Sell-In and Sell-Through Are Measured on Different Terms
Distributor invoicing measures what left the warehouse, typically on a different cadence and granularity than retail point-of-sale, which measures what left the shelf. Reconciling the two into one view of underlying demand is rarely done consistently, and where it happens, it's often partial.