Measure return rate by store, not only by route
A route-wide percentage can hide a store that is creating most of the waste. Review store-level return pressure first, then drill into products.
RouteIQ Guide
Lower returns usually come from better store- and product-level decisions, not from shrinking every order across the route. The goal is to identify where waste is repeating and adjust only where the history supports it.
A route-wide percentage can hide a store that is creating most of the waste. Review store-level return pressure first, then drill into products.
Use several consecutive weeks of history before making a permanent order change. A promotion, weather event or unusual delivery week can distort one period.
When a product is already showing waste pressure, increasing the next order should require stronger evidence than a simple sales uptick.
A promotion can increase demand, but the effect may differ by store and product. Compare similar promotion weeks whenever possible.
Small, reviewable changes are easier to learn from. Track the next settlement and return result before making another large adjustment.
RouteIQ uses route history and store-level context so order recommendations can be reviewed alongside return pressure instead of treating every SKU the same.