{"citations":{"source_mix":{"company_owned":18,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":2},"total_sources":35,"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 Roofing Companies Offering Financing for Bad or No Credit","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"Roof financing for bad or no credit","subject":"Van Martin Roofing","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":"Van Martin Roofing","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Van Martin Roofing","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Van Martin Roofing","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Van Martin Roofing","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Van Martin Roofing","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/financing-for-bad-or-no-credit/van-martin-roofing.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/financing-for-bad-or-no-credit/van-martin-roofing","report_type":"fit_review","study_id":"HSCI-STUDY-B06FE1D50AD2","title":"Van Martin Roofing Review for Bad or No Credit"},"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":"Home Services 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 19:06:37.659339+00","research_date":"2026-09-30","source_snapshot_sha256":"469e8a5fc2905d8e7befe71abe40ba3bc09d083f52087ef38e3282616903f302","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Van Martin Roofing is a mixed-to-uncertain fit for a homeowner who needs roof financing with Bad or No Credit. Two of the seven platforms in this study named it during the ranking stage, and it finished seventh overall with an average listed rank of 5.0. The strongest reason to consider it is its advertised financing breadth: multiple lending partners, soft-credit prequalification, promotional 0% and fixed-rate installment plans, stated no prepayment penalties, and possible co-applicant or split-payment fallbacks (openai:financingpage, , ). The main limitation is disclosure: Van Martin does…","target_buyer":"A homeowner who needs a roof replaced or repaired but has poor or no credit history and cannot pay for the project upfront.","topic":{"base_category":"Roofing Services","category_criteria":["financing approval flexibility","interest rate and terms transparency","payment plan options","installation quality despite financing","customer protections"],"geography":"United States","slug":"best-roofing-companies-offering-financing-for-bad-or-no-credit","title":"Best Roofing Companies Offering Financing for Bad or No Credit","use_case":"Roof financing for bad or no credit"}}