Well, for me it all started with moving his shoulder. If you try to move their head, they will most likely bend their neck and walk a circle. However, their backs are a very nice rigid radius to use with the pivot. If you move their shoulder you're going to get your point across a lot faster.
Also, when riding I do the same thing with my foot on his shoulder.