This iced chai latte with pumpkin cold foam is one of the best Starbucks fall drink recipes. It’s easy to make this copycat version at home, any time of the year. Chilled, creamy chai tea with a generous topping of pumpkin flavored cold foam. Then a little extra sprinkle of pumpkin spice on top for the ultimate seasonal latte.