As an Ahmadi Muslim, Zafarullah Khan held the office of Ameer (president) of the Lahore, Pakistan chapter of the community from 1919 to 1935.
In March 1958, Zafarullah Khan performed Umrah and, at the same time, visited the shrine of Muhammad in Medina, Saudi Arabia.