{"citations":{"source_mix":{"company_owned":16,"independent":26,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":12},"total_sources":43,"unique_domain_count":27},"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 Bariatric Walk-In Tubs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek"],"predicate":"final_consensus_rank","qualifier":"Bariatric & Extra-Wide Bathing","subject":"American Standard Acclaim Walk-In Tub","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","deepseek"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"American Standard Acclaim Walk-In Tub","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"American Standard Acclaim Walk-In Tub","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"American Standard Acclaim Walk-In Tub","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"American Standard Acclaim Walk-In Tub","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"American Standard Acclaim Walk-In Tub","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/walk-in-tubs/bariatric-extra-wide-bathing/american-standard-acclaim-walk-in-tub.json","page_url":"https://aginginplaceindex.com/walk-in-tubs/bariatric-extra-wide-bathing/american-standard-acclaim-walk-in-tub","report_type":"fit_review","study_id":"AIPI-STUDY-1A59069001CA","title":"American Standard Acclaim Walk-In Tub Review for Bariatric & Extra-Wide Bathing"},"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.","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":"2026-09-27 14:11:09.053966+00","research_date":"2026-09-27","source_snapshot_sha256":"e4b0b62d18d524a1f2ec3ca300c83a2d9b45fbddc158f48824ae5e4a8cbd8694","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":6,"ranking_unit":"Bariatric walk-in tub model and manufacturer"},"schema_version":4,"summary":"American Standard Acclaim Walk-In Tub is an uncertain fit for Bariatric & Extra-Wide Bathing. Only 2 of 7 platforms named it during the ranking stage, and no platform verified a maximum user weight, seat width, door opening, or reinforced-frame rating for the Acclaim name specifically. The strongest reason to consider it is American Standard's broader walk-in-tub line, which independent and company sources associate with 44-jet hydrotherapy, Quick Drain technology, textured floors, grab bars, and reported 600-pound capacity on some configurations. The main limitation is identity: the Acclaim…","target_buyer":"Heavier users and caregivers seeking a reinforced walk-in tub with wider seating, higher capacity, and safe transfer space","topic":{"base_category":"Walk-in tubs","category_criteria":["Maximum weight capacity","seat width","door width","reinforced frame","floor traction","grab bar placement","water capacity","installation footprint","warranty coverage"],"geography":"United States","slug":"best-bariatric-walk-in-tubs","title":"Best Bariatric Walk-In Tubs","use_case":"Bariatric & Extra-Wide Bathing"}}