{"citations":{"source_mix":{"company_owned":21,"independent":6,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":7},"total_sources":29,"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":"SJ&H Roofing","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"SJ&H Roofing","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"SJ&H Roofing","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"SJ&H Roofing","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"SJ&H Roofing","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"SJ&H Roofing","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/financing-for-bad-or-no-credit/sj-h-roofing.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/financing-for-bad-or-no-credit/sj-h-roofing","report_type":"fit_review","study_id":"HSCI-STUDY-FDD5C1707F39","title":"SJ&H 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 19:00:56.553632+00","research_date":"2026-09-30","source_snapshot_sha256":"5efa38958fe544401ab13fe23eb4936fd4005a36846d5d52f368a45fac6021ef","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"SJ&H Roofing is a mixed fit for roof financing with Bad or No Credit. Two of the seven platforms in this study named it during the ranking stage, and those two ranked it third and fourth. Its strongest selling point is that it routes homeowners to the Acorn Finance lending marketplace, where loans run from $1,000 to $100,000 and SJ&H advertises lender approvals at credit scores from 560 (, -4). The main limitation is that SJ&H is not a lender, publishes no APR range of its own, and no reviewed source confirms that applicants with no credit history will be approved or receive affordable terms…","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"}}