DirtyDat Premium All Natural Olive Juice DirtyDat is a premium, all-natural olive juice that is perfect for your top-shelf dirty martini. Made from only the finest olives, DirtyDat is filtered twice to remove impurities, leaving only the best flavors for your gin or vodka martini.