Dandelion soup has a unique and slightly bitter taste. The level of bitterness varies depending on the freshness and age of the greens, as well as the other ingredients used in the soup.  Some people describe dandelion soup as earthy, nutty, or grassy. Others may find it slightly tangy or acidic due to adding lemon juice or vinegar. But many people find the taste enjoyable once they develop a taste.