Mix pretzels, melted butter, and sugar together in a bowl; press into the bottom of a 13x9-inch baking dish.
Bake crust in preheated oven until lightly browned, about 10 minutes. Remove to cool completely.
Stir cream cheese and confectioners' sugar together in a bowl. Fold whipped topping with the cream cheese mixture until smooth; spread over the cooled pretzel crust. Spread cherry pie filling over the cream cheese layer.