Find fake affiliate commissions before you pay them.
BotRefund audits every affiliate conversion using behavioral telemetry, attribution path reconstruction, and click-to-conversion timing—identifying which payouts to approve, hold, or reject with forensic evidence.
Deploy in minutes without platform integrations. Reconstructs affiliate click IDs directly from URL parameters and session telemetry.
Most affiliate fraud happens after the click
Standard click-level filters only catch obvious bots. The most expensive affiliate fraud involves real human sessions where malicious affiliates manipulate attribution tags seconds before checkout.
Last-Click Hijacking
An affiliate fires an invisible redirect or drops an attribution cookie in the final seconds before conversion, stealing credit from genuine organic or paid channels.
Cookie Stuffing
Tracking cookies are injected silently via hidden iframe pixel fires without any user interaction or conscious referral, claiming unearned commissions.
Extension Overwrites
Predatory browser coupon extensions overwrite checkout cookies at the exact moment of payment, claiming credit on sales they had zero role in creating.
Audit reports categorized for finance teams
Before every monthly billing cycle, your finance and affiliate managers receive clean reports scoring every conversion into actionable statuses:
Clean traffic, natural buyer navigation, verified click-to-conversion timing, and untampered attribution paths.
Minor telemetry anomalies or unusual referrer patterns present. Recommended for quick manual review before payment.
Strong suspicious signals including sub-second click-to-cart gaps or duplicate device fingerprints. Payouts paused pending review.
Clear evidence of cookie stuffing, unauthorized extension injection, or bot emulation. Commissions declined with proof dossiers.
Sample Payout Audit Report
Concrete, exportable data supporting every held or rejected commission.
| Affiliate ID | Conversions | Suspicious % | Commission At Risk | Primary Forensic Evidence |
|---|---|---|---|---|
| aff_204 | 1,240 | 38% suspicious | $4,712 | Zero scroll engagement, duplicate canvas fingerprints |
| aff_817 | 430 | 61% suspicious | $2,623 | Cookie stuffing via UTM injection; click-to-cart < 2s |
| aff_339 | 580 | 44% suspicious | $3,190 | Coupon extension overwrite; zero prior browsing history |
| aff_102 | 900 | 4% suspicious | $0 | Clean — standard organic buyer browsing patterns |
Already running an ad fraud tool?
Most click-level tools score incoming traffic volume. They are not engineered to trace conversion-moment attribution changes or coupon extension overwrites. BotRefund runs silently in parallel, monitoring the conversion checkout stage without altering your current setup.
Run a Parallel Payout Audit →Compare what your existing fraud software misses before altering your payout workflows. Zero risk, instant deployment.
Comprehensive Affiliate Fraud Vectors Detected
Behavioral and forensic scrutiny applied across every stage of the checkout funnel.