Conrad R. Guth was born on November 24, 1873 in Forestville, Door County, Wisconsin. His parents, Charles Guth and Albertina Kay, were immigrants from Germany. His father built the first frame house in the Forestville area.
Guth worked on a farm in Sawyer, Wisconsin (now part of Sturgeon Bay) and then in Menominee, Michigan. In 1893, he built a cheese factory on land his father had purchased in Kolberg, Wisconsin. Kolberg is a small, unincorporated community in the Town of Brussels, Door County, Wisconsin.

He opened a general store in Kolberg which was described as having the largest stock of any general store in the county. In 1903, the store was expanded. He also continued to operate the cheese factory and a creamery.
He remained in business in Kolberg until 1918 when he sold his enterprises and moved to Oneida County. There he purchased the Lakeview Inn on Pelican Lake.

In 1893, he married Theresa Grundemann of the Village of Ahnapee in Kewaunee County, Wisconsin. They had five children. He died in 1950 and was buried in Evergreen Cemetery in Algoma, Wisconsin.
