{"citations":{"source_mix":{"company_owned":20,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":8},"total_sources":30,"unique_domain_count":8},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best No-Income Verification Investment Property Loan Lenders","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"no-income verification asset-based investment loan","subject":"Kiavi","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Kiavi","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Kiavi","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Kiavi","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Kiavi","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Kiavi","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/investment-property-and-non-qm-mortgage-lenders/no-income-verification-asset-based-loan/kiavi.json","page_url":"https://mortgageconsensusindex.com/investment-property-and-non-qm-mortgage-lenders/no-income-verification-asset-based-loan/kiavi","report_type":"fit_review","study_id":"MCI-STUDY-ADC650F264E8","title":"Kiavi Review for Asset-Based Investment Loans"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Mortgage Consensus Index cross-platform AI consensus analysis","platforms_included":["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":"2026-09-30 02:11:21.215838+00","research_date":"2026-09-30","source_snapshot_sha256":"ddb0b8566f3a7837949ef01c0f0cfae70bf20dc1dae7499cfad18069e799b455","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":5,"ranking_unit":"Non-QM or investment property lender"},"schema_version":4,"summary":"Kiavi is a good, but not definitive, fit for a U.S. investor who wants a no-income verification asset-based investment loan. Two of the six platforms that produced fit research named Kiavi during the ranking stage, and all six evaluated it. The strongest reason to consider it: Kiavi's DSCR Rental Loan is marketed with no tax returns, W-2s, or employment verification, qualifying on property rental cash flow, with up to 80% LTV and DSCR as low as 0.8x (openai:kiavi-rental-2026, ). The main limitation: Kiavi is a DSCR/property-cash-flow lender, not a verified pure asset-only underwriter, and…","target_buyer":"An investor who prefers not to disclose or document any personal income or employment and wants a loan underwritten purely on the property and their assets.","topic":{"base_category":"Investment Property and Non-QM Mortgage Lenders","category_criteria":["zero income documentation requirement","asset verification standards","leverage limits without income docs","rate premium for no-doc underwriting","closing speed"],"geography":"United States","slug":"best-no-income-verification-investment-property-loan-lenders","title":"Best No-Income Verification Investment Property Loan Lenders","use_case":"no-income verification asset-based investment loan"}}