This dance anthem is by Italian DJ Alex Gaudino, whose previous hits include "Destination Calabria," which reached the Top Ten of the singles charts all over Europe and launched his career as an international DJ.
"I'm In Love" originally featured just the title line as a male vocal. Bronx-born vocalist Maxine Ashley was later enlisted to add a topline for the international market. This marked the recording debut of the teenage singer.
Gaudino appears in the song's music video as the man in the leather jacket driving the car.
Phil Oakey recorded his vocals for "Don't You Want Me" in the studio bathroom. The recording was disrupted by guitarist Jo Callis reaching through an open window from outside to repeatedly flush one of the toilets.