Gravitational potential is the potential energy per unit mass at a point in a gravitational field, indicating how much work is needed to move an object from a reference point to that position without changing its kinetic energy. It helps in understanding the energy landscape created by gravity and plays a crucial role when considering the movement of charges in electric fields and the variation of potential energy across distances in gravitational systems.