Cognac may sound sophisticated and looks great on the bar, but what is Cognac exactly? Cognac is basically just distilled wine, also known as brandy, aged in oak barrels. But it’s not just any brandy. To be called Cognac, it must be produced in southwest France in the appellation of Cognac.