At an early age, Sansone (pronounced sahn-sown-eh, later Americanized to san-sown-ee) had contracted scarlet fever and then typhoid fever, leaving him with a fragile build.
In October 1923, Sansone, 18, won a physique contest sponsored by Atlas.