Zeppo died of lung cancer at the Eisenhower Medical Center in Rancho Mirage on November 30, 1979, at the age of 78. He was cremated, and his ashes were scattered into the Pacific Ocean. Frank and Barbara Sinatra attended his funeral. In his will, Zeppo left stepson Bobby Marx a few possessions and enough money to finish law school.