These easy apple pie cupcakes combine moist, warmly spiced apple cupcakes with creamy salted caramel frosting. Fresh apples, cinnamon, nutmeg, brown sugar, and vanilla create classic apple pie flavor, while a caramel drizzle adds a rich finishing touch.