{"citations":{"source_mix":{"company_owned":5,"independent":35,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":5},"total_sources":43,"unique_domain_count":30},"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 Home Repair and Renovation Funding","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"repair set-aside renovation funding","subject":"American Advisors Group","unit":"rank","value":6},{"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","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"American Advisors Group","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"American Advisors Group","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"American Advisors Group","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"American Advisors Group","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/repair-renovation-funding/american-advisors-group.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/repair-renovation-funding/american-advisors-group","report_type":"fit_review","study_id":"MCI-STUDY-B0EBC03F4AC1","title":"American Advisors Group Review for Home Repair and Renovation Funding"},"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":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 23:58:26.196206+00","research_date":"2026-09-29","source_snapshot_sha256":"a9e26f94aae100def41abb3ff17502557cb9a714495e494b590f7c2b3d0ae820","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":7,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"American Advisors Group is an uncertain fit for repair set-aside renovation funding in 2026. Only 2 of 7 platforms named AAG during the ranking stage, and those two placed it at average rank 2.5. The strongest reason to consider it is that AAG historically marketed HECM reverse mortgages whose proceeds could be used for home repairs, and the underlying HUD Repair Set-Aside mechanism is real and relevant . The main limitation is that AAG's current standalone operating status, repair-set-aside workflow, contractor coordination, accessibility flexibility, and 2026 pricing are not verified;…","target_buyer":"Homeowners 62+ needing reverse mortgage proceeds earmarked for repairs or home modifications.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["repair set-aside handling","contractor coordination support","flexibility for accessibility modifications","disbursement timing for repair funds"],"geography":"United States","slug":"best-reverse-mortgage-lenders-for-home-repair-and-renovation-funding","title":"Best Reverse Mortgage Lenders for Home Repair and Renovation Funding","use_case":"repair set-aside renovation funding"}}