Facebook's pixel started over-reporting conversions. Instead of making decisions on inflated data, I caught it early, forced a 2-week downscale to recalibrate, then scaled back up on clean numbers. Most people would have kept spending on fake signal. That 2-week pause saved the entire scaling trajectory.