Pelican Lake is an unincorporated community located in Oneida County, Wisconsin, United States. Pelican Lake is located on the eastern shore of Pelican Lake and is served by U.S. Route 45, in the town of Schoepke. Pelican Lake has a post office with ZIP code 54463. Community groups include the Pelican Lake Property Owners Association and the Pelican Lake Chamber of Commerce. Pelican Lake is often referred to as the Muskey capitol of the world.