You can use vanilla extract however it will change the flavor. In fact, you can use whatever flavor of extract that you want. It is a fun way to switch up the flavors of the cookies. No matter what extract you use for these particular cookies, it won't change the resulting texture but it will change the flavor profile. Other options include an orange extract, almond extract, or lemon extract.