{"citations":{"source_mix":{"company_owned":34,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":5},"total_sources":47,"unique_domain_count":18},"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 Security Systems for Small Businesses and Retail","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"commercial security for small business retail","subject":"Verkada","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Verkada","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Verkada","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Verkada","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.75,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Verkada","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-security-and-smart-home-systems/small-business-retail-security/verkada.json","page_url":"https://homeservicesconsensusindex.com/home-security-and-smart-home-systems/small-business-retail-security/verkada","report_type":"fit_review","study_id":"HSCI-STUDY-51D487A1479F","title":"Verkada Review for Small Businesses and Retail"},"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":"2026-09-30 21:55:37.48689+00","research_date":"2026-09-30","source_snapshot_sha256":"71bc719062f6207fdb569a4a480a3e71ace0541d1034b96e38d9909aa0e9c1c3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Commercial security system provider"},"schema_version":4,"summary":"Verkada is a good fit for small business retail buyers who need unified cloud video, employee access control, retail loss-prevention workflows, and professionally monitored after-hours alarms in one platform. Four of seven platforms named Verkada during the ranking stage, a 57% share of included platform responses, with an average listed rank of 4.75 and a best rank of 1. The strongest reason to consider it is the combination of Command multi-site management, AC62 access control, and Helix POS-linked video investigation. The main limitation is commercial transparency: full bundle pricing,…","target_buyer":"Small business and retail owners who need commercial-grade monitoring, employee access control, and loss prevention beyond a residential alarm.","topic":{"base_category":"Home Security and Smart Home Systems","category_criteria":["commercial monitoring SLAs","employee access control","loss prevention integration","scalability","after-hours monitoring"],"geography":"United States","slug":"best-security-systems-for-small-businesses-and-retail","title":"Best Security Systems for Small Businesses and Retail","use_case":"commercial security for small business retail"}}