The graph presents information on the programmatic ad fraud rates in selected countries worldwide in the second quarter of 2019. During the studied period, 19 percent of ad impressions served programmatically in the United States were fraudulent. India had the highest ad fraud rate at that time.
Programmatic ad fraud rates in selected countries worldwide in 2nd quarter 2019
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Pixalate. (August 22, 2019). Programmatic ad fraud rates in selected countries worldwide in 2nd quarter 2019 [Graph]. In Statista. Retrieved May 21, 2022, from https://www.statista.com/statistics/778714/programmatic-ad-fraud-rates-worldwide-country/
Pixalate. "Programmatic ad fraud rates in selected countries worldwide in 2nd quarter 2019." Chart. August 22, 2019. Statista. Accessed May 21, 2022. https://www.statista.com/statistics/778714/programmatic-ad-fraud-rates-worldwide-country/
Pixalate. (2019). Programmatic ad fraud rates in selected countries worldwide in 2nd quarter 2019. Statista. Statista Inc.. Accessed: May 21, 2022. https://www.statista.com/statistics/778714/programmatic-ad-fraud-rates-worldwide-country/
Pixalate. "Programmatic Ad Fraud Rates in Selected Countries Worldwide in 2nd Quarter 2019." Statista, Statista Inc., 22 Aug 2019, https://www.statista.com/statistics/778714/programmatic-ad-fraud-rates-worldwide-country/
Pixalate, Programmatic ad fraud rates in selected countries worldwide in 2nd quarter 2019 Statista, https://www.statista.com/statistics/778714/programmatic-ad-fraud-rates-worldwide-country/ (last visited May 21, 2022)