Mix the peanut butter, powdered sugar, and vanilla extract on low speed then increase to medium-high and continue to beat for about one minute. Add chopped peanuts if using.
Heat for 30-seconds, then stir and repeat for another 30 seconds. (repeat one more time if necessary) Be careful not to overheat the chocolate or it will seize and harden.