{"citations":{"source_mix":{"company_owned":29,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":11},"total_sources":41,"unique_domain_count":21},"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 Business Owners Using Home Equity for Business Capital","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok"],"predicate":"final_consensus_rank","qualifier":"Business capital funded through personal home equity","subject":"Spring EQ","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Spring EQ","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Spring EQ","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Spring EQ","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.75,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Spring EQ","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/business-capital-heloc/spring-eq.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/business-capital-heloc/spring-eq","report_type":"fit_review","study_id":"MCI-STUDY-A86AC600195D","title":"Spring EQ Review for Business Owners Seeking a HELOC"},"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.","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 20:54:13.768213+00","research_date":"2026-09-29","source_snapshot_sha256":"7fc104d53ef2248996646ea05f7f64be5d0279088af5673b780ec1061eb3b877","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":5,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"Spring EQ is a mixed fit for a small-business owner who wants to fund operations, inventory, or expansion with personal home equity. Four of the seven platforms in this study named Spring EQ during the ranking stage, and every platform that assessed it landed on mixed or uncertain rather than a clean endorsement. The strongest reason to consider it is structural: a $50,000–$500,000 second-lien line, up to 90% combined loan-to-value on primary homes, and reported funding in roughly 14–21 days. The main limitation is that no reviewed Spring EQ material clearly confirms business-purpose use of…","target_buyer":"A small business owner who wants to use personal home equity as a funding source for business operations or expansion.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["underwriting acceptance of business-purpose use","line size adequacy for business needs","speed of access to funds","documentation requirements"],"geography":"United States","slug":"best-heloc-lenders-for-business-owners-using-home-equity-for-business-capital","title":"Best HELOC Lenders for Business Owners Using Home Equity for Business Capital","use_case":"Business capital funded through personal home equity"}}