{"citations":{"source_mix":{"company_owned":11,"independent":20,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":18},"total_sources":34,"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":"Lively Mobile2","unit":"rank","value":3},{"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":"Lively Mobile2","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-26","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Lively Mobile2","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-26","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lively Mobile2","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":"Lively Mobile2","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-26","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Lively Mobile2","unit":"platforms","value":1}],"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":3,"name":"Lively Mobile2","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/medical-alert-systems/on-the-go-active-mobility/lively-mobile2.json","page_url":"https://aginginplaceindex.com/medical-alert-systems/on-the-go-active-mobility/lively-mobile2","report_type":"fit_review","study_id":"AIPI-STUDY-734794C8D72D","title":"Lively Mobile2 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 10:41:58.791979+00","research_date":"2026-09-26","source_snapshot_sha256":"2bdea4b354ab7428c9d977ed9ebfff1eae1a6db4af908d9a11b5514cc9a68d5c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":7,"ranking_unit":"Mobile device model and service provider"},"schema_version":4,"summary":"Lively Mobile2 is a good fit for on-the-go and active mobility, with caveats. All seven platforms named it during ranking discovery, and it finished third overall with an average listed rank of 4.0 and a best rank of 1. Its strongest case: a standalone cellular wearable with an SOS button, two-way audio, GPS, IPX7 water resistance, and no long-term contract, which suits walking, driving, and travel away from a base station. The main limitation is dependence on cellular coverage that appears tied to Verizon 4G LTE, plus battery life that independent reviewers place at roughly 32 to 40 hours,…","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"}}