Basically, a tomato bisque is a very thick, creamy tomato soup. Traditionally, in seafood bisques, this involved blending the actual shells of the shellfish to thicken the broth. In a tomato bisque soup recipe, though, you thicken the broth with cream.  No shells in sight! Just creamy, tomato-y goodness.