Bot & Ad Fraud Statistics
Fraudlogix provides ongoing research to enhance the global effort to stop bots. Share StatsContact Us
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.
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.
