The data shows the estimated cost of digital advertising fraud in the U.S. from 2011 to 2021. According to the source, fraudulent, nonhuman traffic involvement in digital advertising in 2016 was estimated to incur losses of 7.95 billion USD to U.S. advertisers.
2011 | 4.95 |
2012 | 5.12 |
2013 | 5.31 |
2014 | 6.56 |
2015 | 7.6 |
2016 | 7.95 |
2017 | 9.82 |
2018 | 11 |
2019 | 12.38 |
2020 | 13.76 |
2021 | 15.09 |