Connected TV ad fraud violations worldwide 2021, by type
cost of digital advertising fraud was estimated at 44 billion U.S. dollars.
In 2021, 44 percent of connected TV advertising fraud instances were violations generated by bots; site and app fraud violations accounted for five percent of all instances. The 2022