Flavonoids are a group of natural compounds found in grape skins, seeds, and stems, contributing to the color, bitterness, and astringency of wine. These compounds include anthocyanins, which give red wine its color, and tannins, which affect texture. Flavonoids are also known for their antioxidant properties, contributing to the health benefits associated with moderate wine consumption.