Fanjoy is a surname. Notable people with the surname include:
Bob Fanjoy, a candidate in the 1988 Hamilton, Ontario, municipal election Bruce Fanjoy, Canadian politician Harold Fanjoy (1939–2008), Canadian businessman and politician Trey Fanjoy, American music video director