Olivieri was first called up to represent his country in 2014, for Italy national under-16 football team friendlies. He represented the under-17 squad at the 2016 UEFA European Under-17 Championship, scoring one goal, as Italy did not advance from the group stage. Olivieri then represented the under-18, under-19, and under-20 squads, all in friendlies.