{"citations":{"source_mix":{"company_owned":15,"independent":27,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":10},"total_sources":42,"unique_domain_count":29},"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 Hearing Aids for Seniors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"General Hearing Support","subject":"Starkey Edge AI RIC RT","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Starkey Edge AI RIC RT","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Starkey Edge AI RIC RT","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","anthropic","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Starkey Edge AI RIC RT","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Starkey Edge AI RIC RT","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Starkey Edge AI RIC RT","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/senior-technology/general-hearing-support/starkey-edge-ai-ric-rt.json","page_url":"https://aginginplaceindex.com/senior-technology/general-hearing-support/starkey-edge-ai-ric-rt","report_type":"fit_review","study_id":"AIPI-STUDY-FE794C528A80","title":"Starkey Edge AI RIC RT 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 10:16:57.25524+00","research_date":"2026-09-27","source_snapshot_sha256":"875935fd7a7e3dbf8996a48ebf4e41a4f0f0c921e84113264b970d7a07233eed","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":10,"ranking_unit":"Hearing aid model and provider"},"schema_version":4,"summary":"Starkey Edge AI RIC RT is a good fit for older adults who want a prescription, professionally fitted rechargeable receiver-in-canal hearing aid for everyday conversation, television, and public settings. Four of seven platforms named it during ranking discovery, with an average listed rank of 6.5 and a best rank of 4. The strongest reason to consider it is the combination of professional fitting, speech-focused processing, telecoil and streaming connectivity, and long rechargeable battery life. The main limitation is pricing opacity: no verified public U.S. price exists for a pair, and…","target_buyer":"Older adults comparing prescription, OTC, and hybrid hearing aid options for everyday conversation, television, and public settings","topic":{"base_category":"Senior technology","category_criteria":["Speech clarity","background-noise reduction","audiology support","comfort and fit","trial period","warranty","pricing transparency","customer support quality"],"geography":"United States","slug":"best-hearing-aids-for-seniors","title":"Best Hearing Aids for Seniors","use_case":"General Hearing Support"}}