In 2008, German girl band Monrose recorded their own version of the song, produced by Mozart & Friends, which was released as a digital download single on 20 March 2008 (see 2008 in music).

[1] The track was produced by Hahn and team head Marc Mozart, who said "it was extremely fun to work on this production [...] A&R executives Markus Hartmann and Stefan Harder of ProSieben's music department Starwatch trusted that we'd come up with a hot song, so we enjoyed both a lot of creative freedom while being under the pressure of a short deadline.

[1] "We set up some equipment, including a special kind of portable vocal booth called the Reflexion Filter and as expected, Monrose delivered a top performance," said Mozart, who used two Apple computers running Logic Pro for recording and editing.

Worthy finished a clubmix of "We Love" and added drumsounds to the main version that now airs in many commercial breaks of the network.

The "ProSieben remix" or "Starforce-mix" of the video features cameos of Heidi Klum, Uri Geller, Bully Herbig, Stefan Raab, Christoph Maria Herbst and many others.