{"buyer_scenarios":[{"fit":"best_suited","scenario":"Late payment fee: up to $41, with the first late payment waived according to perplexity's review of Discover pricing schedules . Google cited up to $40 with the first late payment waived . Deepseek cited up to $41 ."},{"fit":"best_suited","scenario":"Returned payment fee: up to $30–$40 depending on the source ."},{"fit":"best_suited","scenario":"Balance transfer fee: 5% of the amount of each transfer ."},{"fit":"best_suited","scenario":"Cash advance fee: either $10 or 5% of the amount of each cash advance, whichever is greater ."}],"citations":{"source_mix":{"company_owned":6,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":11,"partial":3},"total_sources":15,"unique_domain_count":10},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-09","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit-Building Products After Repeated Credit Card Denials","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-09","platform_support":["deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Credit Building After Repeated Card Denials","subject":"Discover","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-09","platform_support":["deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Discover","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-09","platform_support":["deepseek","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Discover","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-09","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Discover","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-09","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Discover","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-09","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Discover","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.333333333333333,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Discover","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-building-rebuilding/credit-building-after-repeated-card-denials/discover.json","page_url":"https://creditconsensusindex.com/credit-building-rebuilding/credit-building-after-repeated-card-denials/discover","report_type":"fit_review","study_id":"CCI-STUDY-9C71A51AC07C","title":"Discover for Credit-Building Products After Repeated Credit Card Denials 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 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Study","section_id":"why-discover-qualified-for-this-study"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-002","question":"What product makes Discover relevant to consumers denied unsecured cards?","section":"Why Discover Qualified for This Study","section_id":"why-discover-qualified-for-this-study"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-003","question":"What core features did most platforms agree Discover's secured card offers?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-004","question":"How did platforms rate Discover's accessibility for repeatedly denied applicants?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-005","question":"Is the Discover it Secured card currently available to new applicants?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-006","question":"What APR and deposit figures should buyers verify before applying?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-007","question":"What specific features make the Discover it Secured card useful for credit building?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-008","question":"How does the card handle the path from secured to unsecured status?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-009","question":"What does the Discover it Secured card cost in fees and deposits?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-010","question":"What APR should buyers expect if they carry a balance?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-011","question":"Which types of consumers should consider the Discover it Secured card?","section":"Best Suited For","section_id":"best-suited-for"},{"id":"question-012","question":"What financial circumstances make this card a good match?","section":"Best Suited For","section_id":"best-suited-for"},{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Discover"],"id":"question-013","question":"When should a buyer choose a different product instead of Discover?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-014","question":"What alternatives did platforms recommend for specific situations?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"}],"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Credit-building product and provider"},"schema_version":4,"summary":"Discover is a conditional good fit for consumers repeatedly denied conventional unsecured credit cards, primarily through its Discover it® Secured Credit Card. Three of seven AI platforms named Discover during the ranking stage, with an average listed rank of 6.3 and a best rank of 4. The strongest reason to consider Discover is its combination of no annual fee, reporting to all three major credit bureaus, and a refundable security deposit as low as $200 that establishes the credit limit. The main limitation is significant: two platforms reported that the Discover it Secured card was closed…","target_buyer":"Consumers repeatedly denied for conventional unsecured credit cards who need realistic alternative products for building or rebuilding positive credit history","topic":{"base_category":"Credit building & rebuilding","category_criteria":["Accessibility after card denials","credit bureau reporting","total cost","payment affordability","debt risk","range of alternative products","long-term credit-building value"],"geography":"United States","slug":"best-credit-building-products-after-repeated-credit-card-denials","title":"Best Credit-Building Products After Repeated Credit Card Denials","use_case":"Credit Building After Repeated Card Denials"}}