CLEVELAND, Ohio – Who isn’t nuts for a good peanut butter cookie? Today is National Peanut Butter Cookie Day, so we encourage you to celebrate by whipping up a batch from your favorite recipe. The peanut butter cookie has been around in the United States as far back as the 1910s, but didn’t gain real popularity until George Washington Carver, an agricultural educator from Alabama’s Tuskegee .