{"citations":{"source_mix":{"company_owned":21,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":5},"total_sources":40,"unique_domain_count":21},"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":["anthropic","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"repair set-aside renovation funding","subject":"Guild Mortgage","unit":"rank","value":5},{"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":["anthropic"],"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":["grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Guild Mortgage","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Guild Mortgage","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.333333333333333,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Guild Mortgage","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/reverse-mortgage-lenders/repair-renovation-funding/guild-mortgage.json","page_url":"https://mortgageconsensusindex.com/reverse-mortgage-lenders/repair-renovation-funding/guild-mortgage","report_type":"fit_review","study_id":"MCI-STUDY-BFE178D23803","title":"Guild Mortgage 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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 23:56:34.329292+00","research_date":"2026-09-29","source_snapshot_sha256":"0be6f44bbcd0283f82fa34100802351f9db37390e4f783d8aaab210f7f091b47","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":7,"ranking_unit":"Reverse mortgage lender"},"schema_version":4,"summary":"Guild Mortgage is a mixed-to-uncertain fit for repair set-aside renovation funding. Three of seven platforms named Guild during the ranking stage (anthropic, kimi, perplexity), giving it a 42.9% share of included platform responses, an average listed rank of 4.33, and a best listed rank of 4. The strongest reason to consider Guild is that it publicly markets HECM-based reverse mortgages through its Flex Payment Mortgage suite, and HECM repair set-asides are a standardized HUD feature available across approved lenders . The main limitation is that no reviewed source verifies Guild-specific…","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"}}