{"citations":{"source_mix":{"company_owned":22,"independent":26,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":7},"total_sources":49,"unique_domain_count":22},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best National HVAC Franchise Brands with Standardized Warranty Backed Installs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"national franchise warranty backed installs","subject":"One Hour Heating & Air Conditioning","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"One Hour Heating & Air Conditioning","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"One Hour Heating & Air Conditioning","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"One Hour Heating & Air Conditioning","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"One Hour Heating & Air Conditioning","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5714285714285714,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"One Hour Heating & Air Conditioning","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/national-franchise-warranty-backed-installs/one-hour-heating-air-conditioning.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/national-franchise-warranty-backed-installs/one-hour-heating-air-conditioning","report_type":"fit_review","study_id":"HSCI-STUDY-E46C64C01947","title":"One Hour Heating & Air Conditioning Review for national franchise warranty backed installs"},"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":"2026-10-01 04:14:23.670027+00","research_date":"2026-10-01","source_snapshot_sha256":"cc620e0a1c61bc4b0325dcc36fdfd98b020cc5acfe7bd2cb2dee48cd5b9f725a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":28,"qualified_finalists":3,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"One Hour Heating & Air Conditioning is a good, but not fully uniform, fit for a homeowner who wants a recognizable national HVAC franchise with written warranty language and a formal satisfaction-accountability program for national franchise warranty backed installs. All seven platforms named it during the ranking stage, and it finished first overall with an average listed rank of 1.57. The strongest reason to consider it is the combination of a published two-year materials, labor, and craftsmanship guarantee, the UWIN satisfaction program, and an on-time guarantee across a 400-plus location…","target_buyer":"A homeowner who specifically wants the consistency, accountability, and warranty backing of a recognized national HVAC franchise brand over a local independent.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["brand consistency across locations","warranty terms and backing","customer service standardization","nationwide availability"],"geography":"United States","slug":"best-national-hvac-franchise-brands-with-standardized-warranty-backed-installs","title":"Best National HVAC Franchise Brands with Standardized Warranty Backed Installs","use_case":"national franchise warranty backed installs"}}