Suppose we choose a permutation $π$ uniformly at random from $S_n$. Let $\mathsf{runsort}(π)$ be the permutation obtained by sorting the ascending runs of $π$ into lexicographic order. Alexandersson and Nabawanda recently asked if the plot of $\mathsf{runsort}(π)$, when scaled to the unit square $[0,1]^2$, converges to a limit shape as $n\to\infty$. We answer their question by showing that the measures corresponding to the scaled plots of these permutations $\mathsf{runsort}(π)$ converge with probability $1$ to a permuton (limiting probability distribution) that we describe explicitly. In particular, the support of this permuton is $\{(x,y)\in[0,1]^2:x\leq ye^{1-y}\}$.