The COVID-19 vaccine campaign will last for months, if not longer — it took over a hundred years for vaccination to wipe out smallpox. By examining how smallpox vaccination succeeded and failed, we can learn what may happen with the COVID-19 vaccine rollout and how to address potential pitfalls.