{"citations":{"source_mix":{"company_owned":21,"independent":22,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":10},"total_sources":44,"unique_domain_count":17},"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":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"On-the-Go & Active Mobility","subject":"Medical Guardian MGMini","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Medical Guardian MGMini","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-26","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Medical Guardian MGMini","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-26","platform_support":["openai","anthropic","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Medical Guardian MGMini","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-26","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Medical Guardian MGMini","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5714285714285716,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Medical Guardian MGMini","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/on-the-go-active-mobility/medical-guardian-mgmini.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/on-the-go-active-mobility/medical-guardian-mgmini","report_type":"fit_review","study_id":"AIPI-STUDY-3354B947001B","title":"Medical Guardian MGMini 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 10:39:44.474916+00","research_date":"2026-09-26","source_snapshot_sha256":"f799efbf3fbb3f3bdb713d483d104a61d75745e4aac70ae658dce49cb7075e7e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":7,"ranking_unit":"Mobile device model and service provider"},"schema_version":4,"summary":"Medical Guardian MGMini is a good fit for active older adults who travel, walk, drive, or spend extended time away from home. All seven platforms that named it in the ranking stage included it, giving it a 100% share of included platform responses, an average listed rank of 2.57, and a best rank of 1. The strongest reason to consider it is its combination of a compact wearable form factor, GPS/Wi-Fi/cellular location support, IP67 shower resistance, and a claimed multi-day battery. The main limitation is uncertainty: current pricing, contract terms, GPS accuracy guarantees, and automatic…","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"}}