{"citations":{"source_mix":{"company_owned":20,"independent":16,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":6},"total_sources":36,"unique_domain_count":18},"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","google","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Full roof replacement for aging roofs","subject":"Aspen Contracting","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Aspen Contracting","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Aspen Contracting","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Aspen Contracting","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Aspen Contracting","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Aspen Contracting","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/full-roof-replacement/aspen-contracting.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/full-roof-replacement/aspen-contracting","report_type":"fit_review","study_id":"HSCI-STUDY-D150B8291DA4","title":"Aspen Contracting 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 12:53:50.789411+00","research_date":"2026-09-30","source_snapshot_sha256":"a6e1017b1d4c9aaed5c0777e6f8b837714ba82063f3710a13fd11d822b8a185b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Aspen Contracting is a mixed fit for Full Roof Replacement on aging roofs. Four of the seven included platforms named it during ranking discovery, and it finished first overall with an average listed rank of 2.0. Its strongest draw is the advertised Ironclad Lifetime Warranty, which company materials describe as covering both materials and labor and transferring to a new owner at no fee . The main limitation is verification: the reported official domain could not be retrieved during research , warranty terms were not confirmed in a controlling document, and independent complaint records…","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"}}