The company and town were named for Francis J. Pelzer, who surveyed sites along the river and laid out the town and was along with William Lebby and Ellison A. Smyth one of the founders of Pelzer Manufacturing.
In the mill town, the mill managers' homes were laid out along what was the town's main street (Lebby St.), which eventually became South Carolina Highway 8.