A remix of the song, featuring additional vocals from American rapper Lil Wayne, was released as the album's third single in April 2006 and peaked at number 15 on the US Billboard Hot 100 chart.

"Gimme That" was written by Sean Garrett and Scott Storch for Brown's eponymous debut album (2005).

On November 22, 2017, the single was certified platinum by the Recording Industry Association of America (RIAA) for sales of over a million copies in the United States.

After catching the eye of a girl near him, he falls asleep listening to "Poppin'" on his Sony Walkman Bean.

In his dream, the station transforms into a 1920s Harlem setting, with him a business man and the girl a rich snobby woman.