Successful web advertising efforts heavily hinge on well-defined ad network strategies. Networks often employ a blend of techniques, including direct deals with leading websites, participation in significant ad exchanges for increased reach, and programmatic buying to optimize price efficiency. Furthermore, careful segmentation—based on interests