Beat cream cheese, peanut butter, sugar, and vanilla in a medium-sized bowl with electric beaters on medium speed until smooth. Fold in the whipped topping.
Spoon into prepared crust. Refrigerate at least one hour before serving. Top with chopped peanuts, chopped Reese's, crushed cookies, chocolate syrup, or hot fudge if desired.