{"citations":{"source_mix":{"company_owned":27,"independent":9,"unclear":9},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":4},"total_sources":45,"unique_domain_count":18},"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 VA IRRRL Streamline Refinance 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":"Streamlined refinance for existing VA loan holders","subject":"PenFed Credit Union","unit":"rank","value":2},{"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":"PenFed Credit Union","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"PenFed Credit Union","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"PenFed Credit Union","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"PenFed Credit Union","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"PenFed Credit Union","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.857142857142857,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"PenFed Credit Union","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/mortgage-refinance-lenders/va-irrrl-streamline-refinance/penfed-credit-union.json","page_url":"https://mortgageconsensusindex.com/mortgage-refinance-lenders/va-irrrl-streamline-refinance/penfed-credit-union","report_type":"fit_review","study_id":"MCI-STUDY-7E6B2AD63ECA","title":"PenFed Credit Union Review for VA IRRRL Refinancing"},"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 14:22:40.516245+00","research_date":"2026-09-29","source_snapshot_sha256":"cf071ca54010a96a1ffa1fd8ac466b20448a36c60aa5293f7fe56e24420d1b67","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Mortgage refinance lender"},"schema_version":4,"summary":"PenFed Credit Union is a good fit for an existing VA loan holder pursuing a VA Interest Rate Reduction Refinance Loan (IRRRL), but it is not conclusively the best option. All seven platforms that named it in the ranking stage placed it in their recommendations, and it ranked second overall with an average listed rank of 2.86. Its strongest case is a standard rate-and-term streamline refinance where the borrower values no-appraisal processing and PenFed's advertised coverage of several standard closing-cost categories. The main limitation is that PenFed's public material does not establish a…","target_buyer":"A veteran or servicemember with an existing VA-backed mortgage who wants to lower their rate through the VA Interest Rate Reduction Refinance Loan program.","topic":{"base_category":"Mortgage Refinance Lenders","category_criteria":["IRRRL rate and fee structure","funding fee handling","no-appraisal option availability","VA program expertise","processing turnaround"],"geography":"United States","slug":"best-va-irrrl-streamline-refinance-lenders","title":"Best VA IRRRL Streamline Refinance Lenders","use_case":"Streamlined refinance for existing VA loan holders"}}