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

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Machine Report 1.0

In the first five months of this year, Machine has analysed over 22.4 million app installs, 56% of which we detected as fraudulent.

APS London 2019: What we learnt

App Promotion Summit: The three types of app owner

Exhibiting and speaking at the App Promotion Summit in London last month was a great chance to speak with app developers and..

The Attribution Theft Blindspot

How app owners can improve their own processes to fight fraud

App install fraud is a major issue – according to our data, over half of all paid installs are fraudulent – and..

Podcast: Are you falling victim to app install fraud?

Peggy Anne Salz welcomes Gary Danks, Managing Director & Founder at Machine, back for an encore appearance and a candid discussion around the industry appetite to combat fraud,..

How to get reimbursed quickly and without argument

So, you’ve started to identify the fraud in your app install campaigns. Great. Now you just have to get your money back from the suppliers.

Tools Vol 1: Hammer Vs Scalpel

‘Probabilistic’ and ‘deterministic’ are two words that get thrown around a lot in the digital ad industry, especially in this age of hype for artificial intelligence – but not..

Machine Wins an Effective Mobile Marketing Award

Machine Wins an Effective Mobile Marketing Award

Machine is proud to have been announced the winner of the "Most Effective Anti-Fraud" category at the 9th annual Effective..

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..

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

Talk to Machine in confidence about a life without fraudulent installs