 The song makes hidden references to "Here Comes the Rain Again" by Eurythmics and "What Is Love" by Haddaway.With the turn of the century, "Better Off Alone" has been described as a turning point in the development of a commercialized trance sound.This sound shared by related compositions such as "Blue (Da Ba Dee)" by Eiffel 65 that surfaced around the same time.