{"citations":{"source_mix":{"company_owned":15,"independent":36,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":14},"total_sources":51,"unique_domain_count":24},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Monitored Home Security Companies Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"whole-home monitored security system","subject":"Vivint","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Vivint","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Vivint","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Vivint","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Vivint","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/whole-home-monitored-security/vivint.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/whole-home-monitored-security/vivint","report_type":"fit_review","study_id":"HSCI-STUDY-AC4655100C6F","title":"Vivint Review for whole-home monitored security system"},"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":"2026-09-30 12:53:12.130321+00","research_date":"2026-09-30","source_snapshot_sha256":"a1fbac13c8a97a34cdfa5cdf834460b040e5d61e334bd4e65c203e1103312f25","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":7,"ranking_unit":"Monitored home security company"},"schema_version":4,"summary":"Vivint is a good, but not unequivocally strong, fit for a whole-home monitored security system. Six of the seven platforms that evaluated fit named Vivint during ranking discovery, and it finished with an average listed rank of 2.0 and a best rank of 1. The strongest reason to consider it is the combination of professional installation, 24/7 professional monitoring, and an expandable equipment ecosystem that covers entry sensors, motion detection, cameras, and smart-home devices. The main limitation is pricing and commitment opacity: HomeProtect Pro and camera-heavy whole-home configurations…","target_buyer":"Homeowners who just purchased or moved into a house and want comprehensive, professionally monitored protection across doors, windows, and cameras.","topic":{"base_category":"Home Security and Smart Home Systems","category_criteria":["24/7 monitoring quality","equipment reliability","contract terms","customer service reputation","pricing transparency"],"geography":"United States","slug":"best-monitored-home-security-companies-overall","title":"Best Monitored Home Security Companies Overall","use_case":"whole-home monitored security system"}}