Abstract: A method and apparatus for providing targeted recall notifications are provided herein. During operation the system will determine a probability of a customer actually having purchased a recalled product. A notification of the recall will then be sent to the customer based on this probability, even if no direct evidence exists that the customer actually purchased the product. Because recall notifications will be provided to customers based on their probability of purchasing a recalled product, customers will be more likely to receive a recall notification on a product that they purchased.