4. What is Mobile Ad Fraud?
Breach of Contract Deception
● Terms of IO violated;
● Traffic sent, but it is
not according to the
terms of the contract.
● Real traffic not sent;
● IO requirements
fulfilled via falsified
traffic signaling.
5. What is Mobile Ad Fraud?
Deception
● Re-brokering;
● Creative manipulation;
● Non adherence to device /
geography limitations;
● “Click stuffing”;
● Web Redirects.
Breach of Contract
● Bot installs;
● “Click spamming”.
6. How does this affect
developers?
● Developers pay for traffic that doesn’t exist
or isn’t what they wanted;
● Developers spend time / resources clawing
back refunds.
20. IO Quality Stipulations
● Setting clear quality thresholds on cohorts
and refusing to pay for traffic that doesn’t
conform (eg. <25% Day One Retention,
<80% download / install, etc.).