I don't recommend it. You want the old school peanut butter like Jif or Skippy for this recipe. Natural peanut butters generally contain more oil (sometimes there's even a layer of oil on top of the peanut butter in the jar, which you have to stir in before using), which can lead to a dough that's too thin, and the cookies can spread too much.