how does long island iced tea not taste like alcohol? the traditional recipe is meant to resemble iced tea in appearance and flavor while masking the booze flavor. because tequila overpowers more neutral spirits like vodka, gin, and white rum, many bartenders have stopped using it in traditional cocktail recipes.