Unlike Ferry's two previous solo releases, Let’s Stick Together was not a dedicated album project, instead predominately made up of singles, B-sides, and an EP.

"Re-Make/Re-Model", "2HB", "Chance Meeting" and "Sea Breezes" were from the band's self-titled debut album (1972), while "Casanova" was taken from Country Life (1974).

"2HB" (a tribute to Humphrey Bogart) had been released as the B-side of Ferry's single "A Hard Rain's a-Gonna Fall" in September 1973.

"Casanova" - a version of which appeared on Roxy Music's 1974 album "Country Life" - was recorded in the "Another Time, Another Place" sessions in 1974 and eventually issued as the B-side of Ferry's cover of The Velvet Underground's "What Goes On" in May 1978.

Jerry Hall made an appearance in tiger skin costume, complete with tail, on the title track's video clip, and did the song's yelps in the chorus.