A falling IPI score usually means shrinking storage limits are coming next.
Amazon's Inventory Performance Index (IPI) score is one of the least understood numbers in Seller Central, most sellers only notice it when a storage limit warning shows up.
IPI is a blended score built from excess inventory, sell-through rate, stranded inventory, and in-stock rate, a measure of how efficiently inventory moves, not just how much you have.
When IPI drops below Amazon's threshold, storage limits tighten, creating a vicious cycle: limited storage causes stockouts, which hurts in-stock rate, which hurt the score to begin with.
IPI problems are usually a forecasting and SKU-rationalization issue more than a shipping issue. The sellers who recover fastest liquidate dead stock instead of hoping it eventually sells.