New DoE-users often get overwhelmed by the amount of different designs that are available. Instead of seeing the benefits of just using the DoE (Design of Experiments) approach at all the tend to worry how to choose the right design for a given application. In this piece I will present my approach to choose the right screening design while introducing a JMP-script that supports you with that.