Smith's third novel, "On Beauty", was published in September 2005. The story happens mostly in and around Greater Boston. It received better reviews than "The Autograph Man": it was shortlisted for the Man Booker Prize, and won the 2006 Orange Prize for Fiction and the Anisfield-Wolf Book Award.