{"citations":{"source_mix":{"company_owned":9,"independent":27,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":7},"total_sources":39,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Reverse Mortgage Lenders with the Highest Reputation and Lowest Complaint Rates","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"reputation and complaint history research","subject":"GoodLife Home Loans","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GoodLife Home Loans","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GoodLife Home Loans","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"GoodLife Home Loans","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"GoodLife Home Loans","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"GoodLife Home Loans","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/reputation-complaint-history/goodlife-home-loans.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/reputation-complaint-history/goodlife-home-loans","report_type":"fit_review","study_id":"MCI-STUDY-5CC5E5B89FDE","title":"GoodLife Home Loans Review for Reverse Mortgage Complaint History"},"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.","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":"2026-09-30 00:37:04.69702+00","research_date":"2026-09-30","source_snapshot_sha256":"62c6a199db693fe577fc52c2cea24575223238645bd25f6c8a997c42f02b4d0e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":9,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"GoodLife Home Loans is a good, but not conclusively best-in-class, fit for reputation and complaint history research. Five of the seven included platforms named it during the ranking stage (openai, google, grok, kimi, perplexity), a 71.4% share of included platform responses, at an average listed rank of 5.0 and a best listed rank of 2. The strongest reason to consider it is a favorable public reputation record: BBB accreditation with an A+ rating, one BBB complaint in the reviewed three-year period, and a large volume of positive Trustpilot reviews. The main limitation is that no source…","target_buyer":"Homeowners or their adult children wary of predatory practices and wanting a trustworthy, well-reviewed lender.","topic":{"base_category":"Reverse Mortgage Lenders","category_criteria":["complaint and regulatory action history","BBB and consumer review ratings","sales practice transparency","licensing and accreditation"],"geography":"United States","slug":"best-reverse-mortgage-lenders-with-the-highest-reputation-and-lowest-complaint-rates","title":"Best Reverse Mortgage Lenders with the Highest Reputation and Lowest Complaint Rates","use_case":"reputation and complaint history research"}}