Three marketing campaigns showed significant amounts of wasted spending due to fraud and unspent funds. Campaign 1 had $1.2 million go missing as the DSP logs showed only $1.8 million of bids won compared to the $3 million paid. On average, 24% of advertisers' media spend across several campaigns was wasted or missing due to invalid devices, fraud, and unspent funds not returned to advertisers.