It was later included as a bonus track on CD versions of Jones' second studio album, Dream into Action (1985).

The extended version, subtitled "international remix", features Jones singing in English, German and French.

"Like to Get to Know You Well" was featured in the John Cusack movie Better Off Dead, as well as the 2006 video game Grand Theft Auto: Vice City Stories on the in-game radio station Wave 103.

The first featured Jones walking around the streets of London greeting members of the public, accompanied by his bandmates of the time.

Locations featured included the Sphinx statue and Cleopatra's Needle on Victoria Embankment, Trafalgar Square, and the Sun Luck Chinese restaurant on Macclesfield Street, Soho.