Herb tea really isn't a tea because it doesn't contain tea leaves. Also called a tisane, herb tea is made by steeping blends of dried herbs, flowers and spices in boiling water. Some of the most popular herbal teas are chamomile, peppermint, lemon balm and rose hip.