{"citations":{"source_mix":{"company_owned":15,"independent":15,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":7},"total_sources":32,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Smart Water Leak Detection and Automatic Shutoff Systems","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"smart water leak detection and shutoff","subject":"Aqara Smart Valve Controller T1","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Aqara Smart Valve Controller T1","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Aqara Smart Valve Controller T1","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Aqara Smart Valve Controller T1","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Aqara Smart Valve Controller T1","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Aqara Smart Valve Controller T1","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/water-leak-detection-shutoff/aqara-smart-valve-controller-t1.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/water-leak-detection-shutoff/aqara-smart-valve-controller-t1","report_type":"fit_review","study_id":"HSCI-STUDY-0F117AAADFD8","title":"Aqara Smart Valve Controller T1 Review for smart water leak detection and shutoff"},"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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Services Consensus Index cross-platform AI consensus analysis","platforms_included":["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 07:51:44.997805+00","research_date":"2026-10-01","source_snapshot_sha256":"71cb4d8308872bb31027887105a76bc056c9f41c551c139d420c24c1897fbb6c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":9,"ranking_unit":"Smart water leak detection and shutoff brand"},"schema_version":4,"summary":"The Aqara Smart Valve Controller T1 is a mixed fit for smart water leak detection and shutoff. Two of the six included platforms named it during the ranking stage, and those two placed it at rank 6. Its strongest case is as a low-cost DIY retrofit actuator that can close a compatible, accessible quarter-turn valve when paired with separate Aqara leak sensors and a hub . The main limitation is that it is not a leak detector or a complete system: it ships without sensors, requires an Aqara hub, works only on specified lever or butterfly valves, and has no independently verified shutoff…","target_buyer":"Homeowners worried about costly water damage, especially those with prior leak incidents or high insurance deductibles, who want automatic leak detection and shutoff.","topic":{"base_category":"Home Security and Smart Home Systems","category_criteria":["leak detection accuracy","automatic shutoff reliability","installation complexity","insurance partnership discounts","app alerting and remote control"],"geography":"United States","slug":"best-smart-water-leak-detection-and-automatic-shutoff-systems","title":"Best Smart Water Leak Detection and Automatic Shutoff Systems","use_case":"smart water leak detection and shutoff"}}