Jacobson and Fran Drescher married in 1978 and moved to Los Angeles to launch their careers. Jacobson and Drescher divorced in 1999, after being separated for a number of years. The couple had no children. He came out as gay to her after their marriage ended. The couple developed the 2011 television series Happily Divorced for TV Land based on their lives.