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Distribution of connected TV advertising fraud/sophisticated invalid traffic violations worldwide in 2021, by fraud type
Connected TV ad fraud violations worldwide 2021, by type
In 2021, ** percent of connected TV advertising fraud instances were violations generated by bots; site and app fraud violations accounted for **** percent of all instances. The 2022 cost of digital advertising fraud was estimated at ** billion U.S. dollars.
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DoubleVerify. (July 20, 2021). Distribution of connected TV advertising fraud/sophisticated invalid traffic violations worldwide in 2021, by fraud type [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved August 01, 2026, from /statistics/1221335/connected-tv-ads-fraud-violations-type/
DoubleVerify. "Distribution of connected TV advertising fraud/sophisticated invalid traffic violations worldwide in 2021, by fraud type." Chart. July 20, 2021. ÌÇÐÄÆƽâ°æ. Accessed August 01, 2026. /statistics/1221335/connected-tv-ads-fraud-violations-type/
DoubleVerify. (2021). Distribution of connected TV advertising fraud/sophisticated invalid traffic violations worldwide in 2021, by fraud type. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: August 01, 2026. /statistics/1221335/connected-tv-ads-fraud-violations-type/
DoubleVerify. "Distribution of Connected Tv Advertising Fraud/Sophisticated Invalid Traffic Violations Worldwide in 2021, by Fraud Type." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 20 Jul 2021, /statistics/1221335/connected-tv-ads-fraud-violations-type/
DoubleVerify, Distribution of connected TV advertising fraud/sophisticated invalid traffic violations worldwide in 2021, by fraud type ÌÇÐÄÆƽâ°æ, /statistics/1221335/connected-tv-ads-fraud-violations-type/ (last visited August 01, 2026)
Distribution of connected TV advertising fraud/sophisticated invalid traffic violations worldwide in 2021, by fraud type [Graph], DoubleVerify, July 20, 2021. [Online]. Available: /statistics/1221335/connected-tv-ads-fraud-violations-type/
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