Yes, it is that easy and Mobil 1 does have the fluid.
When refilling, if you do not have a hoist, I will jack up the car and put it on 4 jackstands making the car level. Without a hoist I have also found that it is easier to use a 3-4 foot section of tubing with a funnel attached to one end and fish the tubing down from under the hood to the filler hole when filling the transmission back up.