Ad fraud money saved through ML solutions APAC 2018-2022
The sum of ad fraud expenses prevented through machine learning solutions in the Asia-Pacific region in 2022 amounted to an estimated 3.5 billion U.S. dollars. The cost of ad fraud in the region has continuously increased throughout the examined period. In the first quarter of 2022, retail was the industry with the highest ad spend waste in APAC.
