In the first half of 2022, the global ad fraud rate of desktop display advertising which was optimized against ad fraud stood at *** percent; for desktop display ads not optimized against fraud, the value amounted to **** percent.
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TotalMedios. (September 16, 2022). Ad fraud rate of selected digital advertising formats worldwide in 1st half 2022, by optimization status [Graph]. In ÀÖ²¥´«Ã½app×îа汾. Retrieved August 20, 2026, from /statistics/1227239/ad-fraud-rate-format/
TotalMedios. "Ad fraud rate of selected digital advertising formats worldwide in 1st half 2022, by optimization status." Chart. September 16, 2022. ÀÖ²¥´«Ã½app×îа汾. Accessed August 20, 2026. /statistics/1227239/ad-fraud-rate-format/
TotalMedios. (2022). Ad fraud rate of selected digital advertising formats worldwide in 1st half 2022, by optimization status. ÀÖ²¥´«Ã½app×îа汾. ÀÖ²¥´«Ã½app×îа汾 Inc.. Accessed: August 20, 2026. /statistics/1227239/ad-fraud-rate-format/
TotalMedios. "Ad Fraud Rate of Selected Digital Advertising Formats Worldwide in 1st Half 2022, by Optimization Status." ÀÖ²¥´«Ã½app×îа汾, ÀÖ²¥´«Ã½app×îа汾 Inc., 16 Sep 2022, /statistics/1227239/ad-fraud-rate-format/
TotalMedios, Ad fraud rate of selected digital advertising formats worldwide in 1st half 2022, by optimization status ÀÖ²¥´«Ã½app×îа汾, /statistics/1227239/ad-fraud-rate-format/ (last visited August 20, 2026)
Ad fraud rate of selected digital advertising formats worldwide in 1st half 2022, by optimization status [Graph], TotalMedios, September 16, 2022. [Online]. Available: /statistics/1227239/ad-fraud-rate-format/
