We all know snow shovels aren’t going to sell in the summer and beach towels will flop in December. Most of us can identify general seasonality and spot a really bad seasonal index by applying simple common sense. But do you front-load your key seasons or reduce orders because your replenishment system doesn’t quite get the job done? This is just one of the seasonal index mistakes often made.