{"citations":{"source_mix":{"company_owned":18,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":0},"total_sources":27,"unique_domain_count":12},"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":["anthropic","openai"],"predicate":"final_consensus_rank","qualifier":"Roof financing for bad or no credit","subject":"Acorn Finance","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Acorn Finance","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Acorn Finance","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Acorn Finance","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Acorn Finance","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/financing-for-bad-or-no-credit/acorn-finance.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/financing-for-bad-or-no-credit/acorn-finance","report_type":"fit_review","study_id":"HSCI-STUDY-03C5B1C3D00E","title":"Acorn Finance 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 18:59:57.565658+00","research_date":"2026-09-30","source_snapshot_sha256":"1beadf15cfd637e6fc3d0bae39162aee31df6a3ee1e8cde67469ba707029acc4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Acorn Finance is a mixed fit for roof financing with Bad or No Credit. Two of the seven platforms in this study named Acorn Finance during the ranking stage, and those two placed it at rank 1 (OpenAI) and rank 7 (Anthropic), producing an average listed rank of 4.0. The strongest reason to consider it is that its multi-lender marketplace can return several unsecured personal-loan offers from one soft-pull prequalification, with advertised loan amounts up to $100,000 and terms up to 12 years (, -17). The main limitation is that Acorn Finance is not a lender: partner lenders set approval,…","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"}}