{"citations":{"source_mix":{"company_owned":18,"independent":23,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":10},"total_sources":42,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Professionally Installed Home Security Systems for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Full-Service Security Installation","subject":"Vector Security","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Vector Security","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","deepseek","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Vector Security","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Vector Security","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Vector Security","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/home-safety/full-service-security-installation/vector-security.json","page_url":"https://aginginplaceindex.com/home-safety/full-service-security-installation/vector-security","report_type":"fit_review","study_id":"AIPI-STUDY-0286F29B12A9","title":"Vector Security Review for Seniors"},"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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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":"Aging in Place 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":"2026-09-27 12:03:41.158497+00","research_date":"2026-09-27","source_snapshot_sha256":"165c1cc8d56276db40a6748780baae332f47407825336cd05c1f0c0c0c8bb15b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":8,"ranking_unit":"Professionally installed security system and service provider"},"schema_version":4,"summary":"Vector Security is a good fit for Seniors who want a technician-installed, professionally monitored home security system with setup assistance and 24/7 monitoring, provided the local branch can demonstrate a simple panel and reliable support. Two of the seven platforms in this study named Vector Security during the ranking stage, and it finished sixth overall with an average listed rank of 6.5 and a best rank of 4. The strongest reason to consider it is its combination of professional installation, in-house 24/7 monitoring, and optional medical-alert, fire, carbon-monoxide, and environmental…","target_buyer":"Seniors who prefer a technician-installed security system with setup assistance, training, and ongoing professional monitoring","topic":{"base_category":"Home safety","category_criteria":["Installation quality","technician availability","control panel simplicity","24/7 monitoring reliability","emergency response protocols","equipment range","contract terms"],"geography":"United States","slug":"best-professionally-installed-home-security-systems-for-seniors","title":"Best Professionally Installed Home Security Systems for Seniors","use_case":"Full-Service Security Installation"}}