Originally Posted by darthbimmer

My response in a situation like yours would be "Well, I'm a big fan of <food type> and for that I really enjoy <local restaurant>." That way you offer a concrete, helpful suggestion without committing yourself to a lengthy conversation starting with, "Well, what do you like?"