{"citations":{"source_mix":{"company_owned":30,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":6},"total_sources":38,"unique_domain_count":9},"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 Self-Employed Borrowers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Self-employed income documentation for HELOC approval","subject":"Truss Financial Group","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Truss Financial Group","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Truss Financial Group","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Truss Financial Group","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Truss Financial Group","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Truss Financial Group","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/self-employed-income-documentation/truss-financial-group.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/self-employed-income-documentation/truss-financial-group","report_type":"fit_review","study_id":"MCI-STUDY-9354334566F4","title":"Truss Financial Group Review for Self-Employed Borrowers"},"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.","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 17:51:28.263463+00","research_date":"2026-09-29","source_snapshot_sha256":"38957e52a4bf3c7086d57a48ca34efdef41c9eb5d6d2743240e42cfe657a1459","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":10,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"Truss Financial Group is a good fit for Self-Employed Borrowers whose tax returns understate cash flow and who can document deposits through personal or business bank statements. Five of seven platforms named it during the ranking stage, with an average listed rank of 2.4 and a best rank of 1. The strongest reason to consider it is a product line built specifically around bank-statement and no-tax-return HELOC underwriting, including 12–24 month deposit review, digital verification, and no-appraisal options. The main limitation is transparency: Truss does not publish rates, margins, or a…","target_buyer":"A self-employed homeowner or small business owner whose income does not fit standard W-2 documentation requirements for a home equity line.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["alternative income documentation options","bank statement or asset-based underwriting","approval speed","rate impact of non-W2 income"],"geography":"United States","slug":"best-heloc-lenders-for-self-employed-borrowers","title":"Best HELOC Lenders for Self-Employed Borrowers","use_case":"Self-employed income documentation for HELOC approval"}}