{"citations":{"source_mix":{"company_owned":7,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":14,"partial":2},"total_sources":16,"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 With Low Security Deposits","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Low-Deposit Secured Credit Cards","subject":"Discover","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Discover","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-04","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Discover","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-04","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Discover","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-04","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Discover","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-04","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Discover","unit":"platforms","value":1}],"consensus_findings":["Minimum Deposit of $200","No Annual Fee","Three-Bureau Credit Reporting","Cash-Back Rewards Are Unusual for a Secured Card","High Variable APR","Graduation Potential Exists but Is Not Guaranteed"],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","disagreements":["Application Availability: The Critical Conflict","Minimum Deposit: $200 vs. Lower Options","Graduation Timeline","APR Figures","Fit Ratings"],"entities":[{"average_rank":3.857142857142857,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Discover","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-building-rebuilding/low-deposit-secured-credit-cards/discover.json","page_url":"https://creditconsensusindex.com/credit-building-rebuilding/low-deposit-secured-credit-cards/discover","report_type":"fit_review","study_id":"CCI-STUDY-C0A9C9CA1D96","title":"Discover for Secured Credit Cards With Low Security Deposits 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.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation."],"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 07:46:43.830422+00","research_date":"2026-09-04","source_snapshot_sha256":"7e77289a3a08a8f71143ffda22a5dd7583f56d97e1424b385d7a25ff57ee616e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":7,"ranking_unit":"Secured credit card"},"schema_version":4,"summary":"Discover is a conditional fit for consumers seeking Low-Deposit Secured Credit Cards. All 7 AI platforms named Discover it Secured during the ranking stage, giving it a 100% platform mention share with an average listed rank of 3.86 and a best rank of 1. The strongest reason to consider Discover it Secured is its combination of a $200 minimum refundable deposit, $0 annual fee, cash-back rewards, and three-bureau reporting—features rarely bundled on secured cards. The main limitation is availability: Google reported that Discover paused new applications for this card on June 2, 2026,…","target_buyer":"Consumers rebuilding credit who have limited cash available for a security deposit and want a lower-entry-cost secured card","topic":{"base_category":"Credit building & rebuilding","category_criteria":["Minimum security deposit","three-bureau reporting","annual and other fees","approval accessibility","APR","graduation potential","credit-limit policy"],"geography":"United States","slug":"best-secured-credit-cards-with-low-security-deposits","title":"Best Secured Credit Cards With Low Security Deposits","use_case":"Low-Deposit Secured Credit Cards"}}