The name REO arrived from the initials of his title, but was intended to be an acronym, and thus pronounced as being a phrase. In some cases it was spelled as "Reo" to emphasize this pronunciation. Olds served as president (until finally 1925) and later on chairman of REO. The band REO Speedwagon took its title with the REO Speed Wagon light-weight