Data flows everywhere. Users click, scroll, purchase, churn. You collect numbers, run reports, and see trends—until you realize those numbers are lying. The cause is usually not in the math, but in the cuts: your segments are wrong, or worse, unverified. Auditing segmentation is not a luxury. It is