{"citations":{"source_mix":{"company_owned":97,"independent":39,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":100,"partial":21},"total_sources":136,"unique_domain_count":44},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best HVAC Companies for Storm and Insurance Damage Replacement Claims","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"storm and insurance damage replacement","subject":"SERVPRO","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"SERVPRO","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"storm and insurance damage replacement","subject":"BELFOR Property Restoration","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"BELFOR Property Restoration","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"storm and insurance damage replacement","subject":"ServiceMaster Restore","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"ServiceMaster Restore","unit":"platforms","value":2},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"storm and insurance damage replacement","subject":"Paul Davis Restoration","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"Paul Davis Restoration","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.3333333333333335,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"SERVPRO","platform_mentions":3,"platform_share":0.6},{"average_rank":3.5,"best_rank":3,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"BELFOR Property Restoration","platform_mentions":2,"platform_share":0.4},{"average_rank":3.5,"best_rank":3,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"ServiceMaster Restore","platform_mentions":2,"platform_share":0.4},{"average_rank":6.5,"best_rank":5,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Paul Davis Restoration","platform_mentions":2,"platform_share":0.4}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/storm-insurance-damage-replacement.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/storm-insurance-damage-replacement","report_type":"best_of_index","study_id":"HSCI-STUDY-917C3C543B32","title":"Best HVAC Companies for Storm and Insurance Damage Replacement Claims (2026)"},"limitations":["Exactly 5 platforms were included in this run: openai, anthropic, deepseek, perplexity, kimi. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":5,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Services Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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 07:08:02.238641+00","research_date":"2026-10-01","source_snapshot_sha256":"92389e22932c17be009cc7a50474e1f8b826eed3f0d5df5f5d770de0ae29d52f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":4,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"SERVPRO is the consensus leader for storm and insurance damage replacement in this 5-platform AI study, named by 3 of 5 platforms (60.0%) at an average listed position of 2.33 and a best position of 2. BELFOR Property Restoration, ServiceMaster Restore, and Paul Davis Restoration follow, each named by 2 platforms (40.0%). The strongest alternatives for distinct buyer needs are BELFOR for large or complex losses where HVAC damage sits inside a broader restoration project, ServiceMaster Restore for combined storm, flood, fire, or structural damage requiring emergency mitigation and…","target_buyer":"A homeowner whose HVAC system was damaged by a storm, flood, or fire and who is filing an insurance claim to cover replacement.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["insurance claim documentation experience","direct insurer billing capability","damage assessment thoroughness","fast turnaround for displaced homeowners"],"geography":"United States","slug":"best-hvac-companies-for-storm-and-insurance-damage-replacement-claims","title":"Best HVAC Companies for Storm and Insurance Damage Replacement Claims","use_case":"storm and insurance damage replacement"}}