{"citations":{"source_mix":{"company_owned":30,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":5},"total_sources":38,"unique_domain_count":7},"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 Medical Alert Systems for Dementia and Wandering","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"Dementia & Wandering Risk Management","subject":"AngelSense","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AngelSense","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"AngelSense","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"AngelSense","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"AngelSense","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/dementia-wandering-risk-management/angelsense.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/dementia-wandering-risk-management/angelsense","report_type":"fit_review","study_id":"AIPI-STUDY-CCB2C454622A","title":"AngelSense Review for Dementia and Wandering"},"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":"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 18:44:31.131178+00","research_date":"2026-09-27","source_snapshot_sha256":"9cb9c1f692746524f69e989765d9177e6e883d81e330e5353982ede535ba6989","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":9,"ranking_unit":"GPS-enabled system model and service provider"},"schema_version":4,"summary":"AngelSense is a good fit for Dementia and Wandering risk management when the primary need is caregiver-led GPS tracking, geofencing, location history, and remote voice communication rather than professionally monitored emergency response. Three of seven platforms named AngelSense during the ranking stage (google, grok, openai), and it ranked first on Google and Grok and second on OpenAI, with an average listed rank of 1.33. The strongest reason to consider it is its combination of non-removable wearing options, unlimited geofences, and auto-answer voice features designed for people who…","target_buyer":"Caregivers supporting seniors with dementia, Alzheimer's, or cognitive decline who may wander or become disoriented","topic":{"base_category":"Medical alert systems","category_criteria":["GPS precision","geofencing alerts","caregiver app quality","wearable comfort","emergency call escalation","battery life","waterproofing","location refresh rate"],"geography":"United States","slug":"best-medical-alert-systems-for-dementia-and-wandering","title":"Best Medical Alert Systems for Dementia and Wandering","use_case":"Dementia & Wandering Risk Management"}}