Moreno's performances and goals during 2000–01 convinced Serie A's A.C. Milan to buy him, amid attention from Europe's other elite clubs. However, he struggled immensely in his sole campaign in Italy, returning to his country to join Atlético Madrid who had just returned to the top flight.