{"citations":{"source_mix":{"company_owned":23,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":15},"total_sources":44,"unique_domain_count":24},"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 for Full Roof Replacement","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Full roof replacement for aging roofs","subject":"Long Home","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Long Home","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Long Home","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Long Home","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":"Long Home","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Long Home","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/full-roof-replacement/long-home.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/full-roof-replacement/long-home","report_type":"fit_review","study_id":"HSCI-STUDY-28F0B3E60780","title":"Long Home Review for Full Roof Replacement"},"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 12:48:04.329741+00","research_date":"2026-09-30","source_snapshot_sha256":"54084097746055df023a35642951e840892875b28a317066fdca8b5559d0fd35","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Long Home is a mixed-to-good fit for a planned Full Roof Replacement on an aging roof, but only for homeowners inside its Mid-Atlantic and New England service area who are willing to verify warranty terms, pricing, and crew structure in writing before signing. Four of the seven platforms in this study named Long Home during the ranking stage, and fit ratings split three \"good,\" two \"mixed,\" and two \"uncertain.\" The strongest reason to consider it is the CertainTeed Integrity Roof System with SureStart PLUS coverage, which company pages describe as up to 50 years, non-prorated, and…","target_buyer":"A homeowner whose roof is nearing the end of its useful life and is planning a complete tear-off and replacement rather than reacting to an emergency.","topic":{"base_category":"Roofing Services","category_criteria":["installation quality","warranty terms","material options","project timeline reliability","local reputation"],"geography":"United States","slug":"best-roofing-companies-for-full-roof-replacement","title":"Best Roofing Companies for Full Roof Replacement","use_case":"Full roof replacement for aging roofs"}}