From 1873 to 1882 he was a law partner of future President Grover Cleveland and acted as chief groomsman when Cleveland was married. Bissell entered Democratic Party politics as a candidate for Presidential Elector in 1888. He served as Postmaster General under Cleveland from 1893 to 1895. In 1896, he was a delegate to the 1896 Democratic National Convention.