{"citations":{"source_mix":{"company_owned":10,"independent":36,"unclear":5},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":9},"total_sources":51,"unique_domain_count":24},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Reverse Mortgage Lenders with the Highest Reputation and Lowest Complaint Rates","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"reputation and complaint history research","subject":"Liberty Reverse Mortgage","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Liberty Reverse Mortgage","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Liberty Reverse Mortgage","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Liberty Reverse Mortgage","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Liberty Reverse Mortgage","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/reputation-complaint-history/liberty-reverse-mortgage.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/reputation-complaint-history/liberty-reverse-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-35EAB77CEAE3","title":"Liberty Reverse Mortgage Review for Reverse Mortgage Complaint History"},"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":"2026-09-30 00:42:36.999503+00","research_date":"2026-09-30","source_snapshot_sha256":"56ee99214db308138afcf775f27947132f695c569c3f195109fe7714e01ae583","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":9,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"Liberty Reverse Mortgage is a weak-to-uncertain fit for reputation and complaint history research in 2026. Two of seven platforms named it during the ranking stage (openai, perplexity), an average listed rank of 4.5 and a best rank of 4. The strongest reason to consider it is a documented A+ BBB listing and a historically low Liberty-branded complaint count. The main limitation is that the brand's reverse-mortgage origination business was discontinued after assets transferred to Finance of America Reverse effective June 30, 2026, so reputation evidence applies partly to a legacy brand and…","target_buyer":"Homeowners or their adult children wary of predatory practices and wanting a trustworthy, well-reviewed lender.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["complaint and regulatory action history","BBB and consumer review ratings","sales practice transparency","licensing and accreditation"],"geography":"United States","slug":"best-reverse-mortgage-lenders-with-the-highest-reputation-and-lowest-complaint-rates","title":"Best Reverse Mortgage Lenders with the Highest Reputation and Lowest Complaint Rates","use_case":"reputation and complaint history research"}}