In 1925, Stürtz joined the National Socialist German Worker's Party, and then became the NSDAP district leader in the city of Dortmund in 1926.
Upon the Machtergreifung (Nazi seizure of power) in 1933, Stürtz became a member of the Prussian Council of State.