2007-08: Selected by the Moncton Wildcats in the second round (20th overall) of the 2008 QMJHL Draft.
2008-09: In his QMJHL rookie season, Bissonnette 55 games for the Wildcats. He scored 3 goals and added 14 assists for 17 points. In 7 playoff games, Bissonnette did not register a point.
2009-10: Bissonnette was well-traveled in his second year in the QMJHL, playing for three teams: Moncton, Chicoutimi and Lewiston. In 56 total games, he scored 16 goals and added 33 assists for 49 points. In 4 playoff games for Lewiston, Bissonnette picked up 2 assists.