A dance-inducing, beat-heavy uptempo song, "Burnin' Up" falls in line with the straightforward drums, guitar strumming, and clavichord worship of the duo's early years as producers.

Another remix version of the song, re-titled "Just Burnin'" and produced by Just Blaze, featured vocals from P. Diddy and Freeway.

Elliott, Diddy and Freeway all appeared alongside Evans in the music video for "Burnin Up'" which was filmed in a club on Hollywood and Vine.

Singing over the Neptunes' vintage dance-inducing string plucks and drum thumps, Faith pleads with a man she feels is destined to be her soulmate to recognize that they belong together [...] Bad Boy MC Loon uses his conversational flow to drop lines that teeter on the line between conceit and confidence.

Produced by the Neptunes, the latest hit making collective with the Midas touch, this track has all the hallmarks of their previous chart toppers – continuous guitar strumming, plenty beats per minute and a ridiculously repetitive chorus.