When consumers stockpile, static demand models overestimate long‐term price responses. This article presents a dynamic model of demand with consumer inventories and proposes a shortcut to estimate the long‐run price elasticities without having to solve the dynamic program. Using French data on food purchases, I find elasticities consistent with those that result from the full‐blown estimations found in the literature.