{"citations":{"source_mix":{"company_owned":10,"independent":14,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":5},"total_sources":25,"unique_domain_count":15},"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":"Time Investment Company","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Time Investment Company","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Time Investment Company","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Time Investment Company","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Time Investment Company","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Time Investment Company","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Time Investment Company","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/financing-for-bad-or-no-credit/time-investment-company.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/financing-for-bad-or-no-credit/time-investment-company","report_type":"fit_review","study_id":"HSCI-STUDY-488B329B5D07","title":"Time Investment Company 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.","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 19:09:19.052755+00","research_date":"2026-09-30","source_snapshot_sha256":"6a7dadb49f15b48a201cb110e03e9c8548997ed94e475a86680ef2cc160520f5","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Time Investment Company is a mixed fit for roof financing when credit is bad or nonexistent. Two of seven platforms named it during the ranking stage, at an average listed rank of 7.0 and a best rank of 6. The strongest reason to consider it is that the company's own roofing page states it offers personal loan options to prime, non-prime, and even no-credit customers (, anthropic:cite-26-13-14). The main limitation is that no roofing-specific APR, fee schedule, or term length is published, and independent complaint records describe interest accrual, loan balances, and billing disputes (,…","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"}}