Find out whether food coloring has a taste and whether the color of food affects its flavor. Learn about both natural and artificial color. Does Food Coloring Have a Taste? Recently updated ! This entry was posted on October 16, 2022 by Anne Helmenstine (updated on September 30, 2023)