Fine Bulgur. What does it taste like?. Bulgur has a light earthy flavor and a tender, slightly chewy texture. Simple, and trouble-free, you can't go wrong! Though bulgur is most commonly found in tabouli (tabouleh) salad, you can use it just like rice or couscous,Kibbeh, or any other whole grain, such as barley or quinoa.