Welcome To Fraud

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.

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, 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..

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

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

App install fraud is a major issue – according to our data, over half of all paid installs are fraudulent – and the means used by fraudsters are constantly getting more..

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,..

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.

‘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..