FIELD NOTES

AI visibility,
with evidence.

Practical guidance for understanding where your brand appears in AI answers.

METHODOLOGY / AUGUST 28, 2026

How to measure AI brand visibility

Build repeatable questions, interpret mention rates, and understand the limits of a small API-based audit.