1. In a pitcher, combine all ingredients except club soda.
2. Cover and chill for at least four hours or overnight.
3. Pour in the club soda just before serving.
Optional garnishes: cinnamon sticks, caramel drizzle, apple pie spice and sugar, or cinnamon sugar on top/on rim.