The Journal/Category: <span>Measurement & Method</span>
Category: Measurement & Method
How to Measure AI Visibility Without Fooling Yourself
An experimental design for AI visibility: fixed prompt sets, control groups, the sample sizes actually required, and the first-party signals nobody sells you.
11 min read
Why AI Visibility Tools Disagree With Each Other
A methodology audit of AI visibility measurement. Invented prompt sets, unweighted samples, no confidence intervals, and an instrument that changes without notice.
13 min read