{"citations":{"source_mix":{"company_owned":13,"independent":24,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":6},"total_sources":40,"unique_domain_count":16},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Overall Reverse Mortgage Lenders (HECM)","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"general HECM reverse mortgage comparison","subject":"All Reverse Mortgage, Inc.","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"All Reverse Mortgage, Inc.","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"All Reverse Mortgage, Inc.","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"All Reverse Mortgage, Inc.","unit":"platforms","value":4}],"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":4,"name":"All Reverse Mortgage, Inc.","platform_mentions":5,"platform_share":0.8333333333333334}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/general-hecm-comparison/all-reverse-mortgage-inc.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/general-hecm-comparison/all-reverse-mortgage-inc","report_type":"fit_review","study_id":"MCI-STUDY-985A836B48BC","title":"All Reverse Mortgage, Inc. Review for HECM Reverse Mortgages"},"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.","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":["anthropic","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 21:07:47.367015+00","research_date":"2026-09-29","source_snapshot_sha256":"684a42797baad2feac7fa466634f81d581fc09fc7650110de5e4a6d60da6acd9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":10,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"All Reverse Mortgage, Inc. is a good, but not clearly best-overall, fit for a homeowner 62 or older comparing standard FHA-insured HECM options. Five of the six included platforms named the company during the ranking stage, a share of 83.3%, with an average listed rank of 4.0 and a best listed rank of 1. Its strongest differentiators are reverse-mortgage-only specialization, the ARLO quote and comparison tool, and reported operating history since 2004. The main limitation is geographic: the company reports licensing in 13 states, and no source checked establishes it as a top-tier national…","target_buyer":"Homeowners 62+ with substantial equity considering a standard FHA-insured HECM for general retirement liquidity.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["HECM volume and experience","interest rates and fees","loan officer expertise","customer satisfaction","product availability"],"geography":"United States","slug":"best-overall-reverse-mortgage-lenders-hecm","title":"Best Overall Reverse Mortgage Lenders (HECM)","use_case":"general HECM reverse mortgage comparison"}}