Fraud Protection Features
- Real-time fraud detection
- Device fingerprinting
- Click validation
- Install verification
- Bot and emulator detection
$7B+
Annual Mobile Ad Fraud
15-30%
Avg Fraud Rate
99.2%
Detection Accuracy
Types of Fraud We Detect
Click Fraud
Click flooding, click injection, and click stuffing detection with timestamp analysis.
Install Fraud
Device farms, emulators, and fake installs identified through behavioral patterns.
Attribution Fraud
Click spamming and organic poaching prevention with statistical analysis.
Bot Traffic
Automated bot detection using device signals and behavioral analysis.
Detection Methods
Device Fingerprinting
- Hardware identifiers
- Software configurations
- Sensor data patterns
- Battery and charging behavior
Behavioral Analysis
- Click-to-install time (CTIT)
- Session patterns
- Event timing
- Engagement authenticity
Network Analysis
- IP reputation scoring
- VPN/proxy detection
- Data center traffic blocking
- Geographic anomalies
Protection Actions
- Block: Prevent fraudulent traffic in real-time
- Flag: Mark suspicious activity for review
- Reject: Refuse attribution for invalid installs
- Alert: Notify teams of fraud patterns
Fraud Reporting
- Source-level fraud rates
- Fraud type breakdowns
- Savings calculations
- Trend analysis
- Exportable evidence for disputes
Protect Your Ad Budget
Stop paying for fraudulent traffic with ClicksFlyer's fraud prevention.
Start Free Trial