{"citations":{"source_mix":{"company_owned":12,"independent":0,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":11,"partial":1},"total_sources":12,"unique_domain_count":3},"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 HELOC Lenders Offering Fixed-Rate Conversion or Rate-Lock Options","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Hybrid HELOC with option to lock in fixed rate","subject":"CEFCU","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"CEFCU","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"CEFCU","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"CEFCU","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"CEFCU","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.666666666666667,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"CEFCU","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/fixed-rate-conversion-rate-lock-heloc/cefcu.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/fixed-rate-conversion-rate-lock-heloc/cefcu","report_type":"fit_review","study_id":"MCI-STUDY-8BC7DC301B5C","title":"CEFCU Review for Fixed-Rate HELOC Options"},"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.","No deduplicated independent citation was supplied; clearly identify the evidence base as company-owned or platform-reported.","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":"2026-09-29 20:40:05.325711+00","research_date":"2026-09-29","source_snapshot_sha256":"ecac348207e02f9f3a2a74521dd4814389ee25ea8bbbbce1460a02b9e3185ea3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":9,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"CEFCU is a good fit for a homeowner who wants a revolving HELOC with the ability to convert portions of the balance into fixed-rate, fixed-payment term loans. Three of seven platforms named CEFCU during the ranking stage, at an average listed rank of 7.67 and a best rank of 5. The strongest reason to consider it is the core hybrid structure itself: variable-rate access plus fixed-rate conversion of selected balances, with no annual fee, no early-payment penalty, and no termination fee stated in company materials. The main limitation is structural: only two conversions per calendar year, a…","target_buyer":"A homeowner who wants the flexibility of a revolving line but also the option to lock in a fixed rate on some or all of the balance to hedge against rising rates.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["rate-lock conversion availability","number of allowed locks","fees for converting to fixed","flexibility to re-lock or unlock"],"geography":"United States","slug":"best-heloc-lenders-offering-fixed-rate-conversion-or-rate-lock-options","title":"Best HELOC Lenders Offering Fixed-Rate Conversion or Rate-Lock Options","use_case":"Hybrid HELOC with option to lock in fixed rate"}}