Pixalate's Mobile Ad Fraud Series: App 'Spoofing' could cost advertisers $38MM in 2022 on purported Google and Apple app store apps - Tumblr, MyFitnessPal among biggest victims in October 2022

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Pixalate released the October 2022 Mobile Ad Fraud Series, highlighting unique forms of invalid traffic (IVT), inclusive of "ad fraud" — across the mobile open programmatic advertising marketplace. This month, Pixalate took a look at "app spoofing" a specific form of sophisticated invalid traffic (SIVT) — of apps from the Google Play Store and Apple App Store.
App spoofing — which is also referred to as app misrepresentation or app laundering — occurs when one app masquerades as another app. For example, an advertiser might think they are buying a spot on the Hulu app, but in truth the ad appeared on a lesser-known app. App spoofing has been central to several large-scale ad fraud schemes, including discoveries by Pixalate such as Matryoshka and Megacast.
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Key Findings:
- App spoofing rates in Mobile are relatively lower than rates on CTV, which can possibly be attributed to more difficult end-to-end implementation of app-ads.txt on CTV platforms.
- Tumblr, WordScapes, and MyFitnessPal were among the biggest targets of mobile app spoofing in October.
- Gaming apps appear to be the category most targeted on iOS devices.
- Utilities appears to be the category most targeted on Android devices.
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