Ask people to draw the powertrain or running gear of a car and you'd get much the same result.
How a bike fits together it's kind of irrelevant for most people, even if you ride one or if you must dodge one.
A caricature is one thing, and might be doable by an average person, but knowing how to do a caricature is a skill all by itself. A portrait is extremely art skill intensive.
This also raises the question of what you'd get if you asked drivers to draw what they see when they're sitting in the driver's seat.