Marketing fraud ─ including skewed analytics, ad fraud, affiliate fraud and lead fraud ─ is a growing problem for online businesses in every industry, and it’s more pronounced over the busy holiday shopping season. Juniper Research estimates that in 2019, advertisers around the world will lose $42 billion of ad spend to fraud.