Conspiracy theories work for the simple reason that the fact that there is no evidence of them seems to suggest that someone is hiding that evidence from us.

Of course we don't have evidence because it is a conspiracy (say, Government hiding UFOs). One of the goals of any conspiracy is to keep itself hidden.