The title REO arrived through the initials of his name, but was meant to be an acronym, and therefore pronounced to be a phrase. In some cases it was spelled as "Reo" to emphasise this pronunciation. Olds served as president (until 1925) and afterwards chairman of REO. The band REO Speedwagon took its title with the REO Velocity Wagon mild delivery