The music video features Welch in a white, sparkly leotard dancing on a large moon-shaped platform suspended over a nightclub, an homage to Studio 54. The video later shows many people beneath her dancing to the song. The video that will air on United Kingdom television has a different version of the song to the one on the album.
The original "You Got the Love" was a 1986 single by Candi Staton. The original version is a soul/disco/gospel track (released in the UK by Streetwave in 1986) written by Anthony B. Stephens, Arnecia Michelle Harris and John Bellamy.