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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":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Mortgage 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":"2026-09-29 14:42:18.298192+00","research_date":"2026-09-29","source_snapshot_sha256":"3c7549dfe53770ae360fc65e5a97a557f80802584b0de5e2f68863d577dc1b1b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Veterans United Home Loans is the consensus leader for a VA Interest Rate Reduction Refinance Loan (IRRRL) among existing VA loan holders, named by all 7 platforms studied and holding the best average listed position (2.43) in this 7-platform AI consensus index. PenFed Credit Union and Navy Federal Credit Union are the strongest alternatives for distinct buyer needs: PenFed for advertised no-origination-fee and covered-cost structures, Navy Federal for eligible military members who value a large VA-focused credit union. The study covered 7 AI platforms and 21 unique entities, of which 10…","target_buyer":"A veteran or servicemember with an existing VA-backed mortgage who wants to lower their rate through the VA Interest Rate Reduction Refinance Loan program.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["IRRRL rate and fee structure","funding fee handling","no-appraisal option availability","VA program expertise","processing turnaround"],"geography":"United States","slug":"best-va-irrrl-streamline-refinance-lenders","title":"Best VA IRRRL Streamline Refinance Lenders","use_case":"Streamlined refinance for existing VA loan holders"}}