In 1962 Veysey was elected to the California State Assembly for the 75th district serving from 1963 to 1971. In 1970 he was elected to congress and reelected in 1972. He was a delegate to the 1972 Republican National Convention. In the Watergate year of 1974, he was narrowly defeated by Democratic West Covina Mayor James F. Lloyd.