Summerfield served as the chairman of the Republican National Committee between 1952 and 1953. At the 1952 Republican National Convention he played a key role in winning the GOP presidential nomination for General Dwight Eisenhower. As Michigan's delegate chairman Summerfield convinced the large, uncommitted Michigan delegation to support Eisenhower, thus providing "Ike" with a major boost before the voting.