Dandelion root tea is an herbal infusion made from the dried roots of the common dandelion plant, scientifically known as Taraxacum officinale. While often considered a pesky weed, dandelion has been embraced for its potential health benefits, and its roots are used to create a caffeine-free tea with a unique flavor profile.