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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 16:16:29.104471+00","research_date":"2026-09-29","source_snapshot_sha256":"e0b64782854c20de12ed24e33c2f97a773337da918ac01cefabe453fef62d7b7","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":10,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Rocket Mortgage is the consensus leader for converting an adjustable-rate mortgage (ARM) to a fixed-rate loan before adjustment, named by all 7 platforms studied (100.0% share) at an average listed position of 3.0. Chase is the strongest alternative for existing bank customers who may qualify for relationship pricing, and Better is the strongest alternative for borrowers who prioritize a fast, digital, low-lender-fee process. This index studied 7 AI platforms — openai, anthropic, deepseek, grok, perplexity, kimi, and google — which named 26 unique entities; 10 qualified by being named by at…","target_buyer":"A homeowner with an adjustable-rate mortgage approaching its first or next rate adjustment who wants payment stability.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["fixed-rate conversion pricing","timing guidance before ARM reset","lender expertise with ARM conversions","rate lock options"],"geography":"United States","slug":"best-refinance-lenders-for-switching-from-an-adjustable-rate-to-a-fixed-rate","title":"Best Refinance Lenders for Switching from an Adjustable Rate to a Fixed Rate","use_case":"Converting an ARM to a fixed-rate mortgage before adjustment"}}