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The more informed you are, the less app-install fraud you’ll be exposed to.

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Protect yourself

App Marketers, help protect yourself

Fraud is a complicated topic, and some of the industry accepted wisdom isn’t actually in the best interests of advertisers.

The who, how and why of app install fraud

Whenever we speak to advertisers and agencies about app install fraud, we’re commonly asked the same set of questions. Not necessarily about the technical specifics, but the..

Gary Danks writes a guest article for PocketGamer.biz

Mobile gaming apps are the biggest victim of fraudulent app installs

App install fraud affects everyone buying app installs from ad networks and social media platforms, but it..

Myths Part 3

In this series, we debunk some of the myths which help convince marketers they don't have a fraudulent app install problem.

Mobile Presence Podcast

Gary Danks, MD & Co-Founder of Machine Advertising Limited is interviewed by mobile industry evangelist and journalist Peggy Anne Salz on the Mobile Presence podcast about the..

Glossary of Terms

Our 'glossary of terms' helps you easily identify key terms and what they mean in the world of digital media and app install fraud. To get a free guide, please fill out your..

H1 Half Year Report 2018

From January to May 2018: Machine analysed over 22.4m app installs from 88 ad-networks which delivered 500 app installs or more.

Fraudulent App Install Hierarchy

This fraudulent app install hierarchy displays the family group (tier 1), the fraud category (tier 2), and the method used (tier 3) to generate the app install. 

Myths Part 2

In Part 2 of Machine’s series on the myths of app install fraud, I delve into the different points in the supply chain – the regions, the networks and finally the publishers..

Our technology analyses impressions, clicks and installs in real-time preventing fraud pre & post install.

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Helix Self serve platform

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DNAAd-hoc support to full managed fraud service

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