ScoreFairy starts with paid payout reports from the existing payout report table. Operator claims, pending or rejected withdrawals, and rows flagged as weak, unsupported, blank, or placeholder evidence are excluded from the ranking calculation.
Reports marked `not_required` for KYC receive the strongest weighting. Reports where verification was completed receive limited credit for successful withdrawal flow, while missing or unknown KYC data remains low-confidence context.
"No KYC" should not be interpreted as a guarantee. Operators may request checks later because of jurisdiction, payment method, withdrawal size, risk review, bonus terms, or account behavior.