They were the first musicians to bet big on YouTube. But their approach continues to raise questions about what it means to be a band.

The rollout for “Fat, Juicy & Wet” was well-calculated with Mars first teasing the track on an Instagram post celebrating the success of “Die With a Smile” leading the Hot 100 for a third consecutive ...