🕵️ Traffic Fraud Classification + Publisher×Fraud Matrix (Real DB Data)
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🕵️ 7-TYPE FRAUD CLASSIFICATION

#1 ⚠️ Incentivized HIGH

Very high CvR (>15%) — users paid to convert

#2 🎰 Sweepstakes MEDIUM

High volume, very low CvR (<0.3%)

#3 🤖 Bot/Crawler CRITICAL

Clicks with ZERO conversions

#4 🔴 Click Injection HIGH

Abnormal click-to-conversion patterns

#5 💳 Chargeback Risk MEDIUM

High eCPA with low CvR

#6 🔄 Mixed/Normal LOW

Standard metrics within expected ranges

#7 ✅ Clean/Organic LOW

Above-average CvR, below-average eCPA

📊 PUBLISHER × CAMPAIGN × FRAUD MATRIX (Live from buzztrack.db)

CountryPublisher NameCampsClicksConvCvR%PayoutAvg TQSFraud Type
⏳ Loading real publisher data from buzztrack.db...

⭐ TOP CAMPAIGNS BY TQS (Live from buzztrack.db)

#CampaignClicksConvCvR%PayouteCPACountry
⏳ Loading campaign data...

🔴 HIGHEST FRAUD RISK

#CampaignClicksConvCvR%PayoutTQSFraud Type
1FR - FBlank CCS gc169,9693,1531.9%$111,200.250🔄 MIXED
2FR - Purple Page Prefill (61) CCS gc57,3521,1011.9%$44,040.000🔄 MIXED
3FR - Purple Page Prefill 1.99 CTC CCS tq52,3071,1822.3%$41,370.000🔄 MIXED
4FR - FBlank Prefill CCS gc35,6418682.4%$30,320.000🔄 MIXED
5DE - ?? FBlank Prefill CCS gc72,5806961.0%$25,373.100🔄 MIXED

📊 FRAUD TYPE DISTRIBUTION

TypeCountRisk
#0 Insufficient Data1000UNKNOWN
#6 Mixed/Normal1000LOW
#7 Clean/Organic0LOW
#2 Sweepstakes0MEDIUM
#3 Bot/Crawler0CRITICAL