{"citations":{"source_mix":{"company_owned":28,"independent":30,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":8},"total_sources":58,"unique_domain_count":25},"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","google","grok"],"predicate":"final_consensus_rank","qualifier":"Full roof replacement for aging roofs","subject":"DaBella","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"DaBella","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"DaBella","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"DaBella","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":"DaBella","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.75,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"DaBella","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/full-roof-replacement/dabella.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/full-roof-replacement/dabella","report_type":"fit_review","study_id":"HSCI-STUDY-274A9CE4CF67","title":"DaBella 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.","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 13:00:55.889892+00","research_date":"2026-09-30","source_snapshot_sha256":"b7059bb0162b0e833d4d85110d2f0e38c110b3dc4043339e4ee27b01fb60aec8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"DaBella is a mixed fit for Full Roof Replacement on an aging roof. Four of seven platforms named DaBella during the ranking stage, with an average listed rank of 3.75 and a best rank of 3. The strongest reason to consider DaBella is its GAF Master Elite positioning and access to GAF's enhanced warranty pathway, including Golden Pledge coverage where eligibility and purchase terms are satisfied. The main limitation is that public evidence does not establish consistently reliable installation quality, project timelines, transparent pricing, or local reputation across DaBella's nationwide…","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"}}