"Something in Common" is a song by American singers Bobby Brown and then-wife Whitney Houston, that was featured on Brown's third album, Bobby (1992). The single version was re-recorded and released in December 1993, by MCA Records, and was also available on Brown's 1993 compilation album Remixes in the Key of B. It was written by Brown and Houston with Teddy Riley, Bernard Belle, Mark Middleton and Alfred Rosemond, while Riley and L.A. Reid produced it. The song stands as the couple's first musical collaboration and the only song released as a single. It examines two unlikely people coming together as they find "something in common." The accompanying music video was directed by Andy Morahan, featuring Brown and Houston performing in and by a swimming pool.