Traditional tiramisu cake does have alcohol in it. Usually, it includes Marsala wine in the filling and the ladyfingers are soaked in alcoholic coffee. This is the traditional way of making tiramisu, but plenty of other modern recipes exclude any sort of alcohol (including this one).