I know that in my case the previous owner removed (solvents) the cosmoline, root beer colored, waxy undercoating because he thought it ugly. However, the heavier undercoating that is painted remains underneath, in the fender wells and on the fender lips.
As a side note, observe the rocker panels. They are grey (never touched) over the black painted underbody.