Bot & Ad Fraud Statistics
Fraudlogix provides ongoing research to enhance the global effort to stop bots. Share StatsContact Us![](https://www.fraudlogix.com/wp-content/uploads/2022/07/fraudlogix_stats_2022-Q2_general.png)
Global Ad Fraud %
The current fraud percentage of ad impressions globally
![](https://www.fraudlogix.com/wp-content/uploads/2022/06/fraudlogix_stats_2022-Q1_general5.png)
CTV Ad Fraud %
Connected TV advertising impressions categorized as extreme risk
![](https://www.fraudlogix.com/wp-content/uploads/2022/07/q2_2022_adfraud_wifi.png)
Ad Fraud % on WiFi
Impressions categorized as fraud on Wi-Fi connected devices
![](https://www.fraudlogix.com/wp-content/uploads/2022/01/q2_2022_adfraud_browser_2.png)
Ad Fraud % by Browser
Impressions categorized as bots and ad fraud for each major browser
![](https://www.fraudlogix.com/wp-content/uploads/2022/07/q2_2022_adfraud_os-1.png)
Ad Fraud % by Operating System
Impressions categorized as bots and ad fraud on Chrome, Mac, and Windows
![](https://www.fraudlogix.com/wp-content/uploads/2022/07/q2_2022_adfraud_mobileos-1.png)
Ad Fraud % by Mobile OS
Mobile operating system impressions categorized as bots and ad fraud
![](https://www.fraudlogix.com/wp-content/uploads/2022/01/fraudlogix_stats_2022-Q2_general.png)
Ad Fraud % by Device Type
Impressions categorized as bots and ad fraud on mobile, desktop, and tablet
![](https://www.fraudlogix.com/wp-content/uploads/2022/07/q2_2022_impressions_device.png)
Ad Impressions by Device Type
Total impressions for each device type: mobile, desktop, and tablet
![](https://www.fraudlogix.com/wp-content/uploads/2022/07/q2_2022_adfraud_isp_lowest.png)
Lowest % Ad Fraud by ISP
Impressions categorized as bots and ad fraud among internet service providers
![](https://www.fraudlogix.com/wp-content/uploads/2022/07/q2_2022_adfraud_hourly.png)
Hourly Bot Activity
U.S. impressions categorized as bots and ad fraud for each hour of the day
Ad Fraud in the U.S.
![](https://fraudlogix.com/wp-content/uploads/2022/01/13-1.png)
Ad Fraud % by State
States with the highest and lowest bot and ad fraud traffic
![](https://fraudlogix.com/wp-content/uploads/2022/01/11-1.png)
States with Highest % Bot Traffic
Impressions categorized as bots and ad fraud for states with highest percentage
![](https://fraudlogix.com/wp-content/uploads/2022/01/12-1.png)
States with Lowest % Bot Traffic
Impressions categorized as bots and ad fraud for states with lowest percentage
Bot Traffic by Country
![](https://fraudlogix.com/wp-content/uploads/2022/02/fraudlogix_stats_2021-Q4_general.png)
Countries with Highest % Bots
Impressions categorized as bots and ad fraud for countries with highest percentage
![](https://fraudlogix.com/wp-content/uploads/2022/01/12.png)
Countries with Lowest % Bots
Impressions categorized as bots and ad fraud for states with lowest percentage
Mobile Ad Fraud by Country
![mobile ad fraud in the US](https://www.fraudlogix.com/wp-content/uploads/2022/12/1.png)
![mobile ad fraud in Japan](https://www.fraudlogix.com/wp-content/uploads/2022/12/4.png)
![mobile ad fraud in Peru](https://www.fraudlogix.com/wp-content/uploads/2022/12/8-1.png)
![mobile ad fraud in Nigeria](https://www.fraudlogix.com/wp-content/uploads/2022/12/11.png)
![mobile ad fraud in Brazil](https://www.fraudlogix.com/wp-content/uploads/2022/12/Copy-of-fraudlogix_stats_mobile_country2.png)
![mobile ad fraud in Colombia](https://www.fraudlogix.com/wp-content/uploads/2022/12/Copy-of-fraudlogix_stats_mobile_country.png)
![mobile ad fraud in Chile](https://www.fraudlogix.com/wp-content/uploads/2022/12/9.png)
![mobile ad fraud in Taiwan](https://www.fraudlogix.com/wp-content/uploads/2022/12/12.png)
![mobile ad fraud in Mexico](https://www.fraudlogix.com/wp-content/uploads/2022/12/3.png)
![mobile ad fraud in Vietnam](https://www.fraudlogix.com/wp-content/uploads/2022/12/7.png)
![mobile ad fraud in Argentina](https://www.fraudlogix.com/wp-content/uploads/2022/12/10-1.png)
![mobile ad fraud in Thailand](https://www.fraudlogix.com/wp-content/uploads/2022/12/13.png)