{"citations":{"source_mix":{"company_owned":20,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":0},"total_sources":28,"unique_domain_count":10},"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 HVAC Companies for New Home Construction","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"new home construction hvac","subject":"Rogers & Sons","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Rogers & Sons","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":"strong","subject":"Rogers & Sons","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Rogers & Sons","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":"Rogers & Sons","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Rogers & Sons","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/new-home-construction-hvac/rogers-sons.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/new-home-construction-hvac/rogers-sons","report_type":"fit_review","study_id":"HSCI-STUDY-513D19E9E497","title":"Rogers & Sons Review for New Home Construction"},"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 21:21:00.711365+00","research_date":"2026-09-30","source_snapshot_sha256":"16c07339de698f58a33c42b70fe5928f1b01727518bdcdfafcd381e1d1e96d10","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":4,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"Rogers & Sons is a good, not conclusively proven, fit for New Home Construction HVAC in the Denver metro area. Two of seven platforms named it during the ranking stage, at an average listed rank of 5.0 and a best rank of 4. Its strongest case is an explicitly marketed new-construction design/build service with load calculations, CAD/Revit coordination, in-house duct fabrication, and builder/architect collaboration. The main limitation is that nearly all supporting evidence is company-authored: no public pricing, contract terms, or independently verified load-calculation and commissioning…","target_buyer":"A home builder or homeowner building a new house who needs the HVAC system designed and installed from scratch as part of construction.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["new construction design collaboration","builder relationship experience","code compliance","load calculation accuracy"],"geography":"United States","slug":"best-hvac-companies-for-new-home-construction","title":"Best HVAC Companies for New Home Construction","use_case":"new home construction hvac"}}