Episode features Elton John, who sings his new (at the time) song, "I Want Love," which is also the name of the episode. Interestingly, Robert Downey Jr. would get his first job (after being fired from "Ally McBeal" the season before) lip-syncing the lyrics in the official music video of "I Want Love."