Townsend was elected to the U.S. Senate in 1928, defeating incumbent Democratic U.S. Senator Thomas F. Bayard Jr. and was reelected in 1934, defeating former Democratic U.S. Representative Wilbur L. Adams.
In the 72nd Congress he was Chairman of the Committee to Audit and Control the Contingent Expenses.