{"citations":{"source_mix":{"company_owned":25,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":4},"total_sources":30,"unique_domain_count":8},"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":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"emergency no heat furnace repair","subject":"Horizon Services","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Horizon Services","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Horizon Services","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Horizon Services","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":"Horizon Services","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Horizon Services","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/emergency-no-heat-furnace-repair/horizon-services.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/emergency-no-heat-furnace-repair/horizon-services","report_type":"fit_review","study_id":"HSCI-STUDY-EFF3B863732F","title":"Horizon Services 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 15:16:25.463813+00","research_date":"2026-09-30","source_snapshot_sha256":"05c5236552a7a16ea5f93b3c84b0435ab27edf99de105b4f3cd7fbd108b597ec","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":9,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"Horizon Services is a good — not unequivocally strong — fit for emergency no-heat furnace repair in Delaware, Pennsylvania, Maryland, and New Jersey. Two of the seven platforms in this study named Horizon Services during the ranking stage (google, perplexity), and it ranked as high as No. 1. The strongest reason to consider it: advertised 24/7 emergency heating dispatch, same-day service, no company-stated emergency surcharge, and more than 300 stocked service vehicles (-21, ). The main limitation: no published guaranteed arrival window, no public repair price schedule, and no documented…","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"}}