{"citations":{"source_mix":{"company_owned":13,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":14},"total_sources":32,"unique_domain_count":14},"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":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"emergency same day ac repair","subject":"ARS / Rescue Rooter","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ARS / Rescue Rooter","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"ARS / Rescue Rooter","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"ARS / Rescue Rooter","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"ARS / Rescue Rooter","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/emergency-same-day-ac-repair/ars-rescue-rooter.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/emergency-same-day-ac-repair/ars-rescue-rooter","report_type":"fit_review","study_id":"HSCI-STUDY-E41030D993F1","title":"ARS / Rescue Rooter 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.","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 13:56:51.109053+00","research_date":"2026-09-30","source_snapshot_sha256":"3863d3f4f8fdd42809c0e29940ffdb6c397e5f7fc22310ce43cb99c44d446cba","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":7,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"ARS / Rescue Rooter is a mixed fit for emergency same-day AC repair. Three of the seven platforms in this study named it during the ranking stage, and it placed at an average listed rank of 3.0 (best rank 2). Its strongest case is advertised 24/7 emergency AC dispatch through local branches, with company pages stating technicians are standing by seven days a week (, -8). The main limitation is that no nationwide same-day arrival guarantee, published emergency diagnostic fee, or verified parts-on-hand policy was found, and independent reports show inconsistent pricing and appointment outcomes…","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"}}