From 1974 to 1988, May was married to Chrissie Mullen, who is the mother of his three children: Jimmy, who was born on 15 June 1978; Louisa, who was born on 22 May 1981 and Emily Ruth, who was born on 17 February 1987. Chrissie and Brian separated in 1988.