How to Select A Fresh Pineapple. To begin with, select a pineapple that is plump and fresh looking. Fresh, green leaves in the crown are a good sign. The body should be firm â not soft. The larger the pineapple, the greater proportion of edible fruit. That doesnât mean necessarily that it is better tasting or any riper than smaller fruit.