Woodlake was founded in 1912. It was incorporated as Tulare County's seventh city in 1940. Currently, its entire downtown area is receiving a facelift, from sidewalks and crosswalks, streetlights and landscaping, to business facades. There is a new transit center and several new businesses.
For a century now, Three Rivers has been in the Woodlake High School district.