The incorrect statement is:
"The spot marked 'maximum gravitational potential energy' should be on the lowest point of the roller coaster, at the far left side on the bottom."
This is incorrect because gravitational potential energy is highest at the highest points of the roller coaster, not at the lowest. At the lowest point, the roller coaster will have maximum kinetic energy instead.