Zeballos represented Argentina at U15 and U17 level. He scored five goals at the 2017 South American U-15 Championship as they won the trophy. Two years later, Zeballos netted a goal at both the South American U-17 Championship and FIFA U-17 World Cup across eleven total appearances.