{"citations":{"source_mix":{"company_owned":27,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":6},"total_sources":31,"unique_domain_count":7},"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":["anthropic","deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"HOA gated community shared security","subject":"AT&I Systems","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AT&I Systems","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"AT&I Systems","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"AT&I Systems","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.666666666666667,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"AT&I Systems","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/hoa-gated-community-security/at-i-systems.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/hoa-gated-community-security/at-i-systems","report_type":"fit_review","study_id":"HSCI-STUDY-1D4FA829A80D","title":"AT&I Systems 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 04:56:32.65518+00","research_date":"2026-10-01","source_snapshot_sha256":"b7cc7969351afd8a9e4c94ede2ccd4776469758181a6ec5c7fcc9f7f781126e0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Community security integrator"},"schema_version":4,"summary":"AT&I Systems is a good fit for HOA gated community shared security, according to five of the seven AI platforms that evaluated it for this use case; two platforms rated the fit uncertain. Three of the seven platforms named AT&I Systems during the ranking stage, where it averaged rank 5.67 and achieved a best rank of 4. The strongest reason to consider it is a purpose-built community-access offering that combines gate entry, telephone entry, license-plate recognition, visitor management, and cloud-managed video through the Avigilon ALTA platform, backed by company claims of more than 800 HOAs…","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"}}