Anti-Fraud Technology & Trust Transparency

How our multi-layered behavioral heuristics and algorithmic checks ensure you can trust every rating on Complaint-Review.

Sybil & Sockpuppet Detection

We monitor device fingerprinting, IP reputation clusters, and rapid account generation patterns to block coordinated spam attacks and astroturfing campaigns before reviews go live.

Anomaly Spike Detection

When a company suddenly receives an abnormal volume of 1-star or 5-star reviews outside their standard baseline, our system places the profile under investigation and alerts our moderation team.

Verified Purchase Signals

Consumers can upload order confirmations, receipts, and service tickets. Verified purchase reviews receive distinct badges and higher weighting in overall company TrustScore calculations.

Zero Pay-to-Delete Policy

Unlike traditional rating directories, businesses cannot pay us to remove critical reviews, alter their TrustScore, or silence consumer feedback. Our revenue comes from enterprise tools, not censorship.

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