Belisle began his coaching career with the Des Moines Oak Leafs, the final team for which he played. In 1978, he was named head coach of the Washington Capitals, whom he coached to a 24–41–15 record. After a slow start at the beginning of the 1979–80 NHL season, he was fired and replaced by Gary Green. Belisle was voted Central Hockey League coach of the year in 1981 while coaching the Dallas Black Hawks. The Black Hawks, a farm team for the Vancouver Canucks, compiled a 56-16-7, setting records for most victories by a minor league team, most points by a minor league team, most goals scored by a team and most road victories. Belisle later became an assistant coach with the Detroit Red Wings during the early 1980s.
