Add the peanut butter, continuing to whisk the caramel mixture, and bring to a low simmer. Once the peanut butter has been fully incorporated remove the sauce pan from the heat and allow to cool slightly before serving. If using later, store the peanut butter caramel in an airtight container and place in the refrigerator.