The context
In fashion, return rates are structurally high and gross margins can vary significantly from one collection to another. A typical fashion store combines large social traffic, strong seasonality and a catalog that turns quickly.
Beyond a certain volume, steering by revenue or simple ROAS stops being enough. Returns, promotions, logistics fees and margin gaps between SKUs can silently erode real profitability.