{"citations":{"source_mix":{"company_owned":22,"independent":23,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":6},"total_sources":46,"unique_domain_count":27},"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 Metal Roofing Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"Metal roofing installation","subject":"Erie Home","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google"],"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":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Erie Home","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Erie Home","unit":"platforms","value":3},{"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":6,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Erie Home","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/metal-roofing-installation/erie-home.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/metal-roofing-installation/erie-home","report_type":"fit_review","study_id":"HSCI-STUDY-7B473647C05F","title":"Erie Home Review for Metal roofing installation"},"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 23:01:06.393433+00","research_date":"2026-09-30","source_snapshot_sha256":"a0efdb3fb62baf8b653b933b6c5fea69e48f61b5f776e8f1e32961e53f58740a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":8,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Erie Home is a mixed fit for Metal roofing installation, especially for a homeowner who specifically wants a standing seam metal roof. Two of seven platforms named Erie Home during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of 6.0, and a best listed rank of 5. Its strongest reason to consider it is a clearly identified stone-coated steel metal shingle system backed by a company-advertised 50-year limited lifetime transferable warranty and financing options. The main limitation is that the publicly described product is stamped metal…","target_buyer":"A homeowner choosing to install a standing seam or metal panel roof instead of traditional asphalt shingles for durability and efficiency.","topic":{"base_category":"Roofing Services","category_criteria":["metal roofing specialization","material sourcing","seam and fastening quality","energy efficiency benefits","warranty on metal systems"],"geography":"United States","slug":"best-metal-roofing-installation-companies","title":"Best Metal Roofing Installation Companies","use_case":"Metal roofing installation"}}