Grangeville is an unincorporated community in St. Helena Parish, Louisiana, United States.

In 1916 the New Orleans, Natalbany and Natchez Railway built a line that terminated in the community.

The railroad was being used for transporting local timber 28 miles (45 kilometres) southeast to a large sawmill in Natalbany.

A local barn was converted into a cooperative business that housed a general store, blacksmith, two doctors, a pharmacy and a brickyard.

The name of the community is borrowed from the word grange which means 'barn' and is derived from Old French.