Various embodiments dynamically generate relevant items for a user based on a user's location and an item's popularity. In at least some embodiments, a probability component generates a ranked list of items that are relevant to users at a particular location using probability data associated with the list of items and the particular location. The probability data is based on user selections of items in the list of items.