Shortbread cookies only have butter, flour, and sugar as the ingredients. They are more dense and solid, and they do not rise when they bake. Butter cookies have additional ingredients, including baking powder, which allows them to puff up and become light and airy in texture. There is more sugar in butter cookies, and the baking temperature is higher.