Giovannini debuted in the Italian Serie A with Lucchese before moving to Inter, where he won two consecutive league championships in 1953 and 1954. In 1954 he went to Lazio and at 32 years of age he retired not having scored a single career goal despite playing in 272 games in Serie A.