"Shorty Wanna Ride" was released in late 2004. The song debuted at #68 on the Billboard Hot 100 and peaked at #17 on the chart, becoming Young Buck's highest charting single. The song is produced by Jonathan "Lil Jon" Smith.
The video was inspired by the film Natural Born Killers. Actress Malinda Williams stars in this video as Young Buck's love interest. Pauly Shore also makes a cameo appearance in this video as a news reporter. At the end of the video, the song "Stomp" is briefly played. Ludacris and The Game (who both have verses in the song) make cameo appearances in the video. 50 Cent and Olivia also have cameo appearances in the video.