Kale tastes like a slightly tougher version of spinach. It has a slightly bitter, peppery taste that some people love and others hate. One great way to enjoy kale is to massage it with a little olive oil and salt before eating. This helps to soften the leaves and brings out the flavor. Kale can also be enjoyed in smoothies, soups, or salads.