{"citations":{"source_mix":{"company_owned":30,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":45,"partial":6},"total_sources":51,"unique_domain_count":24},"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 Security Systems for HOA and Gated Communities and Multi-Unit Condo Buildings","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"HOA gated community shared security","subject":"LiftMaster / Chamberlain Group","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"LiftMaster / Chamberlain Group","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"LiftMaster / Chamberlain Group","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"LiftMaster / Chamberlain Group","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"LiftMaster / Chamberlain Group","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"LiftMaster / Chamberlain Group","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/hoa-gated-community-security/liftmaster-chamberlain-group.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/hoa-gated-community-security/liftmaster-chamberlain-group","report_type":"fit_review","study_id":"HSCI-STUDY-E607A86FA1F7","title":"LiftMaster / Chamberlain Group Review for HOA and Gated Communities and Multi-Unit Condo Buildings"},"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 05:00:16.874328+00","research_date":"2026-10-01","source_snapshot_sha256":"4ca745f676ac4786b0c4eb3226fbd58404091f9aaf336c62b9a2a8de70a54f1a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Community security integrator"},"schema_version":4,"summary":"LiftMaster / Chamberlain Group is a mixed fit for HOA gated community shared security. Two of seven platforms named it during ranking discovery, and it finished with an average listed rank of 2.5 (best rank 2). Its strongest case is gate, door, and amenity access control through CAPXLV2/CAPXM Smart Video Intercoms with the myQ Community platform, including resident mobile credentials, virtual guest passes, and centralized administration. The main limitation is that entrance-intercom cameras are not a documented, general-purpose common-area camera or VMS solution, and no public U.S. price…","target_buyer":"HOA boards and condo associations managing shared community infrastructure who need gate access control and common-area camera coverage alongside individual unit security.","topic":{"base_category":"Home Security and Smart Home Systems","category_criteria":["community-wide access control","common area camera coverage","integration with individual unit systems","vendor management for large communities","cost-sharing and billing structure"],"geography":"United States","slug":"best-security-systems-for-hoa-and-gated-communities-and-multi-unit-condo-buildings","title":"Best Security Systems for HOA and Gated Communities and Multi-Unit Condo Buildings","use_case":"HOA gated community shared security"}}