N identical stores compete by setting prices for a product that consumers search for the lowest price. Some consumers search easily, while others have a cost to search. The prices set by stores reach a balance where they smoothly shift from low prices when everyone searches easily to high prices when no one does. Surprisingly, as the number of stores increases, prices become more like those set by a single powerful seller.