Gould enjoyed a good run in the qualification for the 2003 World Snooker Championship, winning 8 matches, beating Alain Robidoux and Stephen Maguire. Gould's campaign ended when he lost to Patrick Wallace. However, he dropped off the Main Tour after this sole season and barely played for the next four years, due to looking after his terminally ill mother.