This song was also recorded by E'voke in 1994 as their debut single (with the title being shortened to "I Believe"). A B-side to the track entitled "It's My Life" written by E'voke producers Barry Leng and Duncan Hannant was recorded. Though the track was not a commercial hit (it reached #79 in the UK charts and no video was filmed for the track), it was a club hit and E'voke moved on to FFRR's sister label Ffrreedom for their next single "Runaway". The CD single release of the track was released digitally by Pinball records in 2011.
The song is also featured on George Michael's Faith 2011 remastered edition. Josh Groban covered the song for his All That Echoes album, released in 2013 and released as a single that entered the Adult Contemporary chart and peaked at #20. Lee Mead covered the song for his Love Songs album released in 2012. Clair Marlo released her version of the song on her 1989 album 'Let it Go'. Portions of the song are sampled in "Don'tcha Wanna" by Anastacia from the album Freak of Nature (2002).