{"citations":{"source_mix":{"company_owned":32,"independent":0,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":8},"total_sources":34,"unique_domain_count":10},"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 HVAC Companies for Landlords and Rental Property Portfolios","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"landlord and rental portfolio service","subject":"Breasy","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Breasy","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Breasy","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Breasy","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Breasy","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Breasy","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/landlord-rental-portfolio-service/breasy.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/landlord-rental-portfolio-service/breasy","report_type":"fit_review","study_id":"HSCI-STUDY-08219712255B","title":"Breasy Review for Landlords and Rental Property Portfolios"},"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.","No deduplicated independent citation was supplied; clearly identify the evidence base as company-owned or platform-reported.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","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 01:18:27.82778+00","research_date":"2026-10-01","source_snapshot_sha256":"e1ace469b68600c45d75d164f04c0c9a05b401fc41dd059bb30e20c924e98967","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":7,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"Breasy is a good but conditional fit for landlord and rental portfolio service. Two of the seven platforms that evaluated fit named Breasy during the ranking stage — Anthropic (ranked 5th) and Kimi (ranked 7th) — giving it an average listed rank of 6.0 and a 28.6% share of included platform responses. The strongest reason to consider it is its portfolio-first workflow: one account, consolidated reporting, single invoicing, 48-hour quotes, and a stated five-business-day completion target for approved jobs (-6, -7, -5, -6). The main limitation is that Breasy is a general single-family-rental…","target_buyer":"A landlord or property manager overseeing multiple rental units who needs a dependable HVAC vendor for ongoing repairs and replacements across properties.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["multi-property service capacity","tenant scheduling flexibility","bulk pricing or account discounts","reliable turnaround for vacancy periods"],"geography":"United States","slug":"best-hvac-companies-for-landlords-and-rental-property-portfolios","title":"Best HVAC Companies for Landlords and Rental Property Portfolios","use_case":"landlord and rental portfolio service"}}