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Mobile

Uncovering the menace lurking in the martech industry, ETBrandEquity

Alex Walia
August 21, 2025
4 Min Read


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<p>Representative image</p>
Representative image

Mobile app usage has skyrocketed in recent years, offering unprecedented opportunities for businesses to engage with their customers. However, this meteoric rise has also attracted a darker side: mobile app fraud. As the martech industry continues to evolve, understanding and combating fraudulent activities within the mobile app ecosystem becomes paramount.

Mobile app fraud refers to deceptive and malicious activities that occur within the context of mobile applications, aimed at defrauding marketers and app developers. It involves the manipulation or exploitation of various aspects of mobile apps to generate fraudulent activities, such as fake installations, fraudulent clicks, or illegitimate in-app purchases.

The primary objective of mobile app fraud is to mislead marketers into believing that their advertising efforts are more successful or profitable than they actually are, leading to wasted marketing budgets and skewed performance metrics.

Earlier this year, Appsflyer released a report on the state of mobile app fraud that shed light on the scope, impact and countermeasures against this pressing issue.

The Pervasive Threat of Mobile App Fraud

The report highlights the pervasive nature of mobile app fraud, revealing that there was a 40 per cent increase in iOS app install fraud when comparing the average fraud rate in the first six months of 2022, to the average fraud rate in the second half of 2022; Android rates rose by 46 per cent in the same time frame. Throughout the year it yielded an alarming USD 5.4 billion in global financial exposure (the estimated monetary loss if there was no fraud protection).

The resurgence of mobile app fraud can be attributed to three significant factors that have contributed to its alarming growth.

Firstly, the release of iOS 14.5 proved to be a major distraction for marketers, diverting their attention and valuable resources away from implementing robust fraud protection strategies. As they grappled with adapting to the new iOS update and its implications for tracking and attribution, fraudsters seized the opportunity to exploit vulnerabilities in the system.

Secondly, the tightening of marketing budgets exerted additional pressure on marketers, compelling them to seek partnerships with lower-cost ad networks that offer fewer safeguards against fraudulent activities. In their quest to optimise costs, some marketers inadvertently exposed themselves to greater risks, inadvertently providing fraudsters with an entry point into their campaigns.

Lastly, the improved detection capabilities of fraud prevention tools have played a role in uncovering more instances of fraudulent activities. As these detection mechanisms become more sophisticated, they are better equipped to identify fraudulent patterns, resulting in a surge in reported cases. This suggests that while the rise in reported instances may seem alarming, it is a testament to the increased vigilance and efficacy of fraud detection measures rather than a sudden spike in fraudulent activities.

These three factors combined have created a perfect storm, propelling mobile app fraud to new heights and causing substantial financial losses. Marketers must recognize the urgency of fortifying their defences against fraud, even amidst the distractions and budget constraints they face. By prioritising fraud protection and fostering partnerships with reputable ad networks that prioritise security, marketers can mitigate their exposure to fraud and safeguard their campaigns from potential threats.

Understanding the Impact

Mobile app fraud not only drains advertising budgets but also undermines the integrity of the entire app ecosystem.

Advertisers lose substantial amounts of money to fraudulent activities, ultimately hampering their ability to achieve their marketing goals. Moreover, mobile app fraud erodes user trust, tarnishes brand reputations, and hinders the overall growth of the app industry.

Countermeasures and Prevention

The battle against mobile app fraud requires a multifaceted approach, combining advanced technology, industry collaboration and continuous monitoring.

For instance, the Appsflyer report emphasises the importance of adopting proactive fraud prevention solutions that leverage machine learning algorithms and real-time data analysis to detect and mitigate fraudulent activities.

Collaboration among industry stakeholders, including app developers, advertisers, attribution platforms and ad networks, is crucial for sharing insights and best practices to combat fraud collectively.

By establishing industry standards and fostering transparency, the martech community can build a more resilient ecosystem that protects both businesses and users.

As mobile app usage continues to surge, the threat of mobile app fraud looms large in the martech landscape. By staying vigilant, leveraging advanced technology and fostering collaboration, the industry can collectively combat mobile app fraud and ensure a secure and trustworthy environment for the app ecosystem to thrive. As we move forward, the fight against fraud must remain a top priority, enabling businesses to maximise the potential of mobile app marketing while preserving the integrity of the industry.

  • Published On Jul 1, 2023 at 09:51 AM IST

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