{"citations":{"source_mix":{"company_owned":10,"independent":17,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":5},"total_sources":28,"unique_domain_count":12},"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 No-Closing-Cost HELOC Lenders","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Avoiding upfront fees on a smaller HELOC","subject":"FourLeaf Credit Union","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"FourLeaf Credit Union","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"FourLeaf Credit Union","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"FourLeaf Credit Union","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"FourLeaf Credit Union","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"FourLeaf Credit Union","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"FourLeaf Credit Union","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/no-closing-cost-heloc/fourleaf-credit-union.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/no-closing-cost-heloc/fourleaf-credit-union","report_type":"fit_review","study_id":"MCI-STUDY-4A9DBB71A264","title":"FourLeaf Credit Union Review for HELOC Closing Costs"},"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 18:35:59.655632+00","research_date":"2026-09-29","source_snapshot_sha256":"0168bc8503dfd7e1fdb99c988c8baae4d4ece86d0e902aa71fb7dff66d0717bf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":9,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"FourLeaf Credit Union is a mixed-to-good fit for Avoiding upfront fees on a smaller HELOC, but only under conditions. Three of the seven platforms in this study named FourLeaf during the ranking stage (anthropic, grok, perplexity), and platform fit ratings ranged from \"strong\" to \"uncertain.\" The strongest reason to consider it: FourLeaf states it pays closing costs on the first $500,000 of a HELOC, with no application, origination, or annual fees reported by multiple reviewers . The main limitation: waived closing costs must be repaid if the line closes within 36 months, and the advertised…","target_buyer":"A cost-sensitive homeowner opening a relatively modest line who wants to avoid paying upfront fees to establish it.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["absence of closing costs","early closure fee terms","rate tradeoff for no-fee structure","minimum line requirements"],"geography":"United States","slug":"best-no-closing-cost-heloc-lenders","title":"Best No-Closing-Cost HELOC Lenders","use_case":"Avoiding upfront fees on a smaller HELOC"}}