{"citations":{"source_mix":{"company_owned":10,"independent":25,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":12},"total_sources":39,"unique_domain_count":28},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Online and Digital-First Reverse Mortgage Lenders","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","kimi"],"predicate":"final_consensus_rank","qualifier":"digital-first online reverse mortgage application","subject":"AAG (American Advisors Group)","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AAG (American Advisors Group)","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"AAG (American Advisors Group)","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/digital-first-online-application/aag-american-advisors-group.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/digital-first-online-application/aag-american-advisors-group","report_type":"fit_review","study_id":"MCI-STUDY-938799811335","title":"AAG (American Advisors Group) Review for Online Reverse Mortgages"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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_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 22:52:21.408498+00","research_date":"2026-09-29","source_snapshot_sha256":"8def58e401f7c42a9295cd254ae27ab686899f920ea2e9bb8008bb6a0f99033b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":8,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"AAG (American Advisors Group) is a mixed fit for a digital-first online reverse mortgage application. Three of seven platforms named AAG during the ranking stage, and six of seven returned a usable fit assessment, with ratings ranging from \"good\" to \"uncertain.\" The strongest reason to consider AAG is documented evidence of the My AAG Loan Portal, which independent reporting describes as supporting electronic document upload, automated status updates, and e-signature for closing documents . The main limitation is that AAG's brand, product names, and digital features are in transition after…","target_buyer":"Homeowners 62+ or family assisting them who prefer online applications, e-signatures, and digital tracking.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["digital application experience","online document upload and e-closing support","remote counseling coordination","transparency of online rate tools"],"geography":"United States","slug":"best-online-and-digital-first-reverse-mortgage-lenders","title":"Best Online and Digital-First Reverse Mortgage Lenders","use_case":"digital-first online reverse mortgage application"}}