The EP contains the title track, "Runaway Love" featuring FMob, known as Thomas McElroy and Denzil Foster.

AllMusic editor Stephen Thomas Erlewine found that "apart from the great title track, there is little in this collection of filler and remixes of interest to anyone but dedicated fans.

"[1] James Earl Hardy from Entertainment Weekly wrote: "Even on an EP, the ladies have got it goin’ on.

The remixes of "Hip Hop Lover," "Desire," and "What Is Love" are smokin’, while the new tunes [...] prove these divas have more in common with The Emotions and The Sweet Inspirations than with The Supremes.

[10] The EP also features new remixes of "What Is Love", "Desire", and "Hip Hop Lover" from the Funky Divas album.