Method for integrated recommendations

• US 8,688,536 B2
• Filed: 05/10/2011
• Issued: 04/01/2014
• Est. Priority Date: 09/24/2004
• Status: Active Grant

• Current Assignee: Versata Development Group, Inc. (ESW Capital, LLC)
• Original Assignee: Versata Development Group, Inc. (ESW Capital, LLC)
• Inventors: Singh, James, Thier, Neil C., Hyams, Chris, Wilbur, Thomas W.
• Primary Examiner(s): Airapetian, Mila
• Application Number:
  US13/104,233
• Publication Number:
  US 20110213676A1
• Time in Patent Office: 1,057 Days
• Field of Search: 705/26.1
• US Class Current: 705/26.1
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 30/0631 Item recommendations
• CPC Class Codes: G06Q 30/0633 Lists, e.g. purchase orders, compilation or processing

Abstract

A recommendation appliance, system and method are provided for generating and deploying additional web page content or functionality (e.g., retail recommendations) to an existing web page server system. For example, the present invention may be embodied as a reverse proxy server that is inserted as an intermediate network node between a web server and the end users accessing the web server. In this position, the recommendation appliance can introduce recommendation messages to web pages generated by the web server without requiring any modification to the code or architecture of the web server. In addition, the appliance may separately track the transaction activities of end users who receive recommendation messages and the transaction activities of end users who do not receive recommendation messages, so that a comparison of the effectiveness of the recommendations may efficiently be demonstrated without requiring any modification to the code or architecture of the web server.

Claims

1. A method for introducing recommendation messages at a content modification server, comprising:

receiving a web page request from an end user computer at the content modification server;

forwarding the web page request from the content modification server to a web server computer identified in the web page request;

receiving a requested web page at the content modification server comprising original web page content from the web server computer that is generated in response to the web page request;

processing data associated with the web page request at the content modification server to determine if a purchase recommendation is to be included in the requested web page;

generating a purchase recommendation at the content modification server based on a recommendation context that is extracted from the web page request or from the requested web page received from the web server computer;

modifying the requested web page at the content modification server to include the purchase recommendation, thereby generating a modified web page; and

returning the modified web page to the end user computer.

2. The method of claim 1, where generating the purchase recommendation comprises generating a set of instructions for display with the requested web page by the web browser at the first end user computer.

3. The method of claim 1, where modifying the requested web page comprises deleting, inserting or modifying all or part of the original web page content in real time before being returned to the end user computer.

4. The method of claim 1, where generating the purchase recommendation comprises generating static content.

5. The method of claim 1, where generating the purchase recommendation comprises generating passive content.

6. The method of claim 1, where generating the purchase recommendation comprises generating interactive content.

7. The method of claim 6, further comprising responding to any response from the end user computer in response to the interactive content.

8. The method of claim 1, further comprising:

separating a plurality of web page requests into at least a first group of web page requests and a second group of web page requests on a predetermined basis, where requested web pages generated by the first group of web page requests are modified to include a first purchase recommendation, and requested web pages generated by the second group of web page requests are modified to include a second purchase recommendation; and

separately recording transaction activities of the first group of web page requests and the second group of web page requests.

9. The method of claim 1, further comprising:

separating a plurality of web page requests into at least a first group of web page requests and a second group of web page requests on a predetermined basis, where the first group of web page requests is to receive modified web pages and the second group of web page requests is to receive requested web pages that are not modified; and

separately recording transaction activities of the first group of web page requests and the second group of web page requests.