In today's digital age, media businesses are constantly seeking innovative strategies to monetize their content while understanding and optimizing their revenue streams. The realm of ad monetization and revenue analytics has undergone significant transformations, driven by advancements in technology, changes in consumer behavior, and shifts in advertising trends.