{"citations":{"source_mix":{"company_owned":28,"independent":36,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":27},"total_sources":65,"unique_domain_count":37},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit Repair Companies for Couples Preparing to Buy a Home","unit":"platforms","value":4},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Couples Preparing for a Joint Mortgage","subject":"Credit Saint","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 4","subject":"Credit Saint","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Couples Preparing for a Joint Mortgage","subject":"Sky Blue Credit","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 4","subject":"Sky Blue Credit","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"Couples Preparing for a Joint Mortgage","subject":"Credit Repair (creditrepair.com)","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 4","subject":"Credit Repair (creditrepair.com)","unit":"platforms","value":2},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Couples Preparing for a Joint Mortgage","subject":"Crowned Credit","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 4","subject":"Crowned Credit","unit":"platforms","value":2},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"Couples Preparing for a Joint Mortgage","subject":"The Credit Pros","unit":"rank","value":5},{"claim_id":"claim-011","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 4","subject":"The Credit Pros","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.75,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Credit Saint","platform_mentions":4,"platform_share":1},{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Sky Blue Credit","platform_mentions":3,"platform_share":0.75},{"average_rank":3,"best_rank":2,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Credit Repair (creditrepair.com)","platform_mentions":2,"platform_share":0.5},{"average_rank":3.5,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Crowned Credit","platform_mentions":2,"platform_share":0.5},{"average_rank":4,"best_rank":3,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"The Credit Pros","platform_mentions":2,"platform_share":0.5}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-repair/couples-preparing-for-a-joint-mortgage.json","page_url":"https://creditconsensusindex.com/credit-repair/couples-preparing-for-a-joint-mortgage","report_type":"best_of_index","study_id":"CCI-STUDY-4F2C5F879899","title":"Best Credit Repair Companies for Couples Preparing to Buy a Home"},"limitations":["Exactly 4 platforms were included in this run: deepseek, grok, perplexity, kimi. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a completed review.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each fit review are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":4,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit Consensus Index cross-platform AI consensus analysis","platforms_included":["deepseek","grok","kimi","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":"2026-09-08 07:02:27.010774+00","research_date":"2026-09-08","source_snapshot_sha256":"fb79d0d4918a36357c87065fbdbc22d4ec25ae6ed0628494c159e1b78eba1669","verification_scope":"public_verification"},"questions":[{"id":"question-001","question":"Which credit repair company did the AI platforms most consistently name for couples preparing a joint mortgage?","section":"The Consensus Ranking","section_id":"the-consensus-ranking","short_answer":"Watch the video on YouTube"},{"id":"question-002","question":"How do the five qualifying companies compare on platform mentions and average ranking position?","section":"The Consensus Ranking","section_id":"the-consensus-ranking","short_answer":"Watch the video on YouTube"},{"id":"question-003","question":"Which credit repair company fits which couple profile best?","section":"Which Option Is Best for Which Version of the Buyer Need?","section_id":"which-option-is-best-for-which-version-of-the-buyer-need"},{"id":"question-004","question":"How should a couple match their specific situation to the five ranked providers?","section":"Which Option Is Best for Which Version of the Buyer Need?","section_id":"which-option-is-best-for-which-version-of-the-buyer-need"},{"id":"question-005","question":"What patterns emerged across all five ranked credit repair companies?","section":"What the Cross-Platform Study Reveals About This Market","section_id":"what-the-cross-platform-study-reveals-about-this-market"},{"id":"question-006","question":"Why is couple-specific pricing the defining issue in this market?","section":"What the Cross-Platform Study Reveals About This Market","section_id":"what-the-cross-platform-study-reveals-about-this-market"},{"id":"question-007","question":"On which facts did all four AI platforms consistently agree?","section":"Where the AI Platforms Agreed","section_id":"where-the-ai-platforms-agreed"},{"id":"question-008","question":"Which features matter most across every ranked provider?","section":"Where the AI Platforms Agreed","section_id":"where-the-ai-platforms-agreed"},{"id":"question-009","question":"Where did the AI platforms contradict each other on pricing and discounts?","section":"Where the AI Platforms Disagreed","section_id":"where-the-ai-platforms-disagreed"},{"id":"question-010","question":"Which factual claims remain unresolved across the ranked companies?","section":"Where the AI Platforms Disagreed","section_id":"where-the-ai-platforms-disagreed"},{"id":"question-011","question":"What practical steps should couples take before choosing a credit repair company?","section":"How Buyers Should Choose","section_id":"how-buyers-should-choose"},{"id":"question-012","question":"How should a couple's mortgage timeline affect which provider they select?","section":"How Buyers Should Choose","section_id":"how-buyers-should-choose"}],"ranking":{"candidates_evaluated":19,"qualified_finalists":5,"ranking_unit":"Credit repair company and household service option"},"schema_version":4,"summary":"For couples preparing a joint mortgage application who both need separate credit profiles reviewed, the AI platforms reached a qualified consensus around Credit Saint as the most frequently named option, though not the highest-ranked when named. Credit Saint appeared on all four platform responses (100% share) with an average listed rank of 2.75 and a best rank of 1. Sky Blue Credit offers the strongest value proposition for budget-conscious couples through its verified discounted second-member enrollment, earning the best average listed rank (1.33) among all qualifying entities. credit…","target_buyer":"Couples planning a joint mortgage who both need separate credit profiles reviewed and want efficient, good-value professional credit repair support","topic":{"base_category":"Credit repair","category_criteria":["Support for two credit profiles","household/couple pricing value","mortgage-readiness guidance","dispute customization","three-bureau coverage","progress tracking","customer support","cancellation flexibility"],"geography":"United States","slug":"best-credit-repair-companies-for-couples-preparing-to-buy-a-home","title":"Best Credit Repair Companies for Couples Preparing to Buy a Home","use_case":"Couples Preparing for a Joint Mortgage"}}