When customers for a product from N substitutable alternatives find their first choice sold out, they might ‘spill’ to their secondmost preferred product. The existing literature typically assumes an exogenous spill rate. We develop a surprisingly simple model that links the spill rate to economic factors associated with direct demand systems.