{"citations":{"source_mix":{"company_owned":25,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":3},"total_sources":36,"unique_domain_count":11},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Refinance Lenders for Switching from an Adjustable Rate to a Fixed Rate","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Converting an ARM to a fixed-rate mortgage before adjustment","subject":"U.S. Bank","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"U.S. Bank","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"U.S. Bank","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"U.S. Bank","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"U.S. Bank","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"U.S. Bank","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/arm-to-fixed-refinance/u-s-bank.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/arm-to-fixed-refinance/u-s-bank","report_type":"fit_review","study_id":"MCI-STUDY-817CF8B70CF5","title":"U.S. Bank Review for Switching from an Adjustable Rate to a Fixed Rate"},"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":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 16:00:46.239267+00","research_date":"2026-09-29","source_snapshot_sha256":"2d3c5ba0755aa21da91040cfd5ebffd2d83d8a8b044d923cff075c821a9d8635","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":10,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"U.S. Bank is a good fit for a homeowner converting an ARM to a fixed-rate mortgage before adjustment, but it is not a confirmed best choice. Three of seven platforms named U.S. Bank during the ranking stage, with an average listed rank of 3.67 and a best rank of 1. Its strongest advantage is a directly relevant rate-and-term refinance into a conventional fixed-rate loan, plus a possible internal ARM-to-fixed loan modification for existing borrowers. The main limitation is pricing opacity: no borrower-specific rate, itemized origination fee, or guaranteed closing timeline is published, and…","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"}}