{"citations":{"source_mix":{"company_owned":28,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":7},"total_sources":45,"unique_domain_count":17},"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 Full System Replacement","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"full central system replacement","subject":"The Home Depot","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"The Home Depot","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"good","subject":"The Home Depot","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"The Home Depot","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"The Home Depot","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/full-system-replacement/the-home-depot.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/full-system-replacement/the-home-depot","report_type":"fit_review","study_id":"HSCI-STUDY-CDE020D650DB","title":"The Home Depot Review for Full System Replacement"},"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 13:06:23.088602+00","research_date":"2026-09-30","source_snapshot_sha256":"3b8784af154108517392d3f84965a1c40311a68b1cae825a2a92c7dddf2c7aa5","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":9,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"The Home Depot is a qualified but mixed-fit option for full central system replacement. Two of seven platforms named it during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of 4.5, and a best listed rank of 4. Its strongest advantage is a single retail point of contact that bundles a free in-home assessment, load-calculation language, financing, a one-year labor warranty or first-year performance remedy, and a written like-for-like price-match process. The main limitation is that installation is performed by independent local authorized…","target_buyer":"A homeowner whose central heating and cooling system is over 10 years old and failing or nearing end of life and needs a complete new system installed.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["installation quality","system sizing accuracy","warranty coverage","pricing transparency","brand equipment options"],"geography":"United States","slug":"best-hvac-companies-for-full-system-replacement","title":"Best HVAC Companies for Full System Replacement","use_case":"full central system replacement"}}