Although storing peanut butter in the fridge doesn’t do any harm to this popular food, it simply tastes better when it’s been stored in a cool, dark spot for a while. Again, like cereal, if you live in a part of the world with high humidity, it’s actually a good idea to put your peanut butter in the fridge.