides for the AI-mediated buyer journey

How generative engines describe, compare, and recommend your brand — and the tactical moves to change what they say.

The 12 AI Mention States

A diagnostic framework that classifies every brand into one of twelve AI-visibility states across the four stages of the AI-mediated buying journey — and the GEO moves required to fix each one.

September 14, 2026 · 16 min read

Read the guide →