{"citations":{"source_mix":{"company_owned":7,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":2},"total_sources":18,"unique_domain_count":12},"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":["google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"Credit Building After Repeated Card Denials","subject":"Grow Credit","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-09","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Grow Credit","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-09","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Grow Credit","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-09","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Grow Credit","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-09","platform_support":["perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Grow Credit","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-09","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Grow Credit","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8.333333333333334,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Grow Credit","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-building-rebuilding/credit-building-after-repeated-card-denials/grow-credit.json","page_url":"https://creditconsensusindex.com/credit-building-rebuilding/credit-building-after-repeated-card-denials/grow-credit","report_type":"fit_review","study_id":"CCI-STUDY-8C67FB7456A5","title":"Grow Credit 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 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":"2026-09-09 07:59:07.535881+00","research_date":"2026-09-09","source_snapshot_sha256":"c3203e601f06857cb615eee5b85342175648350a9c706d0b4f6bbf9077c736e6","verification_scope":"public_verification"},"questions":[{"claims":["claim-002","claim-003","claim-004","claim-005","claim-006","claim-007"],"entities":["Grow Credit"],"id":"question-001","question":"What exactly is the Grow Credit product that helps after card denials?","section":"The Product, Model, Plan, or Service Most Relevant to Credit Building After Repeated Card Denials","section_id":"the-product-model-plan-or-service-most-relevant-to-credit-building-after-repeated-card-denials"},{"id":"question-002","question":"How does the subscription model differ from a traditional credit card?","section":"The Product, Model, Plan, or Service Most Relevant to Credit Building After Repeated Card Denials","section_id":"the-product-model-plan-or-service-most-relevant-to-credit-building-after-repeated-card-denials"},{"id":"question-003","question":"Which plan tiers exist and what do they report?","section":"The Product, Model, Plan, or Service Most Relevant to Credit Building After Repeated Card Denials","section_id":"the-product-model-plan-or-service-most-relevant-to-credit-building-after-repeated-card-denials"},{"id":"question-004","question":"What core strengths did most platforms identify?","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":["Grow Credit"],"id":"question-005","question":"Is Grow Credit accessible after repeated denials?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-006","question":"Does it report to all three credit bureaus?","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":["Grow Credit"],"id":"question-007","question":"How much does Grow Credit actually cost per month?","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":["Grow Credit"],"id":"question-008","question":"Is Grow Credit currently accepting new applications?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-009","question":"Which bureaus does it report to and how quickly?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-010","question":"What specific features help someone denied for cards?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-011","question":"What are the reported credit limits and spending caps?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-012","question":"What happens if a payment fails?","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":["Grow Credit"],"id":"question-013","question":"What does Grow Credit cost per month?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-014","question":"Are there fees beyond the subscription?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-015","question":"Can the membership be cancelled?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-016","question":"When should a secured card be chosen instead?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-017","question":"When is a credit-builder loan preferable?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-018","question":"What alternatives exist for no-deposit, no-fee credit building?","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":"Grow Credit is a good but narrowly useful fit for consumers repeatedly denied conventional unsecured credit cards. Three of seven platforms named Grow Credit during the ranking stage (Google, Grok, and OpenAI), giving it a 42.9% platform share. The strongest reason to consider it is accessibility: Grow Credit performs no hard credit check, requires no security deposit on its free tier, and reports payment activity to all three major credit bureaus, making approval likely even after multiple denials. The main limitation is structural: the product is a subscription-based virtual Mastercard…","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"}}