[1] The single was only released in the United States, and is one of only three songs from the album in which both members of OutKast appear together.

The single peaked at number 77 on the Billboard Hot 100 chart.

The song contains a prominent sample of Cab Calloway's "Minnie the Moocher", written by Calloway, Clarence Gaskill and Irving Mills.

"Mighty O" debuted and peaked at number 77 on the Billboard Hot 100 the week of June 24, 2006.

[2] It dropped to number 89 the week after and left the chart completely.