{"citations":{"source_mix":{"company_owned":23,"independent":17,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":9},"total_sources":41,"unique_domain_count":19},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best High-LTV Refinance Lenders for Borrowers with Limited Equity","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi","openai"],"predicate":"final_consensus_rank","qualifier":"Refinancing with minimal home equity available","subject":"Better Mortgage","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Better Mortgage","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Better Mortgage","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Better Mortgage","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Better Mortgage","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/high-ltv-limited-equity-refinance/better-mortgage.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/high-ltv-limited-equity-refinance/better-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-1DEFE903EF31","title":"Better Mortgage Review for Borrowers with Limited Equity"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Mortgage Consensus Index cross-platform AI consensus analysis","platforms_included":["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 15:23:55.520688+00","research_date":"2026-09-29","source_snapshot_sha256":"803945673d49c3be1493faa91d6f7025bede2aaffeeaa88d8dcacc83929bd13b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"Better Mortgage is a mixed fit for refinancing with minimal home equity. Two of the six platforms that produced fit research named Better Mortgage during the ranking stage — kimi and openai — giving it a 33.3% share of included platform responses, an average listed rank of 4.0, and a best listed rank of 1. The strongest reason to consider it is the FHA Streamline Refinance path for existing FHA borrowers, which can bypass appraisal and LTV constraints. The main limitation is that Better does not publish a definitive borrower-facing maximum refinance LTV, and its own materials conflict on…","target_buyer":"A homeowner with only 3 to 10 percent equity in their home who still wants to refinance for a better rate despite a high loan-to-value ratio.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["maximum LTV allowed","high-LTV program availability","PMI cost at high LTV","underwriting flexibility"],"geography":"United States","slug":"best-high-ltv-refinance-lenders-for-borrowers-with-limited-equity","title":"Best High-LTV Refinance Lenders for Borrowers with Limited Equity","use_case":"Refinancing with minimal home equity available"}}