It definitely can if you target it correctly. One of my old bosses would take out ads targeted at students who are looking at YouTube videos for tutoring help. His video started out like a tutoring lesson (teacher, whiteboard, and everything) to catch the attention and then it sent people to his site to buy his tutoring services.
I can tell you that they used to be very cheap per click but they might have gone up recently.