In 1996, the song was covered by dance music singer CeCe Peniston for her studio album I'm Movin' On.

Both Brown in 1984,[13] and Peniston in 1998 reached the same chart position on the UK Top 75, peaking at number thirteen.

The single reached a Top 10 position on the UK Chart-Track list, peaking at number six in February.

Alan Jones from Music Week praised the song by calling it "an excellent cover".

He also felt that "Tuff Jam deliver two quality mixes, using their swinging groove with disco stabs, strings and Peniston's vocals, giving us an uplifting disco-fuelled club anthem with crossover potential".