 Cooke joined Southern League First Division North club Grantham during the 1978 off-season and scored 43 goals to propel the club to the 1978–79 division championship.Cooke's performances saw him awarded the Supporters' Player of the Year award.Grantham moved to the Northern Premier League for the 1979–80 season and Cooke was on fire again, scoring 39 goals.