This has bothered me for years! I'm not sure I've ever met anyone who didn't already understand the concept of "free software" for whom this expression was actually helpful. (Maybe RMS lives in a world where there's a lot of free beer.)

A better way of explaining this is surely that the "free" in free software is about freedom rather than about its being zero cost.