The WD part of the name was descriptive for what the coating did to Water, which was Displace it, and it took the company 40 tries to get it right. I bet you can figure it out from there.
It was originally created as a coating for Atlas missiles that prevented rust and corrosion. The company was called Rocket Chemical Company and they, as the name suggests, created chemicals for rockets.