{"citations":{"source_mix":{"company_owned":18,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":10},"total_sources":36,"unique_domain_count":18},"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 No-Contract Home Security Systems for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"Flexible Month-to-Month Home Security","subject":"Vivint","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Vivint","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Vivint","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Vivint","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Vivint","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8.333333333333334,"best_rank":8,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Vivint","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/home-safety/flexible-month-to-month-home-security/vivint.json","page_url":"https://aginginplaceindex.com/home-safety/flexible-month-to-month-home-security/vivint","report_type":"fit_review","study_id":"AIPI-STUDY-1A3F49C8D09D","title":"Vivint 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.","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 13:31:52.843323+00","research_date":"2026-09-27","source_snapshot_sha256":"f2f710c0cdd2466973119d81e15e1e078e54d6b006aeb1440d5e5b3c74c4414f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":9,"ranking_unit":"Security system package and service provider"},"schema_version":4,"summary":"Vivint is a mixed-to-good fit for Flexible Month-to-Month Home Security, not a clean win. Three of seven platforms named Vivint during the ranking stage (anthropic, deepseek, perplexity), with an average listed rank of 8.3 and a best rank of 8. The strongest reason to consider it: Vivint publicly offers a genuine month-to-month monitoring path when HomeProtect equipment is purchased upfront, paired with professional installation and 24/7 monitoring. The main limitation: that path costs more upfront ($349.99 equipment plus roughly $199 installation) and the no-contract monthly rate ($29.99)…","target_buyer":"Seniors and families who want monitored home protection without long-term agreements or difficult cancellation policies","topic":{"base_category":"Home safety","category_criteria":["Month-to-month pricing","cancellation flexibility","equipment ownership","monitoring cost","setup requirements","customer support quality","false-alarm handling"],"geography":"United States","slug":"best-no-contract-home-security-systems-for-seniors","title":"Best No-Contract Home Security Systems for Seniors","use_case":"Flexible Month-to-Month Home Security"}}