{"citations":{"source_mix":{"company_owned":13,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":5},"total_sources":26,"unique_domain_count":10},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Medical Alert Systems for Active Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-26","platform_support":["deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"On-the-Go & Active Mobility","subject":"Medical Alert Mobile System","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-26","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Medical Alert Mobile System","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-26","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Medical Alert Mobile System","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Medical Alert Mobile System","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-26","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Medical Alert Mobile System","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8.666666666666666,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Medical Alert Mobile System","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/on-the-go-active-mobility/medical-alert-mobile-system.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/on-the-go-active-mobility/medical-alert-mobile-system","report_type":"fit_review","study_id":"AIPI-STUDY-B29E9836279A","title":"Medical Alert Mobile System Review for Active 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":"2026-09-26 10:44:58.545796+00","research_date":"2026-09-26","source_snapshot_sha256":"7af554f2f03a3fab830a5fe468ef5bf22c1b73e7725cc3cc819a753aca5f7038","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":7,"ranking_unit":"Mobile device model and service provider"},"schema_version":4,"summary":"Medical Alert Mobile System is a good fit for active older adults who want a dedicated, portable emergency communicator for walking, driving, errands, and domestic travel within the United States, provided they stay in areas with adequate cellular coverage and can charge the device frequently. Three of seven platforms named it during the ranking stage (deepseek, kimi, perplexity), an average listed rank of 8.7 and best rank of 7. Its strongest case rests on GPS-assisted response, integrated two-way voice, and a stated battery life of up to four days. The main limitation is unverified…","target_buyer":"Active older adults who frequently travel, walk, drive, or spend extended time away from home","topic":{"base_category":"Medical alert systems","category_criteria":["Cellular network reliability","GPS location precision","two-way audio clarity","water resistance","device portability","battery life","monthly subscription cost"],"geography":"United States","slug":"best-medical-alert-systems-for-active-seniors","title":"Best Medical Alert Systems for Active Seniors","use_case":"On-the-Go & Active Mobility"}}