A long-time client of a leading omnichannel demand-side platform (DSP) added new partners to their media mix, which resulted in a sudden performance downturn on the DSP’s existing campaigns. The client’s marketing manager consulted the DSP’s analysts and expressed concerns over traffic pattern anomalies, such as high click-to-install ratios and abnormal time-to-install outliers, amongst the new partners. The DSP suspected that the new partners were stealing conversions not only from their campaigns but also organic installs. This was in spite of the advertiser having their current mobile

A major mobile app gaming company with hundreds of titles in the top charts became concerned after seeing abnormal performance in some of their campaigns. High click-throughrates and low user quality raised concerns about possible ad fraud that their own tools weren’t correctly detecting. They hoped to mitigate fraudulent tra!c to get cleaner data, which would allow them to strengthen their campaigns and improve return on ad spend (ROAS).