According to Newton's Law of Universal Gravitation, the gravitational pull between two objects is greater when the objects are closer. When a rocket gets sufficiently closer to the Moon, the gravitational pull of the Moon will be greater than the gravitational pull of the Earth.
Therefore, the statement is true.