{"citations":{"source_mix":{"company_owned":22,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":7},"total_sources":46,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-24","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Medical Alert Systems for Seniors Living Alone","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-24","platform_support":["anthropic","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Living Alone & Solo Aging","subject":"MobileHelp","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-24","platform_support":["anthropic","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MobileHelp","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-24","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"MobileHelp","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-24","platform_support":["openai","anthropic","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"MobileHelp","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-24","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"MobileHelp","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.8,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"MobileHelp","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/living-alone-solo-aging/mobilehelp.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/living-alone-solo-aging/mobilehelp","report_type":"fit_review","study_id":"AIPI-STUDY-68459C251B9D","title":"MobileHelp for Living Alone & Solo Aging: AI Consensus Fit Review"},"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":"2026-09-24 08:23:50.5128+00","research_date":"2026-09-24","source_snapshot_sha256":"e6b869b50d40e39655e84022b9d157bbf2dde6ce27aa45bd9cf4ac1726ad8ed5","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":17,"qualified_finalists":10,"ranking_unit":"System model and service provider"},"schema_version":4,"summary":"MobileHelp is a good, not best-in-class, fit for Living Alone & Solo Aging. Five of seven platforms named MobileHelp during the ranking stage, a 71% share of included platform responses, with an average listed rank of 3.8 and a best rank of 3. The strongest reason to consider it is the Classic cellular in-home system: no landline required, an advertised 1,400-foot range, optional fall detection, and comparatively moderate recurring cost with no equipment or activation fee on the current official offer page. The main limitation is uncertainty: conflicting published prices, inconsistent…","target_buyer":"Older adults living alone or adult children seeking remote emergency protection for a solo-aging parent","topic":{"base_category":"Medical alert systems","category_criteria":["Response time","fall detection accuracy","mobile and in-home range","caregiver app capabilities","battery life","pricing transparency","contract terms"],"geography":"United States","slug":"best-medical-alert-systems-for-seniors-living-alone","title":"Best Medical Alert Systems for Seniors Living Alone","use_case":"Living Alone & Solo Aging"}}