We examine the inter-temporal pricing structure in a sample of European hotels. ► We find that the large majority of hotels use some form of dynamic pricing. ► The composition of the clientele is a main driver of the dynamic pricing strategy. ► High star ratings are a quality signal supporting a dynamic premium price. ► Prices increase when fewer hotels with a similar star rating have availability.