{"citations":{"source_mix":{"company_owned":15,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":7},"total_sources":38,"unique_domain_count":22},"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 Budget Roof Replacement Companies for Cost-Conscious Homeowners","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"Budget friendly roof replacement","subject":"Erie Home","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Erie Home","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Erie Home","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Erie Home","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Erie Home","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Erie Home","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/budget-roof-replacement/erie-home.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/budget-roof-replacement/erie-home","report_type":"fit_review","study_id":"HSCI-STUDY-B39037F9C4FF","title":"Erie Home Review for Cost-Conscious Homeowners"},"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 17:54:13.213836+00","research_date":"2026-09-30","source_snapshot_sha256":"a4b1092b5612543d9e31e7fb6a91a48a8f3a3bb6c903411826a530163cdc8d3a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":5,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Erie Home is a weak fit for budget friendly roof replacement. Two of the seven platforms in this study named Erie Home during the ranking stage, and both placed it in the top four, but all seven platforms that evaluated fit rated it weak, mixed, or uncertain for cost-conscious buyers. The strongest reason to consider Erie Home is its advertised asphalt shingle option with a free in-home inspection and third-party financing advertised from 12 to 180 months . The main limitation is that Erie Home publishes no standard installed price, and independent review and complaint sources repeatedly…","target_buyer":"A homeowner who needs a functional roof replacement but has limited funds and is prioritizing the lowest reasonable total cost.","topic":{"base_category":"Roofing Services","category_criteria":["low cost without sacrificing safety","transparent flat pricing","value material options","financing availability","minimal upselling"],"geography":"United States","slug":"best-budget-roof-replacement-companies-for-cost-conscious-homeowners","title":"Best Budget Roof Replacement Companies for Cost-Conscious Homeowners","use_case":"Budget friendly roof replacement"}}