{"citations":{"source_mix":{"company_owned":20,"independent":22,"unclear":7},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":5},"total_sources":49,"unique_domain_count":24},"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 Reverse Mortgage Lenders for FHA-Approved Condominiums","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google"],"predicate":"final_consensus_rank","qualifier":"condo reverse mortgage eligibility","subject":"Liberty Home Equity Solutions","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Liberty Home Equity Solutions","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Liberty Home Equity Solutions","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Liberty Home Equity Solutions","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Liberty Home Equity Solutions","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Liberty Home Equity Solutions","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.666666666666667,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Liberty Home Equity Solutions","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/condo-reverse-mortgage-eligibility/liberty-home-equity-solutions.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/condo-reverse-mortgage-eligibility/liberty-home-equity-solutions","report_type":"fit_review","study_id":"MCI-STUDY-ACD431387E65","title":"Liberty Home Equity Solutions Review for FHA-Approved Condominiums"},"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 21:55:50.709047+00","research_date":"2026-09-29","source_snapshot_sha256":"b0f5b89cb3dbf31a1564b03a6fef9a6d4eb011d9ffa2ef1d793a5d90ed6fd1e9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":8,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"Liberty Home Equity Solutions is a mixed fit for condo reverse mortgage eligibility, and the evidence is now split by a major corporate event. Three of seven platforms named Liberty during the ranking stage (anthropic, deepseek, google), a 42.9% share, at an average listed rank of 4.67 and a best rank of 3. The strongest reason to consider it is its published condominium underwriting and spot-condo review procedures, plus EquityIQ as a possible proprietary alternative for some higher-value units . The main limitation is that two platforms report Liberty exited reverse mortgage originations…","target_buyer":"Homeowners 62+ living in condominiums seeking HECM eligibility despite condo-specific approval hurdles.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["condo project approval expertise","single-unit approval process knowledge","success rate with condo HECMs","proprietary alternatives for non-approved condos"],"geography":"United States","slug":"best-reverse-mortgage-lenders-for-fha-approved-condominiums","title":"Best Reverse Mortgage Lenders for FHA-Approved Condominiums","use_case":"condo reverse mortgage eligibility"}}