Add chilled coffee, milk, caramel sauce, sugar, and ice to a blender. Blend until the ice is fully crushed.
Drizzle caramel sauce along the inside of each glass before pouring in the frappuccino mixture. Top with whipped cream and an extra drizzle of caramel sauce if desired.