Explainer

Seasonality in apparel buying

Apparel is bought long before it is sold. The commitment happens six to twelve months ahead of the selling window, which means every inventory figure you read is the consequence of decisions taken in a different economic environment.

By The Retail Ledger · September 27, 2026

The calendar

A season is planned, sampled, costed, ordered, produced and shipped across most of a year. By the time goods arrive, the assumptions behind them, about demand, about weather, about price sensitivity, are old. That lag is structural and cannot be removed without giving up either cost or assortment.

It is also why a demand shift that lasts one quarter can produce an inventory problem that lasts four, as the sector-wide sequence in the 2022 timeline shows.

Reading a quarterly figure

Inventory rises ahead of the selling season and falls after it, in every year, at every retailer. A quarter-over-quarter comparison across different points in the calendar therefore says nothing. The meaningful comparisons are the same quarter year over year, and the same retailer against its own seasonal pattern, which is the method used in the five-retailer analysis.

Where the lag is shortest

Speed programs, near-shore production and in-season reorders compress the cycle for a portion of the assortment at higher unit cost. Most chains run a mix: a long-lead core for cost and a short-lead fringe for responsiveness. The ratio between the two is one of the clearest expressions of a retailer's strategy.

Questions

How far ahead is apparel bought?

Commonly six to twelve months before the selling season, depending on the category and the sourcing region.

Why does inventory rise before holidays?

Because goods must be in position before the selling window opens, so the balance sheet peaks in the quarter before the sales arrive.

How should quarterly inventory be compared?

Against the same quarter a year earlier, or against the retailer’s own seasonal pattern, never against an adjacent quarter.

Related: the inventory tracker.