None of the foods featured in our Top list contain artificial flavors, but some of them (like Cesar gourmet we foods) do contain natural flavor. If your dog is generally healthy, a little bit of natural flavor is more than fine as it can help boost their appetite. However, if your pet is of highly sensitive health and digestion, you may want to skip on the foods that don't contain any added flavors, including the natural ones.