{"buyer_scenarios":[{"fit":"best_suited","scenario":"Borrowers with good to excellent credit seeking no-fee personal loans"},{"fit":"best_suited","scenario":"Credit-conscious borrowers wanting to check rates and eligibility before committing to a hard credit inquiry"},{"fit":"best_suited","scenario":"Debt consolidation borrowers eligible for direct payments to creditors"},{"fit":"best_suited","scenario":"Existing Marcus personal-loan customers managing an already-originated loan"},{"fit":"not_best_suited","scenario":"Borrowers who need to compare currently available personal-loan offers—if new originations are closed, Marcus cannot serve this need"},{"fit":"not_best_suited","scenario":"Borrowers specifically seeking a live soft-pull rate preview before applying"},{"fit":"not_best_suited","scenario":"Borrowers needing confirmation of current loan amounts, APRs, or approval criteria"},{"fit":"not_best_suited","scenario":"Borrowers with poor or thin credit histories who may not qualify"}],"citations":{"source_mix":{"company_owned":8,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":13,"partial":14},"total_sources":27,"unique_domain_count":21},"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 Personal Loans With Soft-Pull Prequalification","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"Soft-Pull Personal Loan Prequalification","subject":"Marcus by Goldman Sachs","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Marcus by Goldman Sachs","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-08","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Marcus by Goldman Sachs","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-08","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Marcus by Goldman Sachs","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-08","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Marcus by Goldman Sachs","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-08","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Marcus by Goldman Sachs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Marcus by Goldman Sachs","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/personal-debt-consolidation-loans/soft-pull-personal-loan-prequalification/marcus-by-goldman-sachs.json","page_url":"https://creditconsensusindex.com/personal-debt-consolidation-loans/soft-pull-personal-loan-prequalification/marcus-by-goldman-sachs","report_type":"fit_review","study_id":"CCI-STUDY-1CE70D2DFB63","title":"Marcus by Goldman Sachs for Personal Loans With Soft-Pull Prequalification 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":"2026-09-08 17:24:49.681639+00","research_date":"2026-09-08","source_snapshot_sha256":"701e25dfbd5b81a55e1055399c41cd689b4a8b03587a5e5a2b3a545de72fadc8","verification_scope":"public_verification"},"questions":[{"id":"question-001","question":"Which Marcus product is at issue for soft-pull prequalification?","section":"The Product, Model, Plan, or Service Most Relevant to Soft-Pull Personal Loan Prequalification","section_id":"the-product-model-plan-or-service-most-relevant-to-soft-pull-personal-loan-prequalification"},{"id":"question-002","question":"What did Marcus historically offer for rate checking before a full application?","section":"The Product, Model, Plan, or Service Most Relevant to Soft-Pull Personal Loan Prequalification","section_id":"the-product-model-plan-or-service-most-relevant-to-soft-pull-personal-loan-prequalification"},{"id":"question-003","question":"On what points did platforms converge about Marcus?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-004","question":"Which historical features did multiple platforms confirm?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-005","question":"Why did platforms reach opposite conclusions about Marcus?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-006","question":"Which specific product details remain unresolved?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-007","question":"What soft-pull prequalification features did Marcus reportedly offer?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-008","question":"How did the prequalification process work for rate and term previews?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-009","question":"What did Marcus charge for its personal loans?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-010","question":"Which fee details remain unverified or conflicting?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-011","question":"When should a borrower choose a different lender over Marcus?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-012","question":"Which alternative lenders were named in the platform responses?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"}],"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Personal loan lender and loan product"},"schema_version":4,"summary":"Marcus by Goldman Sachs is a weak-to-uncertain fit for borrowers seeking Soft-Pull Personal Loan Prequalification in 2026. Three of seven platforms named Marcus during the ranking stage (43% platform share), with an average listed rank of 5.3 and a best rank of 3. The strongest reason to consider Marcus is its historical no-fee structure—no origination, prepayment, or late fees—which reduced total borrowing costs for approved applicants. The main limitation is decisive: multiple independent sources report that Goldman Sachs discontinued new Marcus personal loan originations in January 2023,…","target_buyer":"Borrowers who want to compare likely personal-loan rates or eligibility without a hard credit inquiry before submitting a full application","topic":{"base_category":"Personal & debt consolidation loans","category_criteria":["Soft-pull prequalification availability","rate and term preview quality","APR range","fees","loan amounts","eligibility transparency","hard-inquiry disclosure"],"geography":"United States","slug":"best-personal-loans-with-soft-pull-prequalification","title":"Best Personal Loans With Soft-Pull Prequalification","use_case":"Soft-Pull Personal Loan Prequalification"}}