Yahoo’s Behavioral Targeting Formula

Written By Kate Zimmermann | March 15, 2007 | No Comments

Bill Slawski at SEO by the Sea spots a Yahoo patent that looks like a formula for serving behaviorally-targeted paid search ads. The “Framework for selecting and delivering advertisements over a network based on combined short-term and long-term user behavioral interests” describes a method of ‘scoring’ behavioral interest by “awareness” and “response” within different categories. [...]

Bill Slawski at SEO by the Sea spots a Yahoo patent that looks like a formula for serving behaviorally-targeted paid search ads.

The “Framework for selecting and delivering advertisements over a network based on combined short-term and long-term user behavioral interests” describes a method of ‘scoring’ behavioral interest by “awareness” and “response” within different categories. According to one of the flowcharts attached to the patent, elements contributing to behavioral data include:

  • Pages viewed
  • Search history
  • Links clicked on
  • Advertisements clicked on
  • Content of articles viewed by user
  • User activity data within predetermined interest categories
  • Short-term behavioral interest scores
  • Long-term behavioral interest scores

Below is a flowchart of their process for picking out behavioral ads:

Yahoo-Behavioral-ads.gif

Granted, this patent is over 2 years old – but it’s interesting to consider in light of Yahoo’s vertical expansion across “lifestyle” content. In comparison to Google and MSN, Yahoo is probably the best suited for a behavioral targeting network because they have the largest portfolio of personal services.

How would this work, though, with Panama’s quality-based ranking system? A behaviorally-targeted ad is theoretically what yahoo determines to be the *most relevant – so where do other quality score indicators of “relevancy” factor in?

Leave a Reply