Women get promoted at a lower rate than men (i.e. the gender promotion gap). This paper studies the role of perceptions of 'potential' in explaining this promotion gap. Managers are asked to evaluate the potential of their subordinates, and women consistently receive lower average 'potential' evaluations than men. The paper shows that accounting for differences in potential explains a large proportion of the gender promotion gap.