 Ranched with dairy cattle since the California Gold Rush, the area was named after Fred Swanton, builder of the Santa Cruz Beach Boardwalk.It was the "northern terminus" of the southern branch of the Ocean Shore Railroad until it closed in 1922.Swanton had its own post office from 1897 to 1930, and its own elementary – Seaside School – until 1960.