{"citations":{"source_mix":{"company_owned":15,"independent":14,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":5},"total_sources":32,"unique_domain_count":19},"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 Medication Reminders for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-26","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"Automated Medication Management","subject":"Mobi","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-26","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Mobi","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-26","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Mobi","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-26","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Mobi","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":"Mobi","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":"Mobi","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Mobi","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/senior-technology/automated-medication-management/mobi.json","page_url":"https://aginginplaceindex.com/senior-technology/automated-medication-management/mobi","report_type":"fit_review","study_id":"AIPI-STUDY-BE87196D0FC2","title":"Mobi Review for 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.","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 13:15:21.994515+00","research_date":"2026-09-26","source_snapshot_sha256":"07001f0e715f88c36c3fa167414b642f208da65599e70a3c1767e3ff77e25d51","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":10,"ranking_unit":"Dispenser device / software service model"},"schema_version":4,"summary":"Mobi is a good, but not fully verified, fit for Automated Medication Management. Two of the seven included platforms named Mobi during the ranking stage — Google (rank 5) and Perplexity (rank 7) — giving it a 28.6% share of included platform responses and an average listed rank of 6.0. The strongest reason to consider it is a subscription-free 28-slot locking dispenser with audible, visual, and app-based caregiver alerts plus a documented four-day AA-battery backup. The main limitation is unverified caregiver-notification latency and escalation, compounded by conflicting daily-dose limits…","target_buyer":"Seniors taking multiple daily prescriptions and caregivers preventing missed doses or accidental double-dosing","topic":{"base_category":"Senior technology","category_criteria":["Dose compartment capacity","alert intensity (visual/audible)","automatic locking mechanisms","caregiver notification speed","battery backup system"],"geography":"United States","slug":"best-medication-reminders-for-seniors","title":"Best Medication Reminders for Seniors","use_case":"Automated Medication Management"}}