The best way to pick a fresh pineapple at the supermarket is to trust your senses. Pick it up, smell the bottom of the fruit and look for a sweet aroma. If it still smells very green, it’s not completely ripe. Also, the outside skin and leaves should have a bit of shine and not be dull. The outer skin should feel firm, with only a slight give.