The music video was filmed when Whitney was expecting of her daughter Bobbi Kristina Brown. Whitney is clearly pregnant in the video.
The song is a version of the disco hit Chaka Khan: I'm Every Woman (1978). The own Chaka Khan appears with Whitney in the music video, at the same that the three TLC's members, Tionne 'T-Boz' Watkins, Lisa 'Left Eye' Lopes and Rozonda 'Chilli' Thomas. Additional appearances include the songwriter Valerie Simpson (original composer of the song), Whitney mother's Cissy Houston and the former The Weather Girls' member Martha Wash.