{"source":"CasinoRankr","license":"CC BY 4.0","citation_url":"https://casinorankr.com/verify-trust","generatedAt":"2026-07-19T03:26:25.984Z","generated_at":"2026-07-19T03:26:25.984Z","sourceSnapshotAt":"2026-07-18T23:48:47.994998+00:00","source_snapshot_at":"2026-07-18T23:48:47.994998+00:00","report_period":{"id":"2026-07","label":"July 2026","startDate":"2026-07-01","endDate":"2026-07-31"},"reportPeriod":{"id":"2026-07","label":"July 2026","startDate":"2026-07-01","endDate":"2026-07-31"},"current_period_only":true,"publicMetricSourceStatus":{"inventory":"available","votes":"available","comparisons":"available","legality":"available","categories":{"sweepstakes":"available","crypto":"available","mystery":"available","sportsbooks":"available","prediction_markets":"available"}},"monthlySeriesStatus":"unavailable","seriesInception":null,"periodStatus":null,"asOf":null,"monthlyMetrics":[],"transparency_report":{"reportPeriod":{"id":"2026-07","label":"July 2026","startDate":"2026-07-01","endDate":"2026-07-31"},"generatedAt":"2026-07-19T03:26:25.984Z","sourceSnapshotAt":"2026-07-18T23:48:47.994998+00:00","sourceLabel":"CasinoRankr canonical public stats model","publicMetricSourceStatus":{"inventory":"available","votes":"available","comparisons":"available","legality":"available","categories":{"sweepstakes":"available","crypto":"available","mystery":"available","sportsbooks":"available","prediction_markets":"available"}},"downloadUrl":"/api/public/data/transparency-report?period=2026-07&format=json","monthlySeriesStatus":"unavailable","seriesInception":null,"periodStatus":null,"asOf":null,"monthlyMetrics":[],"totalPublicVotes":{"key":"totalPublicVotes","label":"Total public votes","value":16463,"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 aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"removedSuppressedVotes":{"key":"removedSuppressedVotes","label":"Removed or suppressed votes","value":null,"status":"not_available","source":"Monthly aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"suspiciousVoteBurstsReviewed":{"key":"suspiciousVoteBurstsReviewed","label":"Suspicious vote bursts reviewed","value":null,"status":"not_available","source":"Not present in the aggregate-only monthly contract","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 aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"listingsRemoved":{"key":"listingsRemoved","label":"Listings removed","value":null,"status":"not_available","source":"Monthly aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"reviewsUpdated":{"key":"reviewsUpdated","label":"Reviews reverified","value":null,"status":"not_available","source":"Monthly aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"correctionsPublished":{"key":"correctionsPublished","label":"Corrections published","value":null,"status":"not_available","source":"Monthly aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"sourceLinksAdded":{"key":"sourceLinksAdded","label":"Source links added","value":null,"status":"not_available","source":"Monthly aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"stateAvailabilityChanges":{"key":"stateAvailabilityChanges","label":"State availability changes","value":null,"status":"not_available","source":"Monthly aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"supportingSnapshot":{"livePublicListings":225,"reviewCoverageInventory":160,"testingInventory":null,"trackedStates":50,"currentVoteEligibleTotal":12691,"historicalIneligibleVoteTotal":3772,"unknownVoteTotal":3772,"categoryVoteTotals":{"sweepstakes":12303,"crypto":91,"mystery":297,"sportsbooks":0,"prediction_markets":0}},"sources":[{"title":"Canonical public stats model","href":"/data","type":"canonical-metric","supports":["total public votes","live listings","review coverage","tracked state counts"]},{"title":"Monthly trust aggregate","href":"/api/public/data/transparency-report","type":"public-api","supports":["forward-only monthly transitions","series inception","period status","as-of timestamp"]},{"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":["The monthly aggregate could not be read; CasinoRankr does not convert that state to zero.","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":"2026-07","label":"July 2026","startDate":"2026-07-01","endDate":"2026-07-31"},"generatedAt":"2026-07-19T03:26:25.984Z","sourceSnapshotAt":"2026-07-18T23:48:47.994998+00:00","suspiciousVoteBurstsReviewed":{"key":"suspiciousVoteBurstsReviewed","label":"Suspicious vote bursts reviewed","value":null,"status":"not_available","source":"Not present in the aggregate-only monthly contract","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 aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"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":"2026-07","label":"July 2026","startDate":"2026-07-01","endDate":"2026-07-31"},"generatedAt":"2026-07-19T03:26:25.984Z","sourceSnapshotAt":"2026-07-18T23:48:47.994998+00:00","suspiciousVoteBurstsReviewed":{"key":"suspiciousVoteBurstsReviewed","label":"Suspicious vote bursts reviewed","value":null,"status":"not_available","source":"Not present in the aggregate-only monthly contract","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 aggregate series is unavailable","note":"The monthly aggregate could not be read; CasinoRankr does not convert that state to zero."},"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":["The monthly aggregate could not be read; CasinoRankr does not convert that state to zero.","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."]}