 In 1881, Woodruff entered politics as a member of the Brooklyn Young Republicans, working for the successful election of Seth Low as Mayor of Brooklyn.Woodruff rose through the party ranks, being elected as a delegate to the 1888 Republican National Convention which nominated Benjamin Harrison for President.Woodruff was elected to the New York Republican State Committee in 1889, serving in that capacity until 1890.