Successful web advertising initiatives heavily depend on well-defined advertising network strategies. Advertisers often employ a mix of techniques, including direct contracts with high-value websites, participation in large auction platforms for increased exposure, and algorithm-driven buying to optimize bid efficiency. Furthermore, careful segment