The track is a female empowerment anthem that preaches control, featuring semi-auto-tune vocals and a mid-tempo beat.

According to BET's Access Granted, LaFace A&R executive Mark Pitts asked T-Pain to write and produce tracks for Ciara's third album Fantasy Ride.

[1] T-Pain said on the video set, "The record came together basically with me and Ciara working for days in the studio, and we got pressured to ... make a song.

In April 2009, when the track listing for Fantasy Ride was released through online retailers, it revealed that the track will not be featured on the Standard version of the album, but the music video will be featured on limited edition of the Fantasy Ride.

It was, however, featured on the B-side to the physical release of the Love Sex Magic single and on the Japanese editions of Fantasy Ride as a bonus track.

Despite not being officially released,[citation needed] the song began to garner radio airplay.

Then, Ciara jumps off the desk and does an immediate split, She and her dancers perform erotic choreography on the chairs.

[citation needed] "Go Girl" appears as the b-side to "Love Sex Magic" on the European and UK physical releases.