Gravitational potential, $\phi$, at a point in a gravitational field is the work done per unit mass, by an external force, in bringing the mass from infinity to that point.
$\phi = \, – G \frac{M}{r}$
Units for $\phi$ is $J \, Kg^{-1}$.
At infinity, $\phi$ is assumed to be zero.