{"citations":{"source_mix":{"company_owned":16,"independent":19,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":10},"total_sources":39,"unique_domain_count":16},"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 In-Home Medical Alert Systems","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"In-Home Base Station Coverage","subject":"MobileHelp Classic","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MobileHelp Classic","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"MobileHelp Classic","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"MobileHelp Classic","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"MobileHelp Classic","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/in-home-base-station-coverage/mobilehelp-classic.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/in-home-base-station-coverage/mobilehelp-classic","report_type":"fit_review","study_id":"AIPI-STUDY-CA6B8642C0B0","title":"MobileHelp Classic Review for In-Home Base Station Coverage"},"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 13:55:47.4725+00","research_date":"2026-09-27","source_snapshot_sha256":"6a73b30d1ce237664904732841516d09db06795e9a0527f04685fbd47fc8bded","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":10,"ranking_unit":"In-home system model and service provider"},"schema_version":4,"summary":"MobileHelp Classic is a good fit for In-Home Base Station Coverage, not an outstanding one. All seven platforms that evaluated this use case named MobileHelp Classic during the ranking stage — a 100% mention rate — and it finished with an average listed rank of 4.0 and a best rank of 1. The strongest reason to consider it is the advertised 1,400-foot wearable range on the Classic Cellular variant, which is unusually broad for an in-home system and can cover a house, driveway, or yard when AT&T signal is dependable. The main limitation is that real-world range, speaker audibility, and…","target_buyer":"Seniors who spend most of their time at home and want reliable emergency response coverage throughout the house and yard","topic":{"base_category":"Medical alert systems","category_criteria":["Base station range","pendant range","landline/cellular setup options","two-way speaker clarity","backup battery life","fall-detection add-on cost","monitoring center reliability"],"geography":"United States","slug":"best-in-home-medical-alert-systems","title":"Best In-Home Medical Alert Systems","use_case":"In-Home Base Station Coverage"}}