Use a smooth bourbon with vanilla or caramel notes to complement the tart apple cider and spicy ginger beer. For more apple flavor, increase cider to 1.5 oz and reduce ginger beer slightly. Serve in a chilled mug or glass for extra refreshment, and add a cinnamon stick for a warm aroma.