{"citations":{"source_mix":{"company_owned":4,"independent":15,"unclear":8},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":9},"total_sources":27,"unique_domain_count":13},"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 Reverse Mortgage Lenders for Borrowers with Limited Income or Failed Financial Assessment","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"financial assessment failure workaround","subject":"Open Mortgage","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Open 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":"Open Mortgage","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Open Mortgage","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Open Mortgage","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Open Mortgage","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8.5,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Open Mortgage","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/financial-assessment-flexibility/open-mortgage.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/financial-assessment-flexibility/open-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-9195D60A560C","title":"Open Mortgage Review for Borrowers with Limited Income or Failed Financial Assessment"},"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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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":"2026-09-30 00:26:57.505649+00","research_date":"2026-09-29","source_snapshot_sha256":"030dd14a6f1eee021e387981ccf4dd91ca85755c636e0324ee7ba2340828198b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":6,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"Open Mortgage is a mixed-to-uncertain fit for a financial assessment failure workaround. Two of six included platforms named Open Mortgage during the ranking stage, and those two placed it at an average listed rank of 8.5 (best rank 7). The strongest reason to consider it is that its own HECM materials describe the standard financial-assessment process and a Life Expectancy Set-Aside (LESA) calculator, and one platform reported an underwriter discussing HUD financial-assessment reviews . The main limitation is decisive: no reviewed source verifies special underwriting flexibility,…","target_buyer":"Homeowners 62+ with weak income, high debts, or thin credit who risk failing the required financial assessment.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["financial assessment flexibility","life expectancy set-aside structuring expertise","compensating factor evaluation","approval success rate for marginal borrowers"],"geography":"United States","slug":"best-reverse-mortgage-lenders-for-borrowers-with-limited-income-or-failed-financial-assessment","title":"Best Reverse Mortgage Lenders for Borrowers with Limited Income or Failed Financial Assessment","use_case":"financial assessment failure workaround"}}