{"source":"CasinoRankr","license":"CC BY 4.0","citation_url":"https://casinorankr.com/verify-trust","generatedAt":"2026-05-16T21:30:19.178Z","generated_at":"2026-05-16T21:30:19.178Z","sourceSnapshotAt":"2026-05-15T21:33:04.061Z","source_snapshot_at":"2026-05-15T21:33:04.061Z","report_period":{"id":"2026-05","label":"May 2026","startDate":"2026-05-01","endDate":"2026-05-31"},"reportPeriod":{"id":"2026-05","label":"May 2026","startDate":"2026-05-01","endDate":"2026-05-31"},"current_period_only":true,"transparency_report":{"reportPeriod":{"id":"2026-05","label":"May 2026","startDate":"2026-05-01","endDate":"2026-05-31"},"generatedAt":"2026-05-16T21:30:19.178Z","sourceSnapshotAt":"2026-05-15T21:33:04.061Z","sourceLabel":"CasinoRankr canonical public stats model","downloadUrl":"/api/public/data/transparency-report?period=2026-05&format=json","totalPublicVotes":{"key":"totalPublicVotes","label":"Total public votes","value":16337,"status":"reported","source":"getVoteAuditStats() all-time community vote audit","note":"All-time community vote total reconciled through the canonical vote-audit source."},"newVotesThisPeriod":{"key":"newVotesThisPeriod","label":"New votes this period","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"CasinoRankr does not yet publish a durable monthly vote-ingest delta."},"removedSuppressedVotes":{"key":"removedSuppressedVotes","label":"Removed or suppressed votes","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Vote suppression/removal actions are not yet published as a monthly public aggregate."},"suspiciousVoteBurstsReviewed":{"key":"suspiciousVoteBurstsReviewed","label":"Suspicious vote bursts reviewed","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Rate limits and integrity controls exist, but reviewed-burst counts are not yet published as a monthly aggregate."},"listingsAdded":{"key":"listingsAdded","label":"Listings added","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Current live listing totals are published, but monthly added-listing deltas are not yet available."},"listingsRemoved":{"key":"listingsRemoved","label":"Listings removed","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Current live listing totals are published, but monthly removed-listing deltas are not yet available."},"reviewsUpdated":{"key":"reviewsUpdated","label":"Reviews updated","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Current review coverage inventory is published, but monthly review-update counts are not yet available."},"correctionsPublished":{"key":"correctionsPublished","label":"Corrections published","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"CasinoRankr publishes the correction process, but monthly correction counts are not yet available."},"sourceLinksAdded":{"key":"sourceLinksAdded","label":"Source links added","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Source and citation endpoints exist, but monthly added-source counts are not yet available."},"stateAvailabilityChanges":{"key":"stateAvailabilityChanges","label":"State availability changes","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Current tracked state counts are published, but monthly availability-change counts are not yet available."},"supportingSnapshot":{"livePublicListings":125,"reviewCoverageInventory":334,"testingInventory":334,"trackedStates":50,"currentVoteEligibleTotal":15197,"historicalIneligibleVoteTotal":1140,"unknownVoteTotal":0,"categoryVoteTotals":{"sweepstakes":15666,"crypto":380,"mystery":291,"sportsbooks":0}},"sources":[{"title":"Canonical public stats model","href":"/data","type":"canonical-metric","supports":["total public votes","live listings","review coverage","tracked state counts"]},{"title":"Community vote statistics API","href":"/api/public/data/community-votes?format=json","type":"public-api","supports":["category vote totals","sample confidence labels","vote integrity caveats"]},{"title":"Vote integrity methodology","href":"/vote-integrity","type":"methodology","supports":["rate limits","Bayesian weighting","anti-manipulation caveats"]},{"title":"Corrections policy","href":"/corrections-policy","type":"policy","supports":["reader correction path","correction review process"]}],"knownLimitations":["Monthly deltas for new votes, suppressed votes, listing changes, review updates, corrections, source additions, and state availability changes are not yet published as durable public aggregates.","Community votes are directional sentiment signals, not proof of safety, legality, payout reliability, licensing, or account outcomes.","Vote integrity controls reduce low-effort manipulation, but CasinoRankr does not claim perfect fraud prevention.","State availability counts are tracker summaries, not legal advice. Availability can vary by operator, state, and date.","Testing inventory is an internal workflow count unless a row-level public testing record is shown on the relevant page."]},"vote_anomaly_report":{"period":{"id":"2026-05","label":"May 2026","startDate":"2026-05-01","endDate":"2026-05-31"},"generatedAt":"2026-05-16T21:30:19.178Z","sourceSnapshotAt":"2026-05-15T21:33:04.061Z","suspiciousVoteBurstsReviewed":{"key":"suspiciousVoteBurstsReviewed","label":"Suspicious vote bursts reviewed","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Rate limits and integrity controls exist, but reviewed-burst counts are not yet published as a monthly aggregate."