It took me a long time to start finding them too, but once I did I now find them pretty consistently. I think you kind of develop an eye for them and they also grow in the same spots every year, sometimes skipping a year.

Grassy, slightly mossy areas in older forests are the ones to watch. In late summer they often hide in grass.