After years of media speculation about his sexuality, Pierce came out in 2007 and later confirmed through his publicist that he and television writer, director and producer Brian Hargrove were a couple.
Efter flere års mediele spekulationer om Pierce seksuel orientering meddelte Pierce 2007 gennem sin publicist at han hade et forholdt med manuskriptforfatteren, instruktøren og producenten Brian Hargrove.