{"buyer_scenarios":[{"fit":"best_suited","scenario":"Consumers who want a no-annual-fee secured card from a large national bank with a branch network ."},{"fit":"best_suited","scenario":"Applicants without recent bankruptcies who can wait at least 12 months for the first graduation review ."},{"fit":"best_suited","scenario":"Consumers who want rewards while building credit and plan to keep the account long term, particularly through the Cash+ Secured (up to 5% cash back) or Altitude Go Secured (up to 4X points on dining) ."},{"fit":"best_suited","scenario":"Buyers who want a higher maximum credit limit during the secured phase—the $5,000 deposit ceiling is among the highest available ."},{"fit":"not_best_suited","scenario":"Consumers who require a clearly stated automatic graduation date or transparent graduation criteria—U.S. Bank does not publish objective eligibility thresholds ."},{"fit":"not_best_suited","scenario":"Applicants with recent Chapter 7 or Chapter 13 bankruptcies—reported holds of approximately 5 years from discharge before graduation eligibility ."},{"fit":"not_best_suited","scenario":"Consumers who need faster graduation—competitors like Discover begin automatic graduation reviews at around 7 months ."},{"fit":"not_best_suited","scenario":"Buyers who want to avoid additional hard inquiries—manual graduation requests may trigger hard credit pulls ."}],"citations":{"source_mix":{"company_owned":12,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":5},"total_sources":23,"unique_domain_count":9},"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":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Secured Cards With Unsecured Graduation","subject":"U.S. Bank","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-04","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"U.S. Bank","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-04","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"U.S. Bank","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"U.S. Bank","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-04","platform_support":["openai","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"U.S. Bank","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-04","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"U.S. Bank","unit":"platforms","value":1}],"consensus_findings":["Strong agreement: $0 annual fees across secured products","Strong agreement: Three-bureau reporting","Strong agreement: Security deposit range of $300–$5,000","Majority agreement: Deposit returned upon graduation","Majority agreement: Review begins around 12 months","Majority agreement: Graduation is discretionary, not guaranteed"],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","disagreements":["Automatic vs. manual graduation process","Graduation timeline variability","APR disclosure","Rewards availability on secured products","Bankruptcy impact"],"entities":[{"average_rank":3.1666666666666665,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"U.S. Bank","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-building-rebuilding/secured-cards-unsecured-graduation/u-s-bank.json","page_url":"https://creditconsensusindex.com/credit-building-rebuilding/secured-cards-unsecured-graduation/u-s-bank","report_type":"fit_review","study_id":"CCI-STUDY-C57FDA19B405","title":"U.S. Bank 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 10:57:20.040726+00","research_date":"2026-09-04","source_snapshot_sha256":"43d211e54c80b7a9da3bf040bb5286046a6608714e5d148f5e6ad973fd161d6d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":8,"ranking_unit":"Secured credit card"},"schema_version":4,"summary":"U.S. Bank is a mixed-to-good fit for consumers seeking a secured credit card with a path to unsecured graduation. Six of seven AI platforms named U.S. Bank during the ranking stage, placing it among the most frequently cited issuers for this use case. The strongest reason to consider U.S. Bank is its combination of $0 annual fees, three-bureau reporting, and secured versions of popular rewards cards (Altitude Go Secured and Cash+ Secured) that can graduate to premium unsecured Visa Signature cards with deposit return. The main limitation is the lack of a clearly published, guaranteed…","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"}}