Golden Oreo comprises a cookie sandwich with two golden wafers with a vanilla flavor creme filling. The wafers aren't necessarily made with natural vanilla but rather a blend of vanillin and other flavorings. However, Golden Oreos isn't friendly for your dog due to the ingredients used in its preparation.