{"citations":{"source_mix":{"company_owned":98,"independent":79,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":134,"partial":38},"total_sources":178,"unique_domain_count":61},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Debit Cards and Banking Products That Help Build Credit","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Chime","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Chime","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Current","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Current","unit":"platforms","value":6},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"OnePay","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OnePay","unit":"platforms","value":5},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-08","platform_support":["google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Extra","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-08","platform_support":["google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Extra","unit":"platforms","value":5},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Step","unit":"rank","value":5},{"claim_id":"claim-011","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Step","unit":"platforms","value":5},{"claim_id":"claim-012","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Varo Bank","unit":"rank","value":6},{"claim_id":"claim-013","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Varo Bank","unit":"platforms","value":4},{"claim_id":"claim-014","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Experian Smart Money Digital Checking Account","unit":"rank","value":7},{"claim_id":"claim-015","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Experian Smart Money Digital Checking Account","unit":"platforms","value":3},{"claim_id":"claim-016","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Self Credit Builder Account + Self Visa Credit Card","unit":"rank","value":8},{"claim_id":"claim-017","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Self Credit Builder Account + Self Visa Credit Card","unit":"platforms","value":3},{"claim_id":"claim-018","confidence":"verified","observed_at":"2026-09-08","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Cred.ai","unit":"rank","value":9},{"claim_id":"claim-019","confidence":"verified","observed_at":"2026-09-08","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Cred.ai","unit":"platforms","value":2},{"claim_id":"claim-020","confidence":"verified","observed_at":"2026-09-08","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"Debit-Linked & Banking Credit Builders","subject":"Mine","unit":"rank","value":10},{"claim_id":"claim-021","confidence":"verified","observed_at":"2026-09-08","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Mine","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5714285714285714,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Chime","platform_mentions":7,"platform_share":1},{"average_rank":3,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Current","platform_mentions":6,"platform_share":0.8571428571428571},{"average_rank":3,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"OnePay","platform_mentions":5,"platform_share":0.7142857142857143},{"average_rank":5,"best_rank":1,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Extra","platform_mentions":5,"platform_share":0.7142857142857143},{"average_rank":5.8,"best_rank":4,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"Step","platform_mentions":5,"platform_share":0.7142857142857143},{"average_rank":4.25,"best_rank":2,"entity_id":"entity-006","entity_type":"company","final_rank":6,"name":"Varo Bank","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":4.333333333333333,"best_rank":3,"entity_id":"entity-007","entity_type":"company","final_rank":7,"name":"Experian Smart Money Digital Checking Account","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":7.333333333333333,"best_rank":4,"entity_id":"entity-008","entity_type":"company","final_rank":8,"name":"Self Credit Builder Account + Self Visa Credit Card","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":6,"best_rank":5,"entity_id":"entity-009","entity_type":"company","final_rank":9,"name":"Cred.ai","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":6,"best_rank":5,"entity_id":"entity-010","entity_type":"company","final_rank":10,"name":"Mine","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-building-rebuilding/debit-linked-banking-credit-builders.json","page_url":"https://creditconsensusindex.com/credit-building-rebuilding/debit-linked-banking-credit-builders","report_type":"best_of_index","study_id":"CCI-STUDY-BCBC17A92971","title":"Best Debit Cards and Banking Products That Help Build Credit"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a completed review.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each fit review are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path."],"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":"2026-09-08 18:03:12.336004+00","research_date":"2026-09-08","source_snapshot_sha256":"85e7f1ef546812a573934020e01d8f49ae69498e6f8926fa29c2f3d40e086a9a","verification_scope":"public_verification"},"questions":[{"id":"question-001","question":"Which debit-linked credit builders did the AI platforms most consistently rank at the top?","section":"The Consensus Ranking","section_id":"the-consensus-ranking"},{"id":"question-002","question":"How much agreement existed across platforms on the leading options?","section":"The Consensus Ranking","section_id":"the-consensus-ranking"},{"id":"question-003","question":"How should a buyer match a specific product to their banking situation and credit goals?","section":"Which Option Is Best for Which Version of the Buyer Need?","section_id":"which-option-is-best-for-which-version-of-the-buyer-need"},{"claims":["claim-004","claim-005"],"entities":["Current"],"id":"question-004","question":"Which products fit buyers who want to keep their current bank versus those willing to switch?","section":"Which Option Is Best for Which Version of the Buyer Need?","section_id":"which-option-is-best-for-which-version-of-the-buyer-need"},{"id":"question-005","question":"What patterns emerged across all 10 ranked products in this category?","section":"What the Cross-Platform Study Reveals About This Market","section_id":"what-the-cross-platform-study-reveals-about-this-market"},{"id":"question-006","question":"How do these products differ from conventional secured credit cards?","section":"What the Cross-Platform Study Reveals About This Market","section_id":"what-the-cross-platform-study-reveals-about-this-market"},{"id":"question-007","question":"Which product claims did platforms confirm most consistently across the category?","section":"Where the AI Platforms Agreed","section_id":"where-the-ai-platforms-agreed"},{"id":"question-008","question":"What can buyers trust based on cross-platform agreement?","section":"Where the AI Platforms Agreed","section_id":"where-the-ai-platforms-agreed"},{"id":"question-009","question":"Which factual claims about these products remain unresolved across platforms?","section":"Where the AI Platforms Disagreed","section_id":"where-the-ai-platforms-disagreed"},{"id":"question-010","question":"How should buyers interpret conflicting platform reports?","section":"Where the AI Platforms Disagreed","section_id":"where-the-ai-platforms-disagreed"},{"claims":["claim-010","claim-011"],"entities":["Step"],"id":"question-011","question":"What practical steps should a buyer take before choosing among these products?","section":"How Buyers Should Choose","section_id":"how-buyers-should-choose"},{"id":"question-012","question":"Which verification questions matter most given the evidence gaps?","section":"How Buyers Should Choose","section_id":"how-buyers-should-choose"}],"ranking":{"candidates_evaluated":26,"qualified_finalists":10,"ranking_unit":"Debit-linked or banking-based credit-building product"},"schema_version":4,"summary":"Chime is the consensus leader for consumers who want credit building tied to everyday banking or debit spending without accumulating significant revolving debt. All 7 AI platforms named Chime in the ranking stage, giving it a 100% platform share and an average listed rank of 1.57. The strongest alternatives depend on buyer priorities: Current and OnePay offer similar balance-linked secured structures with no minimum security deposit, Extra works with any existing bank account but charges a subscription, Step is particularly strong for teens and young adults, and Varo Bank offers a…","target_buyer":"Consumers who prefer credit building tied to everyday banking or debit spending with limited risk of accumulating significant revolving debt","topic":{"base_category":"Credit building & rebuilding","category_criteria":["Credit bureau reporting","debt and overdraft risk","monthly and transaction fees","bank-account requirements","approval accessibility","reporting mechanism","account usability"],"geography":"United States","slug":"best-debit-cards-and-banking-products-that-help-build-credit","title":"Best Debit Cards and Banking Products That Help Build Credit","use_case":"Debit-Linked & Banking Credit Builders"}}