{"citations":{"source_mix":{"company_owned":18,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":10},"total_sources":38,"unique_domain_count":25},"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 FHA Streamline Refinance Lenders","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Simplified refinance for existing FHA loan holders","subject":"Better.com","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Better.com","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Better.com","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Better.com","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Better.com","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/fha-streamline-refinance/better-com.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/fha-streamline-refinance/better-com","report_type":"fit_review","study_id":"MCI-STUDY-1F7137CC743C","title":"Better.com Review for FHA Streamline Refinancing"},"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.","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 14:19:23.751211+00","research_date":"2026-09-29","source_snapshot_sha256":"1cd4f9bc35c438536f29079b0fd9a668ed4fcf29e2521b4154431caaa7514140","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":8,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Better.com is a good, but not conclusively best, fit for an existing FHA borrower who wants a simplified, no-appraisal FHA Streamline refinance. Two of the seven platforms in this study named Better.com during the ranking stage — grok and kimi — and both placed it fourth, giving it an average listed rank of 4.0 and a 28.6% share of included platform responses. The strongest reason to consider it is a dedicated FHA Streamline Refinance product with a publicly described no-appraisal, reduced-documentation, fully digital workflow . The main limitation is that Better.com's public materials do…","target_buyer":"A homeowner with an existing FHA-insured mortgage who wants to refinance into a lower rate with minimal documentation and no new appraisal.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["streamline eligibility processing","MIP refund handling","no-appraisal option availability","turnaround speed","FHA program expertise"],"geography":"United States","slug":"best-fha-streamline-refinance-lenders","title":"Best FHA Streamline Refinance Lenders","use_case":"Simplified refinance for existing FHA loan holders"}}