Annually, $84,000,000,000 is lost to mobile ad fraud globally. A small amount of that distortion in the Mobile Marketing space, where decisions regarding growth and variability in spend can occur down to the rupee, can have a quiet, yet drastic impact on performance.
- Your Cost Per Install or “CPI” may appear steady on average
- Your Return on Advertising Spend or “ROAS” may also appear relatively predictable
- Your total number of installations may be trending upwards
However, it is very possible that a portion of these installations is not really installations at all.
The underlying foundation supporting mobile marketing today is performance-based precision. All campaign optimizations, reallocations of budgets and scale decisions are based on one assumption: the installs you’re getting are from real human users. When this assumption is compromised, the entire growth engine that you are optimizing around will be based on noise.
Mobile Ad Fraud: The Silent Killer of Your Budget is a white paper based on millions of real-time fraud indicators collected from live mobile advertising campaigns, and highlights exactly what is going on behind the clean dashboards, and why fraud does not normally show itself in the form of spikes or failures in the systems that track these transactions.
You’re able to look at attribution to see where installs are coming from. You also need to have a method in place to validate whether what you are seeing through that Attribution is, in fact, legitimate.
That’s why having a Mobile Measurement Partner, like Apptrove, is critical. Apptrove provides a validation layer between the traffic and the decision-making associated with a campaign.
Why This White Paper Matters
Fraud doesn’t ruin campaigns; it flows right into them.
Monitoring data shows that fraud signals are up many times during multiple cycles; however, the CPI and ROAS remained static within normal operating ranges with no immediate red flags or significant changes to your reporting tools.
In the absence of major red flags or drastic changes, you have experienced “quiet distortion.”
Current industry benchmarks (Keller, 2018) on fraud indicate that even a 20% or greater exposure to fraud will have a material effect on how well you report your campaign efficiency metrics. In other words, your CPI, ROAS, retention, and LTV may be misrepresenting the direct correlation to your actual business result; they look acceptable from an outward standpoint, but they are not directionally accurate.
This white paper will explain how this distortion happens, how that distortion is concentrated across various traffic sources, and finally, when static blocking systems confirm only a small portion of the constantly changing signals associated with evolving fraud.
What You’ll Discover Inside
- The Performance Illusion
- Where Fraud Concentrates
- The Rise of Sophisticated Fraud
- The KPI Distortion Chain
- The Financial Impact
- Why Measurement Now Defines Growth
What Changes When Data Is Clean
When invalid installs are filtered:
- Retention curves normalize
- LTV projections stabilize
- Bidding strategies become more accurate
- Scaling decisions gain confidence
- Partner negotiations shift from belief to proof
Fraud protection is not a defensive cost center.
It’s a performance multiplier.
Download the Full Report
This landing page provides an overview of what will be discussed in the complete paper, including:
- A full analysis of millions of signs of fraud
- Confirmation rate trend lines from various monitoring cycles
- Insights into the concentration of different channels
- Analysis of distribution by type of fraud
- Patterns of emulation traffic
- Quantifying overall impact by rupee level, based on your total spend (high/low) scenario
- Complete validity checklist for growth teams
The value of this report is contained within its numerical data and will change the way you read your performance dashboards. While fraud does not stop growth immediately, it does erode the base that holds it.
Download Mobile Ad Fraud: The Silent Budget Killer to access the data that caused the errors you see, and how Apptrove has validated human-driven installs as the way for your business to experience mobile growth. If your business relies on installs for your growth strategy, you should have validation.
