Amoo began his international career with Nigeria in the 2019 Africa U-17 Cup of Nations, and scored in his debut in a 5–4 group stage win against Tanzania, where they finished fourth in the tournament. Later the same year, Amoo was part of the Nigerian squad that got knocked out in the round of 16 during the 2019 U-17 World Cup.