{"citations":{"source_mix":{"company_owned":14,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":12,"partial":3},"total_sources":22,"unique_domain_count":12},"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 Ground-Up Construction Loan Lenders for Investor-Builders","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google","openai"],"predicate":"final_consensus_rank","qualifier":"ground-up construction loan for investment property","subject":"Rehab Financial Group","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Rehab Financial Group","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Rehab Financial Group","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Rehab Financial Group","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.333333333333333,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Rehab Financial Group","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/investment-property-and-non-qm-mortgage-lenders/ground-up-construction-loan-investor/rehab-financial-group.json","page_url":"https://mortgageconsensusindex.com/investment-property-and-non-qm-mortgage-lenders/ground-up-construction-loan-investor/rehab-financial-group","report_type":"fit_review","study_id":"MCI-STUDY-F3DE171BB4CA","title":"Rehab Financial Group Review for Investor-Builders"},"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":"2026-09-30 04:11:03.886542+00","research_date":"2026-09-30","source_snapshot_sha256":"b1220435f7dd254a5f8f2cd48d2fef054c8840d5cdec3bd85af7d35dcd523f55","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Non-QM or investment property lender"},"schema_version":4,"summary":"Rehab Financial Group is a good fit for an experienced investor-builder seeking a short-term ground-up construction loan on a 1-4 unit, non-owner-occupied residential investment property in one of its 18 stated lending states. Three of seven platforms named it during the ranking stage (43% of included platform responses), at an average listed rank of 7.3 and a best rank of 7. Its strongest advantage is a purpose-built product with up to 90% loan-to-cost, interest-as-drawn for the first six months, and advertised 2-day draw processing. The main limitation is a strict builder-experience…","target_buyer":"An investor or small-scale builder financing the construction of a new investment property from raw land rather than purchasing or renovating an existing structure.","topic":{"base_category":"Investment Property and Non-QM Mortgage Lenders","category_criteria":["construction draw schedule flexibility","builder experience requirements","land acquisition financing inclusion","conversion to permanent loan options","rate and leverage on construction costs"],"geography":"United States","slug":"best-ground-up-construction-loan-lenders-for-investor-builders","title":"Best Ground-Up Construction Loan Lenders for Investor-Builders","use_case":"ground-up construction loan for investment property"}}