For example, rum and bourbon give off nutty and vanilla tasting notes that work well with pie filling, cake mix and cookie dough (much like a vanilla extract). Red wine, port and brandy, on the other hand, add a sweetness that pairs nicely with glazes, chocolate cake and gingerbread.