Cheese powder is essentially dehydrated cheese. ... Cheese powder is most commonly made from cheddar but can come in Swiss, sharp, and a few other varieties. It is not usually sold on supermarket shelves, but can be obtained through some online cheesemaking supply houses and spice or baking goods shops.