{"citations":{"source_mix":{"company_owned":26,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":3},"total_sources":39,"unique_domain_count":15},"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 Flat and Low Slope Roofing Contractors for Commercial Buildings","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"Flat and low slope commercial roofing","subject":"Baker Roofing Company","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Baker Roofing Company","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Baker Roofing Company","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":"good","subject":"Baker Roofing Company","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Baker Roofing Company","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.6,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Baker Roofing Company","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/flat-low-slope-commercial-roofing/baker-roofing-company.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/flat-low-slope-commercial-roofing/baker-roofing-company","report_type":"fit_review","study_id":"HSCI-STUDY-A8AEE2985327","title":"Baker Roofing Company Review for Commercial Buildings"},"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.","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 20:15:48.2095+00","research_date":"2026-09-30","source_snapshot_sha256":"e92df900e2b6114652d1b033417795636ba79615525cb6c71f69b480c942b2eb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":9,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Baker Roofing Company is a good fit for flat and low-slope commercial roofing when the building sits inside its Southeast and Mid-Atlantic service footprint and the owner values broad membrane capability, manufacturer-backed warranty options, and a large contractor with commercial project capacity. Five of the seven platforms in this study named Baker during the ranking stage, with an average listed rank of 4.6 and a best rank of 4. The strongest reason to consider it is its combination of published low-slope system range (TPO, EPDM, modified bitumen, BUR, PVC, coatings) with…","target_buyer":"A commercial property owner or manager who needs a flat or low-slope roof system installed or replaced on a business building.","topic":{"base_category":"Roofing Services","category_criteria":["commercial roofing systems expertise (TPO","EPDM","modified bitumen)","project management for large buildings","code compliance","warranty coverage","minimal business disruption"],"geography":"United States","slug":"best-flat-and-low-slope-roofing-contractors-for-commercial-buildings","title":"Best Flat and Low Slope Roofing Contractors for Commercial Buildings","use_case":"Flat and low slope commercial roofing"}}