Try and purchase fresh cauliflower that has creamy white florets and bright green leaves and is free of spots or discoloration. It can store well in the crisper section of the refrigerator for up to 7 days. You can store it whole (or cut it into florets), wrapped in plastic, or a paper bag to protect the florets from discoloring.