Guerrero's career with the Peru national team began in the unsuccessful 2006 FIFA World Cup qualification campaign, but he managed to score twice for the national side.
At the 2015 Copa América held in Chile, Guerrero scored a hat-trick in a 3-1 win against Bolivia in the quarter-final in Temuco [REF].