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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 entity evidence bundle.","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 entity bundle 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.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 15:27:37.933862+00","research_date":"2026-09-29","source_snapshot_sha256":"843b038c79d13e2547e1613ad8ea731373605a3e540bdbad8f7e3752ce1c7eea","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 the consensus leader for refinancing with minimal home equity, named by 4 of 6 platforms (66.7%) at an average listed position of 2.25. It leads because its Homebuyers Choice refinance is advertised up to 97% LTV without PMI and its VA IRRRL pathway can reach 100% LTV for eligible military-affiliated borrowers [e1:][e1:]. Rocket Mortgage (rank 2) is the strongest alternative for existing VA and FHA borrowers using streamline programs, and United Wholesale Mortgage (rank 3) is the standout for broker-channel cash-out near 90% LTV without separate mortgage…","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"}}