In the fourth quarter of 2021, Indonesia reported the highest bot and ad fraud rate in the Asia-Pacific region, over 15 percent. Singapore followed, as 14.4 percent of all examined ads in the country were identified as fraudulent in Q4 of 2021.
Advertising and bot fraud rate in the Asia-Pacific region in 4th quarter 2021, by country or territory
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Fraudlogix. (June 29, 2022). Advertising and bot fraud rate in the Asia-Pacific region in 4th quarter 2021, by country or territory [Graph]. In Statista. Retrieved June 18, 2024, from https://www.statista.com/statistics/1317269/apac-ad-fraud-rate-by-country/
Fraudlogix. "Advertising and bot fraud rate in the Asia-Pacific region in 4th quarter 2021, by country or territory." Chart. June 29, 2022. Statista. Accessed June 18, 2024. https://www.statista.com/statistics/1317269/apac-ad-fraud-rate-by-country/
Fraudlogix. (2022). Advertising and bot fraud rate in the Asia-Pacific region in 4th quarter 2021, by country or territory. Statista. Statista Inc.. Accessed: June 18, 2024. https://www.statista.com/statistics/1317269/apac-ad-fraud-rate-by-country/
Fraudlogix. "Advertising and Bot Fraud Rate in The Asia-pacific Region in 4th Quarter 2021, by Country or Territory." Statista, Statista Inc., 29 Jun 2022, https://www.statista.com/statistics/1317269/apac-ad-fraud-rate-by-country/
Fraudlogix, Advertising and bot fraud rate in the Asia-Pacific region in 4th quarter 2021, by country or territory Statista, https://www.statista.com/statistics/1317269/apac-ad-fraud-rate-by-country/ (last visited June 18, 2024)
Advertising and bot fraud rate in the Asia-Pacific region in 4th quarter 2021, by country or territory [Graph], Fraudlogix, June 29, 2022. [Online]. Available: https://www.statista.com/statistics/1317269/apac-ad-fraud-rate-by-country/