{"citations":{"source_mix":{"company_owned":24,"independent":3,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":3},"total_sources":27,"unique_domain_count":12},"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 Same Day AC Repair","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"emergency same day ac repair","subject":"Smart Home Air & Heat","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Smart Home Air & Heat","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":"Smart Home Air & Heat","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Smart Home Air & Heat","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Smart Home Air & Heat","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Smart Home Air & Heat","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/emergency-same-day-ac-repair/smart-home-air-heat.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/emergency-same-day-ac-repair/smart-home-air-heat","report_type":"fit_review","study_id":"HSCI-STUDY-0DA56F47953D","title":"Smart Home Air & Heat Review for Emergency Same Day AC 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.","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 14:01:46.960959+00","research_date":"2026-09-30","source_snapshot_sha256":"91161c44a98fcc6461fec2a0adf09e6185df45faa16877479779b5947f7d2419","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":7,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"Smart Home Air & Heat is a good fit for emergency same-day AC repair if the home sits inside its Orlando-area service zone, and a poor fit anywhere else. Two of the seven platforms named it during ranking discovery, and both placed it first, giving it an average listed rank of 1.0. The strongest reason to consider it is a published 90-minute arrival guarantee backed by a $200 repair credit, paired with a flat $89 diagnostic and advertised zero after-hours fees. The main limitation is geography: the company operates only in and around Orlando, Florida, and its own terms state response times…","target_buyer":"A homeowner whose air conditioning has stopped working during a summer heat wave and needs it fixed the same day.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["response speed","24/7 availability","emergency service pricing","technician availability","parts on hand"],"geography":"United States","slug":"best-hvac-companies-for-emergency-same-day-ac-repair","title":"Best HVAC Companies for Emergency Same Day AC Repair","use_case":"emergency same day ac repair"}}