{"citations":{"source_mix":{"company_owned":17,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":5},"total_sources":28,"unique_domain_count":10},"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","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Avoiding upfront fees on a smaller HELOC","subject":"Navy Federal Credit Union","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Navy Federal Credit Union","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Navy Federal Credit Union","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Navy Federal Credit Union","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.8571428571428572,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Navy Federal Credit Union","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/no-closing-cost-heloc/navy-federal-credit-union.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/no-closing-cost-heloc/navy-federal-credit-union","report_type":"fit_review","study_id":"MCI-STUDY-9D966DF28012","title":"Navy Federal 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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 18:29:03.033728+00","research_date":"2026-09-29","source_snapshot_sha256":"25791e3cc4cbbf25b7a3e2d4e3364cf79c9d5065df04882e52d0f43ffafdbceb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":9,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"Navy Federal Credit Union is a good fit for Avoiding upfront fees on a smaller HELOC, but only for borrowers who qualify for membership. All seven platforms named it during the ranking stage, and it finished first overall with an average listed rank of 1.86. The strongest reason to consider it: Navy Federal advertises that it pays HELOC closing costs and charges no application, origination, annual, or inactivity fee, with a $10,000 minimum line that suits modest borrowing (, anthropic:cite-2-1, ). The main limitation is that public documents conflict on third-party fees and early-closure…","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"}}