{"citations":{"source_mix":{"company_owned":13,"independent":44,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":16},"total_sources":57,"unique_domain_count":28},"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 Customer Service, Education, and Counseling Support","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"education and counseling support for borrowers","subject":"American Advisors Group (AAG)","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 7","subject":"American Advisors Group (AAG)","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":"American Advisors Group (AAG)","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"American Advisors Group (AAG)","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"American Advisors Group (AAG)","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/education-counseling-support/american-advisors-group-aag.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/education-counseling-support/american-advisors-group-aag","report_type":"fit_review","study_id":"MCI-STUDY-F8A4ED424C9E","title":"American Advisors Group (AAG) Review for Customer Service, Education, and Counseling Support"},"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 23:16:38.491009+00","research_date":"2026-09-29","source_snapshot_sha256":"b29a0c190f767b8579f95353891af00b7cc1437f30f0feae0fd22defb788c6c8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":9,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"American Advisors Group (AAG) is a mixed fit for education and counseling support for borrowers. Two of seven platforms named AAG during the ranking stage, and it finished eighth overall. Its strongest case rests on a legacy national origination platform, a documented loan-officer training program, and mandatory independent HUD-approved counseling for every HECM. The main limitation is that AAG is no longer clearly a standalone lender: its assets were acquired by Finance of America and the brands were unified, and CFPB enforcement actions for deceptive reverse-mortgage marketing remain…","target_buyer":"Homeowners 62+ who are unfamiliar with reverse mortgages and want strong guidance before committing.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["quality of loan officer education","counseling session coordination","responsiveness during process","borrower satisfaction and complaint history"],"geography":"United States","slug":"best-reverse-mortgage-lenders-for-customer-service-education-and-counseling-support","title":"Best Reverse Mortgage Lenders for Customer Service, Education, and Counseling Support","use_case":"education and counseling support for borrowers"}}