Alonso was chosen for the nation's squad for that year's Copa América, and scored on his quarter-final penalty shootout attempt (5–3 victory) for the eventual runners-up, also against Paraguay, the hosts. In spite of his season with Atlético he was not selected for the 2002 FIFA World Cup, and subsequently criticised manager Víctor Púa.