{"citations":{"source_mix":{"company_owned":11,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":13},"total_sources":32,"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 Medical Alert Systems With Caregiver Apps","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":"Caregiver App & Family Alerts","subject":"MobileHelp Connect","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MobileHelp Connect","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"MobileHelp Connect","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"MobileHelp Connect","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"MobileHelp Connect","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"MobileHelp Connect","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/caregiver-app-family-alerts/mobilehelp-connect.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/caregiver-app-family-alerts/mobilehelp-connect","report_type":"fit_review","study_id":"AIPI-STUDY-AB9BBF80742F","title":"MobileHelp Connect Review for Caregiver App & Family Alerts"},"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 09:22:27.643406+00","research_date":"2026-09-27","source_snapshot_sha256":"10ddcf84cae18977b08617e5a2234cd65f3f193bae33f50d478c4f827d80d247","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":8,"ranking_unit":"System model and service provider"},"schema_version":4,"summary":"MobileHelp Connect is a good, but not fully verified, fit for caregiver app and family alerts. Three of seven platforms named it during ranking discovery (google, grok, openai), an average listed rank of 5.33 and a best rank of 4. The strongest reason to consider it is that standard Connect features — system-status, non-emergency, and emergency alerts plus 30 monthly location requests — are advertised as included with a MobileHelp subscription . The main limitation is that public documentation does not verify push-alert latency, multi-caregiver permission granularity, or privacy controls,…","target_buyer":"Adult children and family caregivers who want real-time status updates, emergency notifications, and shared monitoring access","topic":{"base_category":"Medical alert systems","category_criteria":["Caregiver app usability","real-time push alerts","location sharing","emergency escalation options","multi-contact permissions","subscription cost","privacy controls"],"geography":"United States","slug":"best-medical-alert-systems-with-caregiver-apps","title":"Best Medical Alert Systems With Caregiver Apps","use_case":"Caregiver App & Family Alerts"}}