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Electrostatic fields and potential functions
Electrostatic electric fields are conservative, so the electric potential can be connected directly to the spatial structure of the electric field.
For electric potential $V$ and electric field $\mathbf E$,
$$\boxed{\mathbf E=-\nabla V}.$$
The minus sign is physical: the electric field points in the direction in which electric potential decreases most rapidly.
From work to potential difference
A charge $q$ moving from $A$ to $B$ experiences electric work
$$W=q\int_A^B\mathbf E\cdot d\mathbf r.$$
Electric potential energy changes by the negative of the work done by the electrostatic force,
$$\Delta U=-W.$$
Since $V=U/q$,
$$\boxed{ V(B)-V(A) =-\int_A^B\mathbf E\cdot d\mathbf r}. $$
Because the electrostatic field is conservative, this result depends only on the endpoints. A different path between the same points gives the same potential difference.
For an infinitesimal displacement $d\mathbf r$,
$$dV=-\mathbf E\cdot d\mathbf r,$$
which is the local form of the same relationship and leads to $\mathbf E=-\nabla V$.
Equipotential surfaces
An equipotential surface is a surface on which $V$ is constant. A displacement tangent to such a surface has
$$dV=0,$$
so
$$\mathbf E\cdot d\mathbf r=0.$$
Therefore the electric field is perpendicular to a regular equipotential surface. Moving a charge along an equipotential requires no work from the electrostatic field.
The spacing of equipotential surfaces also carries information: where a given change in $V$ occurs over a shorter distance, $\lVert\nabla V\rVert$ is larger and the electric field is stronger.
Example: recovering the field of a point charge
With zero potential chosen at infinity, a point charge $Q$ has
$$V(x,y,z)=\frac{1}{4\pi\varepsilon_0}\frac{Q}{r}, \qquad r=\sqrt{x^2+y^2+z^2}.$$
Writing $k=1/(4\pi\varepsilon_0)$, differentiation gives
$$\frac{\partial V}{\partial x}=-kQ\frac{x}{r^3},\qquad \frac{\partial V}{\partial y}=-kQ\frac{y}{r^3},\qquad \frac{\partial V}{\partial z}=-kQ\frac{z}{r^3}.$$
Therefore
$$\nabla V =-kQ\frac{(x,y,z)}{r^3} =-kQ\frac{\hat{\mathbf r}}{r^2},$$
and hence
$$-\nabla V =kQ\frac{\hat{\mathbf r}}{r^2} =\mathbf E.$$
The familiar point-charge electric field is recovered from one scalar function.
The potential description replaces a vector field with one scalar function while retaining the complete electrostatic field through its gradient. This often makes electrostatic calculations and geometric reasoning substantially simpler.