In 2021, there was no difference between the fraud/sophisticated invalid traffic rates of programmatically bought digital ads and these bought directly from publishers. Both rates stood at 1.4 percent.
Digital advertising fraud/sophisticated invalid traffic rate worldwide in 2021, by purchase method
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DoubleVerify. (July 20, 2021). Digital advertising fraud/sophisticated invalid traffic rate worldwide in 2021, by purchase method [Graph]. In Statista. Retrieved December 03, 2024, from https://www.statista.com/statistics/1221352/programmatic-ad-fraud-rate/
DoubleVerify. "Digital advertising fraud/sophisticated invalid traffic rate worldwide in 2021, by purchase method." Chart. July 20, 2021. Statista. Accessed December 03, 2024. https://www.statista.com/statistics/1221352/programmatic-ad-fraud-rate/
DoubleVerify. (2021). Digital advertising fraud/sophisticated invalid traffic rate worldwide in 2021, by purchase method. Statista. Statista Inc.. Accessed: December 03, 2024. https://www.statista.com/statistics/1221352/programmatic-ad-fraud-rate/
DoubleVerify. "Digital Advertising Fraud/Sophisticated Invalid Traffic Rate Worldwide in 2021, by Purchase Method." Statista, Statista Inc., 20 Jul 2021, https://www.statista.com/statistics/1221352/programmatic-ad-fraud-rate/
DoubleVerify, Digital advertising fraud/sophisticated invalid traffic rate worldwide in 2021, by purchase method Statista, https://www.statista.com/statistics/1221352/programmatic-ad-fraud-rate/ (last visited December 03, 2024)
Digital advertising fraud/sophisticated invalid traffic rate worldwide in 2021, by purchase method [Graph], DoubleVerify, July 20, 2021. [Online]. Available: https://www.statista.com/statistics/1221352/programmatic-ad-fraud-rate/