{"citations":{"source_mix":{"company_owned":16,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":8},"total_sources":42,"unique_domain_count":23},"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":["anthropic","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"education and counseling support for borrowers","subject":"Guild Mortgage","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Guild Mortgage","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Guild Mortgage","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Guild Mortgage","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Guild Mortgage","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.666666666666667,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Guild Mortgage","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/education-counseling-support/guild-mortgage.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/education-counseling-support/guild-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-25652DA3B544","title":"Guild Mortgage 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 23:13:13.537452+00","research_date":"2026-09-29","source_snapshot_sha256":"ac7deb4eb265bba5658cc04820f5c34796cc24066cbe2503ee676d142f7900ec","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":9,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"Guild Mortgage is a mixed fit for homeowners 62+ who want extensive education and counseling support before committing to a reverse mortgage. Three of seven platforms named Guild during the ranking stage (anthropic, kimi, perplexity), with an average listed rank of 6.7 and a best rank of 4. The strongest reason to consider Guild is its broad reverse-mortgage product suite and its published counseling-referral guide for loan originators. The main limitation is that no reviewed source independently verifies exceptional reverse-mortgage education quality, counseling coordination,…","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"}}