{"citations":{"source_mix":{"company_owned":20,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":2},"total_sources":39,"unique_domain_count":20},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best HELOC Lenders for Fast Funding and Quick Draw Access","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Urgent time-sensitive access to home equity funds","subject":"Upstart","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Upstart","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Upstart","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Upstart","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Upstart","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":9,"best_rank":8,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Upstart","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/fast-funding-quick-draw-access/upstart.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/fast-funding-quick-draw-access/upstart","report_type":"fit_review","study_id":"MCI-STUDY-52B8E18A9C4B","title":"Upstart Review for Fast Funding and Quick Draw Access"},"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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Mortgage 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":"2026-09-29 18:56:57.771814+00","research_date":"2026-09-29","source_snapshot_sha256":"8802c2453a01ec2157a2da6a9f1c79d88d982fc01c8d9a7a92631e96d8637f52","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":28,"qualified_finalists":10,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"Upstart is a mixed fit for urgent, time-sensitive access to home equity funds. Two of the seven platforms in this study named Upstart during the ranking stage, and it finished with an average listed rank of 9.0 and a best rank of 8. The strongest reason to consider it is speed for a minority of borrowers: Upstart reports that 15% of funded HELOCs in Q2 2026 closed in two days or less and funded in seven days or less, with no in-person appraisal for nearly all applicants (, -18). The main limitation is that same-day or next-day cash is not available: funds disburse by ACH only after a federal…","target_buyer":"A homeowner facing an urgent, time-sensitive cash need who cannot wait weeks for a traditional home equity approval process.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["time from application to funding","digital underwriting speed","same-day or next-day draw availability","appraisal waiver availability"],"geography":"United States","slug":"best-heloc-lenders-for-fast-funding-and-quick-draw-access","title":"Best HELOC Lenders for Fast Funding and Quick Draw Access","use_case":"Urgent time-sensitive access to home equity funds"}}