{"citations":{"source_mix":{"company_owned":14,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":7},"total_sources":37,"unique_domain_count":18},"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 OTC Hearing Aids for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Over-the-Counter Hearing Assistance","subject":"MDHearing NEO XS","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MDHearing NEO XS","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"MDHearing NEO XS","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"MDHearing NEO XS","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.75,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"MDHearing NEO XS","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/senior-technology/over-the-counter-hearing-assistance/mdhearing-neo-xs.json","page_url":"https://aginginplaceindex.com/senior-technology/over-the-counter-hearing-assistance/mdhearing-neo-xs","report_type":"fit_review","study_id":"AIPI-STUDY-DCB32D7A9DFD","title":"MDHearing NEO XS 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.","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 11:41:35.326061+00","research_date":"2026-09-27","source_snapshot_sha256":"42ac2d5440e63a2c89dba5f788f5b6f60f3c46a205d83397d9edbb0e2be51dd4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":10,"ranking_unit":"OTC hearing aid model and provider"},"schema_version":4,"summary":"MDHearing NEO XS is a good fit for adults with perceived mild-to-moderate hearing loss who want a low-cost, discreet, rechargeable OTC hearing aid without an in-person fitting. Four of seven platforms named it during the ranking stage (57.1% share), with an average listed rank of 6.75 and a best rank of 4. The strongest reason to consider it is the combination of a low upfront price, a completely-in-the-canal design, 18-plus-hour claimed battery life, free telehealth setup, and a 60-day trial. The main limitation is weak independent sound-quality evidence: HearAdvisor scored it grade C with…","target_buyer":"Adults with perceived mild-to-moderate hearing loss who want a lower-cost hearing aid option without an in-person prescription fitting","topic":{"base_category":"Senior technology","category_criteria":["Self-fitting ease","app setup quality","sound customization","return window","rechargeable battery life","comfort","price","customer support access"],"geography":"United States","slug":"best-otc-hearing-aids-for-seniors","title":"Best OTC Hearing Aids for Seniors","use_case":"Over-the-Counter Hearing Assistance"}}