{"citations":{"source_mix":{"company_owned":17,"independent":6,"unclear":11},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":4},"total_sources":34,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Non-QM Lenders for Investors with 10 or More Financed Properties","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"financing beyond ten property agency limit","subject":"AAA Lendings","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AAA Lendings","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"AAA Lendings","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AAA Lendings","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"AAA Lendings","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"AAA Lendings","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/investment-property-and-non-qm-mortgage-lenders/investor-ten-plus-financed-properties/aaa-lendings.json","page_url":"https://mortgageconsensusindex.com/investment-property-and-non-qm-mortgage-lenders/investor-ten-plus-financed-properties/aaa-lendings","report_type":"fit_review","study_id":"MCI-STUDY-CD11DC7BDADB","title":"AAA Lendings Review for Investors with 10 or More Financed Properties"},"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":"2026-09-30 04:57:49.277581+00","research_date":"2026-09-30","source_snapshot_sha256":"684d7f738d46535adfbbfc6e339a72b69aa1707c5ea7267d0aa3fe2f47db2577","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":9,"ranking_unit":"Non-QM or investment property lender"},"schema_version":4,"summary":"AAA Lendings is a mixed fit for financing beyond ten property agency limit. Only 2 of 7 platforms named it during the ranking stage, and those two placed it at ranks 1 and 4 (average 2.5). The strongest reason to consider it: its Non-QM DSCR marketing states \"no limits on number of properties financed\" and advertises a No-Ratio DSCR option as low as 0, directly addressing the agency ten-property cap (, anthropic:source1). The main limitation: multiple AAA Lendings guidelines state a single-borrower exposure cap of $5,000,000 UPB or 10 properties, which conflicts with the no-limit marketing…","target_buyer":"A high-volume investor who already has ten or more mortgaged properties and has exceeded conventional agency limits on the number of financed properties allowed.","topic":{"base_category":"Investment Property and Non-QM Mortgage Lenders","category_criteria":["maximum number of financed properties allowed","aggregate exposure limits per borrower","rate impact at high property counts","reserve requirements per property","reporting and servicing complexity"],"geography":"United States","slug":"best-non-qm-lenders-for-investors-with-10-or-more-financed-properties","title":"Best Non-QM Lenders for Investors with 10 or More Financed Properties","use_case":"financing beyond ten property agency limit"}}