Bot & Ad Fraud Statistics

Fraudlogix provides ongoing research to enhance the global effort to stop bots.
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Global Ad Fraud %

The current fraud percentage of ad impressions globally

CTV Ad Fraud %

Connected TV advertising impressions categorized as extreme risk

Ad Fraud % on WiFi

Impressions categorized as fraud on Wi-Fi connected devices

Ad Fraud % by Browser

Impressions categorized as bots and ad fraud for each major browser

Ad Fraud % by Operating System

Impressions categorized as bots and ad fraud on Chrome, Mac, and Windows

Ad Fraud % by Mobile OS

Mobile operating system impressions categorized as bots and ad fraud

Ad Fraud % by Device Type

Impressions categorized as bots and ad fraud on mobile, desktop, and tablet

Ad Impressions by Device Type

Total impressions for each device type: mobile, desktop, and tablet

Lowest % Ad Fraud by ISP

Impressions categorized as bots and ad fraud among internet service providers

Hourly Bot Activity

U.S. impressions categorized as bots and ad fraud for each hour of the day

Ad Fraud in the U.S.

Ad Fraud % by State

States with the highest and lowest bot and ad fraud traffic

States with Highest % Bot Traffic

Impressions categorized as bots and ad fraud for states with highest percentage

States with Lowest % Bot Traffic

Impressions categorized as bots and ad fraud for states with lowest percentage

Bot Traffic by Country

Ad Fraud % by Country

Countries with the highest and lowest bot and ad fraud traffic

Countries with Highest % Bots

Impressions categorized as bots and ad fraud for countries with highest percentage

Countries with Lowest % Bots

Impressions categorized as bots and ad fraud for states with lowest percentage

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