Though you may not poop as soon as you wake up, it's probably one of the top 3 things you do in the morning.
And the reason why some people always poop upon awakening makes a lot of sense; namely, while you sleep, your small and large intestine work to process the food you ate during the previous day. At least, that's the accepted "wisdom."