Giovanni earned 20 caps with the Brazilian national team, scoring 6 goals for the "seleção". He was a member of the team that won the 1997 Copa América, and also represented his Country during the 1998 World Cup in France, where Brazil went on to reach the final, only to suffer a 3–0 defeat to the host nation.