{"citations":{"source_mix":{"company_owned":16,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":3},"total_sources":28,"unique_domain_count":9},"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","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"On-the-Go & Active Mobility","subject":"MobileHelp Elite","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","deepseek","google","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MobileHelp Elite","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-26","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"MobileHelp Elite","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-26","platform_support":["openai","anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"MobileHelp Elite","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-26","platform_support":["perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"MobileHelp Elite","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.2,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"MobileHelp Elite","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/on-the-go-active-mobility/mobilehelp-elite.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/on-the-go-active-mobility/mobilehelp-elite","report_type":"fit_review","study_id":"AIPI-STUDY-A8CFE7EB5080","title":"MobileHelp Elite 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.","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":"2026-09-26 10:43:12.499136+00","research_date":"2026-09-26","source_snapshot_sha256":"5fbf53e3e4faba5bce1e4e6d6147942f683619836343d3c1a2f7627ce585ef62","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":7,"ranking_unit":"Mobile device model and service provider"},"schema_version":4,"summary":"MobileHelp Elite is a good fit for active older adults who want a dedicated, wearable emergency-alert device for walking, driving, travel, and time away from home. Five of seven platforms named it during ranking discovery, with an average listed rank of 6.2 and a best rank of 3. Its strongest advantage is a portable AT&T 4G LTE device with GPS/Wi-Fi-assisted location, two-way communication, water resistance, and up to six days of stated battery life. The main limitation is verification: no independent, Elite-specific testing was located for GPS precision, audio clarity, or real-world battery…","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"}}