The graph presents information on the programmatic ad fraud rates worldwide in the first quarter of 2017, broken down by industry. During the studied period, 27 percent of ad impressions served programmatically in the government vertical were fraudulent.
Programmatic ad fraud rates worldwide in 1st quarter 2017, by industry
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Pixalate. (May 17, 2017). Programmatic ad fraud rates worldwide in 1st quarter 2017, by industry [Graph]. In Statista. Retrieved March 19, 2024, from https://www.statista.com/statistics/778689/programmatic-ad-fraud-rates-worldwide/
Pixalate. "Programmatic ad fraud rates worldwide in 1st quarter 2017, by industry." Chart. May 17, 2017. Statista. Accessed March 19, 2024. https://www.statista.com/statistics/778689/programmatic-ad-fraud-rates-worldwide/
Pixalate. (2017). Programmatic ad fraud rates worldwide in 1st quarter 2017, by industry. Statista. Statista Inc.. Accessed: March 19, 2024. https://www.statista.com/statistics/778689/programmatic-ad-fraud-rates-worldwide/
Pixalate. "Programmatic Ad Fraud Rates Worldwide in 1st Quarter 2017, by Industry." Statista, Statista Inc., 17 May 2017, https://www.statista.com/statistics/778689/programmatic-ad-fraud-rates-worldwide/
Pixalate, Programmatic ad fraud rates worldwide in 1st quarter 2017, by industry Statista, https://www.statista.com/statistics/778689/programmatic-ad-fraud-rates-worldwide/ (last visited March 19, 2024)
Programmatic ad fraud rates worldwide in 1st quarter 2017, by industry [Graph], Pixalate, May 17, 2017. [Online]. Available: https://www.statista.com/statistics/778689/programmatic-ad-fraud-rates-worldwide/