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Anti-Fraud Plan

A staged defense against copied feedback, fake accounts, and incentive abuse.

MVP controls

Verify email, rate-limit applications, record device and session metadata, detect duplicate response text, hold points until review, and monitor abnormal completion times.

Later signals

Add device attestation where appropriate, payout identity checks, graph-based account linkage, calibrated risk scoring, and sampled manual audits.

Operating rule

No single opaque score should automatically ban a user. High-impact enforcement requires interpretable signals and human review.

Last updated July 1, 2026 · Product documentation