Fashion is the most timing-sensitive category in DTC e-commerce. A collection drop that lands at the right moment — when demand peaks, before the trend saturates, ahead of the season — can drive six figures in revenue in 48 hours. Miss the window and you are chasing a trend with excess inventory in a discounting market.