{"buyer_scenarios":[{"fit":"best_suited","scenario":"Borrowers whose required proceeds exceed HECM limits and who want a single closing draw ."},{"fit":"best_suited","scenario":"Borrowers prioritizing no FHA mortgage insurance premium and no monthly servicing fee ."},{"fit":"best_suited","scenario":"Borrowers whose property and financial profile fit the published EquityIQ underwriting rules, including the stated minimum mid-FICO of 620 ."},{"fit":"best_suited","scenario":"Borrowers in the states listed in the published EquityIQ overview ."},{"fit":"not_best_suited","scenario":"Borrowers who need a future-draw line of credit rather than a full draw at closing ."},{"fit":"not_best_suited","scenario":"Borrowers seeking the lowest rate or lowest total cost without obtaining competing lender-specific quotes ."},{"fit":"not_best_suited","scenario":"Borrowers under age 55, owners of non-primary residences, or borrowers whose state or property type is outside EquityIQ eligibility ."},{"fit":"not_best_suited","scenario":"Borrowers with existing subordinate financing, since the published program overview does not permit it ."}],"citations":{"source_mix":{"company_owned":15,"independent":21,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":6},"total_sources":37,"unique_domain_count":22},"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 Proprietary Jumbo Reverse Mortgage Lenders for High-Value Homes","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","grok"],"predicate":"final_consensus_rank","qualifier":"proprietary jumbo reverse mortgage for high-value homes","subject":"Liberty Reverse Mortgage","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Liberty Reverse Mortgage","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Liberty Reverse Mortgage","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Liberty Reverse Mortgage","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Liberty Reverse Mortgage","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Liberty Reverse Mortgage","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/proprietary-jumbo-reverse-mortgage/liberty-reverse-mortgage.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/proprietary-jumbo-reverse-mortgage/liberty-reverse-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-0BBBB6689734","title":"Liberty Reverse Mortgage Review for High-Value Homes"},"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":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 21:28:24.176536+00","research_date":"2026-09-29","source_snapshot_sha256":"bb4976f3ccfacb913a5afeb5b2b4ecc9a9e53d44da659fd8c2eff7890100be3a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"Liberty Reverse Mortgage is a conditional fit for a proprietary jumbo reverse mortgage for High-Value Homes, but only if the company is still originating EquityIQ in the buyer's state. Two of seven platforms named Liberty during the ranking stage (deepseek, grok), and fit ratings split: openai, perplexity, grok, and google rated it good; anthropic rated it weak; deepseek and kimi rated it uncertain. The strongest reason to consider it is EquityIQ's stated $4 million maximum principal limit, age-55 eligibility, and reported absence of mortgage insurance and monthly servicing fees. The main…","target_buyer":"Homeowners 55/62+ with homes valued above roughly $1.2M seeking maximum equity access outside HECM limits.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["proprietary product availability","loan-to-value on high-value homes","rates on jumbo reverse products","minimum age requirements","underwriting flexibility"],"geography":"United States","slug":"best-proprietary-jumbo-reverse-mortgage-lenders-for-high-value-homes","title":"Best Proprietary Jumbo Reverse Mortgage Lenders for High-Value Homes","use_case":"proprietary jumbo reverse mortgage for high-value homes"}}