{"citations":{"source_mix":{"company_owned":25,"independent":29,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":44,"partial":13},"total_sources":57,"unique_domain_count":27},"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":["deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"HOA gated community shared security","subject":"Brivo","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Brivo","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Brivo","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Brivo","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Brivo","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Brivo","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/hoa-gated-community-security/brivo.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/hoa-gated-community-security/brivo","report_type":"fit_review","study_id":"HSCI-STUDY-E09212945E3B","title":"Brivo 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.","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 04:48:54.601542+00","research_date":"2026-10-01","source_snapshot_sha256":"c60c857ef133ec6d05f206a94a8586b056eeabfd43d531d45f17537ff6f7973b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Community security integrator"},"schema_version":4,"summary":"Brivo is a good, but not automatic, fit for HOA gated community shared security. Four of the seven included platforms named Brivo during the ranking stage, with an average listed rank of 3.0 and a best rank of 1. Its strongest case is a medium-to-large or multi-site association that wants centralized gate, amenity, common-area video, visitor, vendor, and optional unit-level credential management in one cloud platform. The main limitation is quote-based, reseller-dependent pricing with no published HOA-specific cost-sharing or resident-billing model, plus unresolved questions about existing…","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"}}