The music video was directed by the British duo (Max Giwa and Dania Pasquini).

The song was a significant chart success across Europe, peaking at . It also reached the Top 20 on the Eurochart Hot 100 , peaking at #13 . The single was included on their greatest hits compilation, Hits Unlimited .

It features Anita and Ray performing the track alongside a group of dancers who are shown jumping and, in some choreographed sequences, appearing to soar through the air.

"Jump for Joy" blends Eurodance with elements of Happy Hardcore and House, a popular sound in the mid-90s.

While originally released in 1996, the video was uploaded to the Official 2 Unlimited YouTube Channel in 2014, where it has since amassed over 8 million views.