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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":"2026-09-29 20:22:30.24374+00","research_date":"2026-09-29","source_snapshot_sha256":"8100112b4c49facb0f42f0fa9432c6e9eac065747a9a6c5165b09aed93dfb3db","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":10,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"Across seven AI platforms asked one standardized question about no-appraisal HELOCs, Figure is the consensus leader: it was named by all seven platforms, ranked first by three of them, and holds an average listed position of 1.57. Figure explicitly advertises no in-person appraisal for eligible loans under $400,000 using automated valuation models, with advertised approval in about five minutes and funding in as few as five days [e1:openai:fig-home-equity]. The strongest alternatives for distinct buyer needs are Connexus Credit Union (credit-union pricing, 90% CLTV, no annual fee), PenFed…","target_buyer":"A homeowner who wants to avoid the cost, delay, and hassle of a full appraisal when opening a home equity line.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["use of automated valuation models","maximum line size without appraisal","approval timeline impact","eligibility limitations"],"geography":"United States","slug":"best-heloc-lenders-with-no-appraisal-required","title":"Best HELOC Lenders with No Appraisal Required","use_case":"Skipping the appraisal process for faster, cheaper approval"}}