 The song differs significantly from her earlier work.Whereas songs such as "Candy" and "I Wanna Be with You" are synthesized bubblegum pop, "Extraordinary" has a more organic and instrumental sound; it features violins, drums, and guitars.According to Moore's official MySpace blog, the song explores her feelings of inferiority and her effort to break free from thoughts.