A conductor's potential is the same at all locations on its surface.

The electric field within a conductor is always zero when it is in balance. The voltage (potential) inside a conductor at equilibrium is constant at the value it reaches the conductor's surface because the electric field is equal to the rate of change of potential.

To understand this, we'll need a charged conducting sphere like the one shown: