Given a central potential $V(r)$, for any particle subject to this potential, we have its angular momentum not changing with respect to time because $\frac{d\mathbf{L}}{dt}=\frac{dm}{dt}\mathbf{x}\times\mathbf{\dot x}+m\mathbf{\dot x}\times\mathbf{\dot x}+m\mathbf{x}\times\mathbf{\ddot x}$, where because of central potential, $\mathbf{\ddot x}$ is in the same direction as particle's position vector $\mathbf{x}$.
On the other hand, we can write equations of motion of the particle using polar coordinates (as $\mathbf{L}$ is constant, motion reduces to 2D and we use polar coordinates) to find that the magnitude of angular momentum per unit mass is constant.
$l=r^2\dot{\theta}$ is constant
Now we know that a central potential is able to exert a force only in radial direction, let us suppose the radial distance now increases from $r_1$ to $r_2$, the constant $l$ immediately implies that we have a change in angular speed of the particle $\dot{\theta}$.
A change in the angular speed $\dot{\theta}$ means at some time during the process of changing radial distance, the particle must have had an angular acceleration. But we know that the particle will not experience any force other than the radial force. What is going on?