Gravitational Potential is usually measured using the Joule per Kilogram[J/kg] for Gravitational Potential. Joule per Gram[J/kg], Joule per Centigram[J/kg], Joule per Milligram[J/kg] are the few other units in which Gravitational Potential can be measured.