Walnut Bitters Walnut Bitters are a type of bitters that impart complex flavors of walnut, often with hints of spice and earthiness. They add depth and complexity to cocktails, particularly those with whiskey, bourbon, or dark rum.Nearby Cocktails with 'Walnut Bitters 'Neatneat.Banananeat.