At the 2015 Africa Cup of Nations, Bancé scored Burkina Faso's goal in a 2–1 loss to Congo which saw the 2013 runner-up knocked out at the group stage. In 2017, he scored a crucial goal in his team's quarter-final against Tunisia and in the semi-final scored a late equaliser against Egypt to take the game to a penalty shootout. Burkina Faso lost the shootout and eventually finished third overall in the cup, defeating Ghana in the third-place playoff.