Pool was born in 1901 in York, Alabama. She graduated from Alabama State College for Women, now known as the University of Montevallo. She then went on to attend the Livingston State Teacher's College. In 1936, she was elected to fill in a two-year vacancy in the Alabama House of Representatives. In 1944, Governor Chauncey Sparks appointed Pool to serve as Secretary of State. In 1946, she became the first woman elected to statewide office in Alabama as Secretary of State. She ran for treasurer in 1950 and carried 65 of 67 of Alabama's counties. In 1954, she was elected to the first of four terms on the Alabama Public Service Commission, garnishing the largest percentage of the vote in all 67 counties.