{"citations":{"source_mix":{"company_owned":31,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":12},"total_sources":44,"unique_domain_count":20},"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 Emergency No Heat Furnace Repair","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"emergency no heat furnace repair","subject":"Carrier Factory Authorized Dealer","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Carrier Factory Authorized Dealer","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Carrier Factory Authorized Dealer","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Carrier Factory Authorized Dealer","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Carrier Factory Authorized Dealer","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Carrier Factory Authorized Dealer","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/emergency-no-heat-furnace-repair/carrier-factory-authorized-dealer.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/emergency-no-heat-furnace-repair/carrier-factory-authorized-dealer","report_type":"fit_review","study_id":"HSCI-STUDY-61D47B3FBD72","title":"Carrier Factory Authorized Dealer Review for Emergency No Heat Furnace Repair"},"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 15:05:29.34379+00","research_date":"2026-09-30","source_snapshot_sha256":"be4cef8269f1dd2a1a614ce011272576dd553d68783bdd33e048b77bfa940fbf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":9,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"Carrier Factory Authorized Dealer is a good but location-dependent fit for Emergency No Heat Furnace Repair. Three of seven platforms named it during the ranking stage, with an average listed rank of 5.3 and a best rank of 3. The strongest reason to consider it is factory-trained technicians with access to genuine Carrier parts and warranty support for Carrier equipment (openai:carrierauthorizeddealers, openai:carrierparts). The main limitation is that Carrier publishes no network-wide 24/7 response guarantee, no standardized after-hours pricing, and no verified parts-stocking requirement,…","target_buyer":"A homeowner whose furnace has stopped working during a freezing winter cold snap and needs heat restored urgently.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["winter emergency response time","furnace parts availability","pipe freeze prevention expertise","after-hours pricing"],"geography":"United States","slug":"best-hvac-companies-for-emergency-no-heat-furnace-repair","title":"Best HVAC Companies for Emergency No Heat Furnace Repair","use_case":"emergency no heat furnace repair"}}