The Tottenham Hotspur striker nodded in a third on 40 minutes.
Brazil's only competitive loss since going out to Belgium in the 2018 quarter-finals in Russia came against Argentina in last year's Copa America final.
Brazil coach Tite fielded a strong, attack-minded side that could well start their opening game of the World Cup against Serbia in Lusail on November 24.