Groblersdal was laid out on the farm "Klipbank" taking advantage of the Loskop Dam, and named after the original owner WJ Grobler.
Notable people from Groblersdal include Roma Blecher, noted philanthropist and Shakespeare scholar, and South African Test bowler Duanne Olivier (born 1992).