{"citations":{"source_mix":{"company_owned":18,"independent":17,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":6},"total_sources":36,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-28","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Medical Alert Systems With Fall Detection","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-28","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"Automatic Fall Detection","subject":"Lively","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-28","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Lively","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-28","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lively","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-28","platform_support":["deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Lively","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Lively","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/automatic-fall-detection/lively.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/automatic-fall-detection/lively","report_type":"fit_review","study_id":"AIPI-STUDY-43B7598F0351","title":"Lively Review for Automatic Fall Detection"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Aging in Place Index cross-platform AI consensus analysis","platforms_included":["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":"2026-09-28 05:11:56.397433+00","research_date":"2026-09-28","source_snapshot_sha256":"fa2adba235a6a8a1d407de10f16e77e868f53d915b22adbbb7c07ea220ffe6ee","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":6,"ranking_unit":"System model and service provider"},"schema_version":4,"summary":"Lively is a good but not best-in-class fit for Automatic Fall Detection. Two of the six included platforms named Lively during the ranking stage, placing it at an average listed rank of 4.5 and a best listed rank of 4. The strongest reason to consider it is the Lively Mobile2 with Fall Detection: a mobile, monitored device that automatically contacts a 24/7 Urgent Response agent without a button press, with GPS, two-way voice, caregiver alerts, and no long-term contract . The main limitation is that Lively publishes no numerical fall-detection accuracy or false-alarm rate, requires the…","target_buyer":"Seniors at high risk of falling or caregivers prioritizing automated crisis response without manual button presses","topic":{"base_category":"Medical alert systems","category_criteria":["Fall-detection accuracy rate","false-alarm cancellation protocol","pendant comfort","response center speed","cellular coverage","battery life","monthly fees"],"geography":"United States","slug":"best-medical-alert-systems-with-fall-detection","title":"Best Medical Alert Systems With Fall Detection","use_case":"Automatic Fall Detection"}}