},"votesRemovedSuppressed":{"key":"votesRemovedSuppressed","label":"Votes removed or suppressed","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Vote suppression/removal actions are not yet published as a monthly public aggregate."},"listingsAffected":{"key":"listingsAffected","label":"Listings affected","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"CasinoRankr has not yet published a durable aggregate count of listings affected by vote-integrity actions."},"manualReviewOutcomes":[{"key":"validActivity","label":"Reviewed and left unchanged","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"Manual-review outcomes are not yet published as separate aggregate counts."},{"key":"actionTaken","label":"Reviewed with action taken","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"Future reports should count aggregate vote removals, suppressions, or ranking-impact actions here."},{"key":"inconclusive","label":"Reviewed, inconclusive","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"Future reports should count reviews where evidence was insufficient for a public action claim."}],"noPaidRankingInfluence":"Casino partners, affiliate relationships, sponsorships, and advertising do not change community vote totals, Bayesian weighting, or vote-based ranking order.","privacyBoundary":"Public anomaly reporting is aggregate only. CasinoRankr does not publish user-level records, browser identifiers, network addresses, or detection thresholds.","limitations":["One anonymous account is not necessarily one real-world person.","Aggregate anomaly counts are not yet published because the monthly event log is not validated for public release.","Community votes are directional sentiment signals, not proof of safety, legality, payout reliability, licensing, or player outcomes.","Rate limits, CAPTCHA challenges, duplicate checks, manual review, and Bayesian weighting reduce low-effort manipulation but do not prove perfect fraud prevention."]},"voteAnomalyReport":{"period":{"id":"2026-05","label":"May 2026","startDate":"2026-05-01","endDate":"2026-05-31"},"generatedAt":"2026-05-16T21:30:19.178Z","sourceSnapshotAt":"2026-05-15T21:33:04.061Z","suspiciousVoteBurstsReviewed":{"key":"suspiciousVoteBurstsReviewed","label":"Suspicious vote bursts reviewed","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Rate limits and integrity controls exist, but reviewed-burst counts are not yet published as a monthly aggregate."},"votesRemovedSuppressed":{"key":"votesRemovedSuppressed","label":"Votes removed or suppressed","value":null,"status":"not_available","source":"Monthly event log not yet published","note":"Vote suppression/removal actions are not yet published as a monthly public aggregate."},"listingsAffected":{"key":"listingsAffected","label":"Listings affected","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"CasinoRankr has not yet published a durable aggregate count of listings affected by vote-integrity actions."},"manualReviewOutcomes":[{"key":"validActivity","label":"Reviewed and left unchanged","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"Manual-review outcomes are not yet published as separate aggregate counts."},{"key":"actionTaken","label":"Reviewed with action taken","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"Future reports should count aggregate vote removals, suppressions, or ranking-impact actions here."},{"key":"inconclusive","label":"Reviewed, inconclusive","value":null,"status":"not_available","source":"Monthly vote-integrity event log not yet published","note":"Future reports should count reviews where evidence was insufficient for a public action claim."}],"noPaidRankingInfluence":"Casino partners, affiliate relationships, sponsorships, and advertising do not change community vote totals, Bayesian weighting, or vote-based ranking order.","privacyBoundary":"Public anomaly reporting is aggregate only. CasinoRankr does not publish user-level records, browser identifiers, network addresses, or detection thresholds.","limitations":["One anonymous account is not necessarily one real-world person.","Aggregate anomaly counts are not yet published because the monthly event log is not validated for public release.","Community votes are directional sentiment signals, not proof of safety, legality, payout reliability, licensing, or player outcomes.","Rate limits, CAPTCHA challenges, duplicate checks, manual review, and Bayesian weighting reduce low-effort manipulation but do not prove perfect fraud prevention."]},"limitations":["Monthly deltas for new votes, suppressed votes, listing changes, review updates, corrections, source additions, and state availability changes are not yet published as durable public aggregates.","Community votes are directional sentiment signals, not proof of safety, legality, payout reliability, licensing, or account outcomes.","Vote integrity controls reduce low-effort manipulation, but CasinoRankr does not claim perfect fraud prevention.","State availability counts are tracker summaries, not legal advice. Availability can vary by operator, state, and date.","Testing inventory is an internal workflow count unless a row-level public testing record is shown on the relevant page."]}