{"citations":{"source_mix":{"company_owned":22,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":8},"total_sources":34,"unique_domain_count":11},"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 High-LTV Refinance Lenders for Borrowers with Limited Equity","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Refinancing with minimal home equity available","subject":"Navy Federal Credit Union","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Navy Federal Credit Union","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Navy Federal Credit Union","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Navy Federal Credit Union","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.25,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Navy Federal Credit Union","platform_mentions":4,"platform_share":0.6666666666666666}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/high-ltv-limited-equity-refinance/navy-federal-credit-union.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/high-ltv-limited-equity-refinance/navy-federal-credit-union","report_type":"fit_review","study_id":"MCI-STUDY-E912548AF416","title":"Navy Federal Credit Union Review for Borrowers with Limited Equity"},"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 15:11:03.689386+00","research_date":"2026-09-29","source_snapshot_sha256":"112f789b1da5e6336ae7af1c5157b652ad9b1e791e8f2801b9c72e7064ebd8da","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Navy Federal Credit Union is a good fit for refinancing with minimal home equity available, but only for borrowers who meet its military-affiliated membership rules. Four of the six platforms in this study named Navy Federal during ranking discovery, and all six rated it a good or strong fit for this use case. The strongest reason to consider it is a published high-LTV refinance path: Homebuyers Choice refinancing up to 97% loan-to-value with no PMI, plus VA refinancing up to 100% LTV for eligible borrowers. The main limitation is eligibility: membership is restricted to the armed forces,…","target_buyer":"A homeowner with only 3 to 10 percent equity in their home who still wants to refinance for a better rate despite a high loan-to-value ratio.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["maximum LTV allowed","high-LTV program availability","PMI cost at high LTV","underwriting flexibility"],"geography":"United States","slug":"best-high-ltv-refinance-lenders-for-borrowers-with-limited-equity","title":"Best High-LTV Refinance Lenders for Borrowers with Limited Equity","use_case":"Refinancing with minimal home equity available"}}