Bot & Ad Fraud Statistics

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

Fraudlogix examined a total of 35 billion ad impressions to determine percent fraud and bot traffic globally.

Ad Fraud % by Day of Week

Fraudlogix examined ad impressions in the United States to determine the most active day of week for bots.

Ad Fraud % on WiFi

Fraudlogix examined global ad impressions to determine percent bot traffic on devices connected to WiFi.

Least Active Hour for Bots

Fraudlogix examined ad impressions in the United States to determine the least active time of day for bots.

Ad Impressions by Device Type

Fraudlogix examined 35 billion ad impressions to determine traffic across device types.

Most Active Bot Time

Fraudlogix examined ad impressions in the United States to determine the most active time (hour) of day for bots.

Ad Fraud % by Browser

Fraudlogix examined percent bot and ad fraud for Google Chrome, Apple Safari, and more browsers.

Ad Fraud % by Device Type

Fraudlogix examined global ad impressions to determine percent bot traffic by device type.

Impression or Bot?

Approximately 16% of ad impressions result from bots and ad fraud in Q4 2021. Click to learn more.

Ad Fraud % by OS

Fraudlogix examined percent bot and ad fraud for Chrome, Mac, and Windows operating systems.

Ad Fraud % by Mobile OS

Fraudlogix examined percent bot and ad fraud among the top mobile operating systems globally.

CTV Ad Fraud %

Fraudlogix categorized 17% of CTV impressions as extreme risk in Q1, 2022. Click to learn more.

Ad Fraud in the U.S.

Ad Fraud % by State

Fraudlogix examined global ad impressions to determine states with highest and lowest bot traffic.

States with Highest % Bot Traffic

Fraudlogix examined global ad impressions to determine states with the highest percentage of bot traffic.

States with Lowest % Bot Traffic

Fraudlogix examined global ad impressions to determine states with the lowest percentage of bot traffic.

Bot % in California

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in New York

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Texas

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Florida

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Illinois

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Pennsylvania

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Ohio

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Georgia

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in Virginia

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot % in North Carolina

Fraudlogix determined the percent of bot or ad fraud impressions from each state.

Bot Traffic by Country

Ad Fraud % by Country

Fraudlogix examined global ad impressions to determine countries with highest and lowest bot traffic.

Countries with Highest % Bots

Fraudlogix examined global ad impressions to determine countries with the highest percentage of bot traffic.

Countries with Lowest % Bots

Fraudlogix examined global ad impressions to determine countries with the lowest percentage of bot traffic.

Ad Fraud % by Country #1

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #2

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #3

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #4

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #5

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #6

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #7

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #8

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

Ad Fraud % by Country #9

Fraudlogix examined global ad impressions over 90 days to determine percent bot and ad fraud for each country.

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