A sharp density bound for infinite convolutions

We prove a sharp $L^\infty$ bound for the density of an infinite convolution in terms of $L^2$ norms of convolution powers of the summand densities. The bound may be finite even when every summand density is unbounded and the products arising from Young's inequality diverge.