 Geometric sum of exponential variables

If $N$ is geometric on $\{1,2,\dots \}$ with parameter $p$, independently of unit-rate exponential variables $S_i$, thenis exponential with rate $p$. Its moment-generating function is $p/(p-\theta )$ for $\theta <p$.