It hit #1 on the Billboard Hot Club Dance Play chart in April 1983 and crossed over to the Top 50 of Billboard's Soul chart. The song also reached number 63 on the UK Singles Chart, becoming the band's only charting song in the UK. The song was composed in D minor.
A parody of the song, titled "I Lost on Jeopardy", was released by "Weird Al" Yankovic on his 1984 album "Weird Al" Yankovic in 3-D. Kihn made a cameo appearance in the song's music video, driving the car into which Yankovic is thrown after being "ejected" from the Jeopardy! game show, parodying the end of his own video. The car's license plate reads "LOSER" instead of "LIPS". The bride still pops the cork of the champagne bottle and the video ends. Art Fleming and Don Pardo—host and announcer, respectively, of the original version of Jeopardy!—also make cameo appearances.
^Graff, Gary (1998). "Greg Kihn". In Graff, Gary; Durchholz, Daniel (eds.). MusicHound Rock: The Essential Album Guide. Detroit: Visible Ink Press. p. 629.