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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 11:03:40.827557+00","research_date":"2026-09-29","source_snapshot_sha256":"22159a92710eb0f036e55908528d8c7292959d063d2c6073dd54d14e0eac9ac4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":9,"ranking_unit":"Mortgage lender"},"schema_version":4,"summary":"Guild Mortgage is the consensus leader for USDA rural zero-down purchase in this 7-platform study, named by 6 of 7 platforms (85.7% share) at an average listed position of 1.17 and a best position of 1. It is the only entity named by six platforms and the only one with a best rank of 1 across the field. Fairway Independent Mortgage Corporation is the strongest alternative for buyers who want a national branch network and a long USDA volume record, while DHI Mortgage is the distinct choice for buyers purchasing qualifying D.R. Horton new construction. Nine entities qualified out of 30 unique…","target_buyer":"A moderate-income buyer purchasing a home in a USDA-eligible rural or suburban area who wants zero-down financing.","topic":{"base_category":"Home Purchase Mortgage Lenders","category_criteria":["USDA eligibility area expertise","zero down execution","income limit navigation","USDA underwriting speed","rural property appraisal experience"],"geography":"United States","slug":"best-usda-loan-lenders-for-rural-home-purchase","title":"Best USDA Loan Lenders for Rural Home Purchase","use_case":"USDA rural zero-down purchase"}}