A remixed version of the song, which adds Obie Trice and Bobby Creekwater, appears on Eminem Presents: The Re-Up (2006).

[3][better source needed] AllMusic wrote a mixed opinion: "sex song that finds Shady sounding as if he's drifting along in his own orbit.

"[5] IGN called it a "rump mover" and wrote a positive review: "a booty shaker, again showing promise in Em's production.

It's still a pretty simple bump-n-shuffle number, but it swings with a sense of upbeat minimalism and takes his trademark dark sounds into a slightly lighter venue.

"[6] Sputnik Music opined, "Shake That features Nate Dogg, and is the quintessential club banger".