{"buyer_scenarios":[{"fit":"best_suited","scenario":"Homeowners in Western Washington needing boiler repair, maintenance, or radiant installation (, -5)."},{"fit":"best_suited","scenario":"Owners of older homes with hydronic systems needing diagnosis of complex, multi-zone, or air-bound problems (, -5)."},{"fit":"best_suited","scenario":"New-construction and remodel projects requiring radiant design, manifold layout, and commissioning ."},{"fit":"best_suited","scenario":"Nationwide DIYers who can manage installation and want a custom-engineered, preassembled kit with phone support ."},{"fit":"not_best_suited","scenario":"Homeowners outside Janes Radiant's professional service territory who need onsite installation or emergency repair ."},{"fit":"not_best_suited","scenario":"Buyers seeking transparent online pricing before a consultation ."},{"fit":"not_best_suited","scenario":"Homeowners who want a general HVAC contractor focused primarily on forced-air systems ."},{"fit":"not_best_suited","scenario":"Projects where the homeowner does not want to coordinate permits, licensed trades, boiler startup, or other local-code requirements for a DIY installation ."}],"citations":{"source_mix":{"company_owned":35,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":0},"total_sources":40,"unique_domain_count":13},"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 Boiler and Radiant Heating Installation and Repair","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":"boiler and radiant heating service","subject":"Janes Radiant Heating","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":"Janes Radiant Heating","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Janes Radiant Heating","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Janes Radiant Heating","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Janes Radiant Heating","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Janes Radiant Heating","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.2857142857142858,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Janes Radiant Heating","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/hvac-installation-and-repair/boiler-radiant-heating/janes-radiant-heating.json","page_url":"https://homeservicesconsensusindex.com/hvac-installation-and-repair/boiler-radiant-heating/janes-radiant-heating","report_type":"fit_review","study_id":"HSCI-STUDY-7338CCB70252","title":"Janes Radiant Heating Review for Boiler and Radiant Heating Installation and 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.","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.","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 05:35:03.290652+00","research_date":"2026-10-01","source_snapshot_sha256":"d5ca00a3a9ef2343792a08b39d5a1b00e2c79670866b8d38050b4741645ba59b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":7,"ranking_unit":"HVAC contractor or company brand"},"schema_version":4,"summary":"Janes Radiant Heating is a good fit for boiler and radiant heating service if the property sits inside its Western Washington and Puget Sound service territory, or if the buyer is a hands-on homeowner elsewhere who wants a custom DIY hydronic kit. All 7 included platforms named the company during the ranking stage — 100% of included platform responses — at an average listed rank of 1.29 and a best rank of 1. The strongest reason to consider it is genuine hydronic specialization: boiler repair, radiant design and installation, and troubleshooting of pumps, valves, manifolds, and controls…","target_buyer":"A homeowner with a boiler-based or radiant heating system, common in older homes, who needs installation, replacement, or repair rather than forced-air service.","topic":{"base_category":"HVAC Installation and Repair","category_criteria":["boiler system expertise","radiant heat installation skill","hydronic system troubleshooting","regional climate experience"],"geography":"United States","slug":"best-hvac-companies-for-boiler-and-radiant-heating-installation-and-repair","title":"Best HVAC Companies for Boiler and Radiant Heating Installation and Repair","use_case":"boiler and radiant heating service"}}