In a large bowl, beat the cream cheese and powdered sugar with an electric mixer or stand mixer with fitted paddle attachment until smooth and creamy.
Mix in pumpkin and pumpkin pie spice until fully incorporated. Gently fold in whipped topping and 1/4 cup caramel sauce. Pour into a bowl and refrigerate until ready to serve.
Just before serving, drizzle 2 tablespoons caramel sauce on top. Gently swirl with a knife to create a marble effect. Serve with apples, pretzels, or graham crackers, if desired.