In 1912, Zuffi was a member of the Italian national squad that played in the 1912 Summer Olympics. He was present for three games, playing in two of them. He made his debut on 29 June, in a 2-3 loss to Finland, meaning they would now dispute the consolation tournament, where he sat on the bench against Sweden on 1 July as Italy won 1-0, and finally, on 3 July, he played against Austria in yet another loss (1-5).
