You said it yourself: simple doesn't mean information-poor.
"Good" or "bad" are not the matter here, that's just taste. I can dislike very information-rich music, and it would still be a fact that it is information-rich and that listening to it doesn't have the same effect on people's brains than listening to an information-poor piece of music that's widely liked.