{"buyer_scenarios":[{"fit":"best_suited","scenario":"Borrowers with a favorable existing first-mortgage rate who want to preserve it by adding a second lien rather than refinancing ."},{"fit":"best_suited","scenario":"Self-employed or non-traditional-income borrowers who may qualify under the advertised no-income-check or bank-statement options ."},{"fit":"best_suited","scenario":"Owners of older homes, since the company states homes built before 1976 may be considered and there are no acreage or age restrictions on the base program ."},{"fit":"best_suited","scenario":"Borrowers who understand that final eligibility, CLTV limits, and pricing come from the underlying lender, not the platform ."},{"fit":"not_best_suited","scenario":"Borrowers who require transparent public pricing, lender-specific disclosures, or published closing-cost and cancellation terms before contacting anyone ."},{"fit":"not_best_suited","scenario":"Homes that are not permanently affixed or whose title and land records may not support a real-estate lien ."},{"fit":"not_best_suited","scenario":"Borrowers who want to originate directly with a known, licensed lender and avoid a lead-matching intermediary ."},{"fit":"not_best_suited","scenario":"Borrowers needing a guaranteed or documented approval path rather than an inquiry-based match ."}],"citations":{"source_mix":{"company_owned":11,"independent":13,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":10},"total_sources":26,"unique_domain_count":19},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Home Equity Loan Lenders for Manufactured and Mobile Homes","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","openai"],"predicate":"final_consensus_rank","qualifier":"Second lien against equity in a manufactured home","subject":"HELOC for Mobile and Manufactured Homes (helocs.com platform)","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"HELOC for Mobile and Manufactured Homes (helocs.com platform)","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-29","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"HELOC for Mobile and Manufactured Homes (helocs.com platform)","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-29","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"HELOC for Mobile and Manufactured Homes (helocs.com platform)","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-29","platform_support":["deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"HELOC for Mobile and Manufactured Homes (helocs.com platform)","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"HELOC for Mobile and Manufactured Homes (helocs.com platform)","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://mortgageconsensusindex.com/datasets/home-equity-loan-and-heloc-lenders/manufactured-mobile-home-equity/heloc-for-mobile-and-manufactured-homes-helocs-com-platform.json","page_url":"https://mortgageconsensusindex.com/home-equity-loan-and-heloc-lenders/manufactured-mobile-home-equity/heloc-for-mobile-and-manufactured-homes-helocs-com-platform","report_type":"fit_review","study_id":"MCI-STUDY-DB1E1FA49C1B","title":"HELOC for Mobile and Manufactured Homes (helocs.com platform) Review for Manufactured and Mobile Homes"},"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.","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":"2026-09-29 20:30:39.396582+00","research_date":"2026-09-29","source_snapshot_sha256":"3ae9b4f3fb69e3f8c27b9fb2a5e6b8c9ea8ac61b86ba587bdb4dd98c19c22ff8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":8,"ranking_unit":"Home equity lender"},"schema_version":4,"summary":"HELOC for Mobile and Manufactured Homes (helocs.com platform) is a mixed-to-good fit for a second lien against equity in a manufactured home, but only for a narrow borrower profile: an owner of a permanently affixed single-wide or double-wide home on land they own. Two of seven platforms named it during the ranking stage (anthropic, openai), at ranks 1 and 3, for an average listed rank of 2.0. The strongest reason to consider it is that it publicly advertises a manufactured-home HELOC program with stated property-specific LTV limits (60% single-wide, 70% double-wide), a category most…","target_buyer":"An owner of a manufactured or mobile home on owned land who has built equity and wants to borrow against it.","topic":{"base_category":"Home Equity Loan and HELOC Lenders","category_criteria":["manufactured home eligibility","land ownership requirements","maximum CLTV for manufactured homes","available lenders for this property type"],"geography":"United States","slug":"best-home-equity-loan-lenders-for-manufactured-and-mobile-homes","title":"Best Home Equity Loan Lenders for Manufactured and Mobile Homes","use_case":"Second lien against equity in a manufactured home"}}