Welcome To Fraud

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

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Install Fraud by Numbers

Download our infographic in which we detail how you can start to recognise the signs of fraud at each stage.

Index Report

At any one time, Machine is processing billions of data events from over 150 suppliers. Using this data we index the suppliers on the quality of their inventory.

Placebo installs are an easy pill to swallow

Everybody, at some point, is ‘guilty’ of seeing only what they want to see. It’s part of human nature to sometimes ignore the truth rather than face the unpleasant reality...

H1 Half Year Report 2019

Machine is entirely dedicated to stopping fraudulent installs. Download our H1 2019 report in which we analysed over 71m app installs from 115 ad-networks.

Kx Selected by Machine to Power its Fraud-Prevention Platform for Advertising

Kx, a division of First Derivatives plc, today announces that Machine Advertising ltd, the leading platform for app fraud detection and prevention, has selected Kx technology..

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,..

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