Tannin is the bitter stuff in wine that makes the insides of your mouth stick to your teeth, it’s also commonly noted in tea or walnut skins. Tannin is a powerful flavonoid, which is a type of antioxidant, that comes from grape skins, grape seeds, and oak barrels.