{"buyer_scenarios":[{"fit":"best_suited","scenario":"Military service members, veterans, Department of Defense personnel, and their eligible family members who can meet membership requirements"},{"fit":"best_suited","scenario":"Consumers who want a documented six-month review path to unsecured conversion with monthly reviews thereafter"},{"fit":"best_suited","scenario":"Applicants seeking a no-annual-fee secured card with cash-back rewards (1% while secured, 1.5% after graduation)"},{"fit":"best_suited","scenario":"Consumers who want the security deposit returned while keeping the account open after graduation"},{"fit":"not_best_suited","scenario":"Consumers who are not eligible for Navy Federal membership, including most of the general U.S. population (, , kimi:Cunclear)"},{"fit":"not_best_suited","scenario":"Buyers who require a guaranteed graduation date or guaranteed unsecured approval"},{"fit":"not_best_suited","scenario":"Consumers who need a publicly documented, highly predictable automatic graduation policy with published timelines (, kimi:Cunclear)"},{"fit":"not_best_suited","scenario":"Buyers who require independently verified three-bureau reporting before applying"}],"citations":{"source_mix":{"company_owned":15,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":6},"total_sources":25,"unique_domain_count":12},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Secured Credit Cards That Graduate to Unsecured Credit","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","google","openai"],"predicate":"final_consensus_rank","qualifier":"Secured Cards With Unsecured Graduation","subject":"Navy Federal Credit Union","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Navy Federal Credit Union","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-04","platform_support":["deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Navy Federal Credit Union","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-04","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"good","subject":"Navy Federal Credit Union","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Navy Federal Credit Union","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-04","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Navy Federal Credit Union","unit":"platforms","value":1}],"consensus_findings":["Strong agreement: Membership eligibility is the primary barrier","Strong agreement: No annual fee on the cashRewards Secured card","Majority agreement: Six-month review cycle exists","Majority agreement: Deposit is returned upon graduation","Majority agreement: Graduation is not guaranteed"],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","disagreements":["Disagreement: Overall fit rating","Disagreement: Three-bureau reporting confirmation","Disagreement: Product identity and availability","Disagreement: Actual graduation timing","Disagreement: APR and fee details"],"entities":[{"average_rank":4.333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Navy Federal Credit Union","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-building-rebuilding/secured-cards-unsecured-graduation/navy-federal-credit-union.json","page_url":"https://creditconsensusindex.com/credit-building-rebuilding/secured-cards-unsecured-graduation/navy-federal-credit-union","report_type":"fit_review","study_id":"CCI-STUDY-D98E2BD713D6","title":"Navy Federal Credit Union for Secured Credit Cards That Graduate to Unsecured Credit Review"},"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."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit 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":"2026-09-04 10:57:54.617232+00","research_date":"2026-09-04","source_snapshot_sha256":"0eead94e4a33237bd2f2b63235353d962245b9703ec45a664489a22c89be9990","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":8,"ranking_unit":"Secured credit card"},"schema_version":4,"summary":"Navy Federal Credit Union is a conditional fit for consumers seeking a secured card with a path to unsecured credit. Three of seven platforms named Navy Federal in the ranking stage, with an average listed rank of 4.33 and a best rank of 1. The strongest reason to consider Navy Federal is the cashRewards Secured Credit Card's documented six-month review cycle for possible graduation to an unsecured card, combined with no annual fee and deposit return upon graduation. The main limitation is membership eligibility: only military-affiliated individuals, Department of Defense personnel,…","target_buyer":"Consumers who want a secured card with a realistic path to unsecured credit and potential return of the security deposit while keeping the account open","topic":{"base_category":"Credit building & rebuilding","category_criteria":["Graduation policy","review timing","deposit return process","three-bureau reporting","annual fees","APR","long-term account value"],"geography":"United States","slug":"best-secured-credit-cards-that-graduate-to-unsecured-credit","title":"Best Secured Credit Cards That Graduate to Unsecured Credit","use_case":"Secured Cards With Unsecured Graduation"}}