"On the Floor" is an up-tempo dance and dance-pop song produced by RedOne that incorporates elements of electropop and electro house [REF].
According to Idolator and Gerrick Kennedy from the Los Angeles Times, "On the Floor" is reminiscent of Lopez's single, "Waiting for Tonight" (1999) [REF].