Truisms aside, in many cases the absence of a thing which one would expect to see is in fact a support for alternate hypotheses.

ie. "Given a world X is true, I would expect to see Y. Since I don't see Y, that's at least weak evidence that X may not be true."

There are of course plenty of other reasons why you wouldn't see Y, but it's at least some kind of signal.