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Financial","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/investment-property-and-non-qm-mortgage-lenders/ground-up-construction-loan-investor.json","page_url":"https://mortgageconsensusindex.com/investment-property-and-non-qm-mortgage-lenders/ground-up-construction-loan-investor","report_type":"best_of_index","study_id":"MCI-STUDY-2A08D0971A7A","title":"Best Ground-Up Construction Loan Lenders for Investor-Builders (2026)"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 04:17:24.583279+00","research_date":"2026-09-30","source_snapshot_sha256":"4eca000344d41b39fd35ff81d34e9bb90ac4f85d127455a544828eb2946936e7","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Non-QM or investment property lender"},"schema_version":4,"summary":"Across seven AI platforms studied on September 30, 2026, Kiavi is the consensus leader for ground-up construction loans on investment property, named by 5 of 7 platforms (71.4%) at an average listed position of 1.8. LendingOne ties on mentions (5 of 7, 71.4%) but ranks lower on average (5.6), while RCN Capital (3 mentions, average 3.33) and Private Money Lenders (PML) (3 mentions, average 4.67) are the strongest alternatives for distinct buyer needs — RCN for experience-tiered leverage and construction-to-permanent structures, PML for combined lot-plus-construction funding with weekly draws.…","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"}}