Abstract: A computer system processes a message from a user mobile device by receiving the message from the user mobile device, wherein the message comprises a purchase request, and then determining a matching purchase offer in a database containing a plurality of purchase offers, wherein the matching purchase offer corresponds to an offer identified in the purchase request. The system then transmits a purchase request to a purchase agent at a third party provider that is associated with the matching purchase offer, and processing a purchase transaction received from the purchase agent at the third party provider.

Abstract: A recommendation system communicates with end user devices over a computer communications network and includes a recommendations engine that communicates with the network from behind a firewall that inhibits unauthorized communications from the network, a data file system that receives disposition update data in response to purchase actions initiated by an end user device and receives ingested user activity data in response to activity at a network storefront initiated by an end user device, and a database system that updates a recommendation model for the end user device in response to receiving the disposition update data and ingested user activity data. The recommendations engine generates a recommendation for the end user device in response to the update of the recommendation model.

Abstract: A computer system processes a message from a user mobile device by receiving the message from the user mobile device, wherein the message comprises a purchase request, and then determining a matching purchase offer in a database containing a plurality of purchase offers, wherein the matching purchase offer corresponds to an offer identified in the purchase request. The system then transmits a purchase request to a purchase agent at a third party provider that is associated with the matching purchase offer, and processing a purchase transaction received from the purchase agent at the third party provider.

Abstract: A recommendation system communicates with end user devices over a computer communications network and includes a recommendations engine that communicates with the network from behind a firewall that inhibits unauthorized communications from the network, a data file system that receives disposition update data in response to purchase actions initiated by an end user device and receives ingested user activity data in response to activity at a network storefront initiated by an end user device, and a database system that updates a recommendation model for the end user device in response to receiving the disposition update data and ingested user activity data. The recommendations engine generates a recommendation for the end user device in response to the update of the recommendation model.