{"citations":{"source_mix":{"company_owned":19,"independent":14,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":5},"total_sources":36,"unique_domain_count":17},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Refinance Lenders for High Debt-to-Income Ratio Borrowers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"Refinancing approval despite an elevated debt-to-income ratio","subject":"Navy Federal Credit Union","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Navy Federal Credit Union","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Navy Federal Credit Union","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Navy Federal Credit Union","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Navy Federal Credit Union","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Navy Federal Credit Union","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/high-dti-refinance/navy-federal-credit-union.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/high-dti-refinance/navy-federal-credit-union","report_type":"fit_review","study_id":"MCI-STUDY-8C06F519CFB8","title":"Navy Federal Credit Union Review for High Debt-to-Income Ratio Borrowers"},"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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Mortgage Consensus Index cross-platform AI consensus analysis","platforms_included":["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":"2026-09-29 16:55:33.749143+00","research_date":"2026-09-29","source_snapshot_sha256":"6140057d004c3034a150c69876dde347d2470d0c950417fc1841c3f2e685bca3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":6,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Navy Federal Credit Union is a good, but not proven best, fit for refinancing approval despite an elevated debt-to-income ratio — provided the borrower is VA-eligible and refinancing an existing VA-guaranteed loan. Two of six platforms named Navy Federal during the ranking stage (33.3% share), at an average listed rank of 3.5 and a best rank of 1. The strongest reason to consider it: VA underwriting treats DTI as secondary to residual income, and the VA IRRRL generally requires no appraisal, credit information, or underwriting . The main limitation: Navy Federal does not publicly confirm a…","target_buyer":"A homeowner whose total debt payments relative to income exceed standard refinance guidelines and needs flexible underwriting to qualify.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["DTI flexibility","manual underwriting availability","accepted compensating factors","program options for high DTI"],"geography":"United States","slug":"best-refinance-lenders-for-high-debt-to-income-ratio-borrowers","title":"Best Refinance Lenders for High Debt-to-Income Ratio Borrowers","use_case":"Refinancing approval despite an elevated debt-to-income ratio"}}