{"citations":{"source_mix":{"company_owned":4,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":12,"partial":2},"total_sources":14,"unique_domain_count":11},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit Repair Companies for Inaccurate Late Payments","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-04","platform_support":["google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Inaccurate Late-Payment Disputes","subject":"Sky Blue Credit","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-04","platform_support":["google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Sky Blue Credit","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-04","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Sky Blue Credit","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-04","platform_support":["openai","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Sky Blue Credit","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-04","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Sky Blue Credit","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Sky Blue Credit","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Sky Blue Credit","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-repair/inaccurate-late-payment-disputes/sky-blue-credit.json","page_url":"https://creditconsensusindex.com/credit-repair/inaccurate-late-payment-disputes/sky-blue-credit","report_type":"fit_review","study_id":"CCI-STUDY-52038B6AB564","title":"Sky Blue Credit for Credit Repair Companies for Inaccurate Late Payments Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-04 09:26:48.443166+00","research_date":"2026-09-04","source_snapshot_sha256":"ee51e84687553e1e9281357aaa4e591008a7fd8cb337d702d17cd86081a82431","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":20,"qualified_finalists":10,"ranking_unit":"Credit repair company and service plan"},"schema_version":4,"summary":"Sky Blue Credit is a reasonable but not clearly specialized fit for consumers who believe one or more late-payment marks are incorrectly reported and want professional help disputing them. Four of seven AI platforms named Sky Blue Credit in the ranking stage, and it placed second overall with an average rank of 2.5. The strongest reason to consider it is its combination of transparent flat-rate pricing, custom dispute letters, and a faster-than-average 45-day dispute cycle. The main limitation is that no platform found publicly verifiable evidence of a dedicated late-payment dispute…","target_buyer":"Consumers who believe one or more late-payment marks are incorrectly reported and want professional assistance investigating and disputing legitimate errors","topic":{"base_category":"Credit repair","category_criteria":["Late-payment dispute expertise","payment-history review","creditor and bureau dispute handling","evidence/documentation support","case personalization","pricing transparency","progress tracking"],"geography":"United States","slug":"best-credit-repair-companies-for-inaccurate-late-payments","title":"Best Credit Repair Companies for Inaccurate Late Payments","use_case":"Inaccurate Late-Payment Disputes"}}