MMP Fraud Prevention: The $65B Problem and How Top Tools Stop It
Mobile ad fraud will cost advertisers $65B in 2026. Here's how each MMP's fraud suite works and which one blocks the most fraud.
Mobile ad fraud is a $65 billion problem in 2026. If you're not using an MMP with strong fraud prevention, 15-30% of your ad spend is going to criminals. Here's how the top MMP fraud suites compare.
Types of Mobile Ad Fraud MMPs Detect
- Click Spam — Fraudsters generate fake clicks to steal attribution credit
- Click Injection — Malware detects app installs and fires a click milliseconds before completion
- SDK Spoofing — Bots simulate real app installs without actual users
- Install Farms — Real devices running automated scripts to generate installs
- Device ID Reset Fraud — Same device repeatedly resetting its ID for 'new' installs
- In-App Event Fraud — Fake post-install events to claim CPA payouts
Fraud Suite Comparison
| MMP | Fraud Suite | Fraud Block Rate | Detection Methods | Best For |
|---|---|---|---|---|
| AppsFlyer | Protect360 | 22-28% | ML + rules + behavioral | Enterprise |
| Kochava | Fraud Console | 20-25% | Custom rules + ML | Data teams |
| Adjust | Fraud Prevention | 18-22% | ML + signature | Gaming |
| Singular | Fraud Prevention | 17-20% | ML + unified data | All-round |
| Branch | Basic | 10-15% | Rules-based | SMB |
| Tenjin | Basic | 8-12% | Rules-based | Indie |
Winner: AppsFlyer Protect360
AppsFlyer blocks 22-28% of installs as fraudulent with the most sophisticated detection engine. Kochava is a close second for teams that want custom rules. Adjust is excellent for gaming. If fraud is a top concern and you have the budget, AppsFlyer is the safest bet.
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