{"citations":{"source_mix":{"company_owned":7,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":10,"partial":2},"total_sources":12,"unique_domain_count":10},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Debt Consolidation Loans With No Origination Fee","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"No-Origination-Fee Debt Consolidation","subject":"First Tech Federal Credit Union","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"First Tech Federal Credit Union","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"First Tech Federal Credit Union","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"First Tech Federal Credit Union","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-08","platform_support":["openai","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"First Tech Federal Credit Union","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"First Tech Federal Credit Union","platform_mentions":2,"platform_share":0.4}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/personal-debt-consolidation-loans/no-origination-fee-debt-consolidation/first-tech-federal-credit-union.json","page_url":"https://creditconsensusindex.com/personal-debt-consolidation-loans/no-origination-fee-debt-consolidation/first-tech-federal-credit-union","report_type":"fit_review","study_id":"CCI-STUDY-195FA11F167C","title":"First Tech Federal Credit Union for Debt Consolidation Loans With No Origination Fee 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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":5,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit Consensus Index cross-platform AI consensus 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Service Most Relevant to No-Origination-Fee Debt Consolidation","section_id":"the-product-model-plan-or-service-most-relevant-to-no-origination-fee-debt-consolidation"},{"id":"question-003","question":"Which no-fee and cost features did the platforms consistently confirm?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-004","question":"What loan amount and term ranges were reported across platforms?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-005","question":"How did platform fit ratings differ, and why?","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 figures conflict across sources?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-007","question":"Which key features remained unverified?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-008","question":"What features make First Tech suitable for consolidating credit card debt?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-009","question":"Which consolidation-specific capabilities were confirmed versus unverified?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-010","question":"What APR range and fee structure did platforms report?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-011","question":"Which costs remain unverified or conflicting?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-012","question":"Which borrowers should consider First Tech for no-fee debt consolidation?","section":"Best Suited For","section_id":"best-suited-for"},{"id":"question-013","question":"What membership pathways make a borrower eligible?","section":"Best Suited For","section_id":"best-suited-for"},{"id":"question-014","question":"Which borrower profiles should look elsewhere?","section":"Probably Not Best Suited For","section_id":"probably-not-best-suited-for"},{"id":"question-015","question":"What loan sizes or verification needs rule First Tech out?","section":"Probably Not Best Suited For","section_id":"probably-not-best-suited-for"},{"id":"question-016","question":"Which competing lenders did platforms recommend instead?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-017","question":"What specific borrower needs point to alternatives?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"}],"ranking":{"candidates_evaluated":16,"qualified_finalists":10,"ranking_unit":"Personal loan lender and loan product"},"schema_version":4,"summary":"First Tech Federal Credit Union is a conditional fit for No-Origination-Fee Debt Consolidation, not a confirmed top-tier choice. Two of five platforms named it in the ranking stage (deepseek and perplexity), representing 40% of included platform responses. The strongest reason to consider First Tech is its consistently reported no-origination-fee structure on personal loans, with no prepayment penalty and APRs reported as low as 6.99% for qualified borrowers. The main limitation is verification: the supplied official product URL resolves to a 404 page, and platform fit ratings split between…","target_buyer":"Borrowers consolidating high-interest credit card debt who want to avoid origination fees and minimize total borrowing cost","topic":{"base_category":"Personal & debt consolidation loans","category_criteria":["No origination fee","APR competitiveness","total borrowing cost","loan amount range","repayment terms","eligibility requirements","soft-pull prequalification"],"geography":"United States","slug":"best-debt-consolidation-loans-with-no-origination-fee","title":"Best Debt Consolidation Loans With No Origination Fee","use_case":"No-Origination-Fee Debt Consolidation"}}