Patent Document ID: 8370208
Application ID: 12705692
Patent Flag: 1

Claim One:
1. A non-transitory computer readable medium embodying a program executable by at least one computing device, comprising: an item feed application configured to periodically send a feed of a subset of a plurality of items to a comparison shopping network site over a network, the items being sold to a plurality of customers through an electronic commerce network site over a network, wherein at least a portion of a plurality of sales of the items through the electronic commerce network site originate by virtue of a referral from the comparison shopping network site; a portion of the item feed application including: code that stores a quantity of commercial data associated with the items in a data store, the commercial data including sales history data associated with the items; code that trains a predictive model in the computing device with the commercial data associated with the items; code that applies each of the items to the predictive model to determine whether such items are to be included in a feed to the referral network site; and code that sends the feed that includes a subset of the items to the referral network site.