{"citations":{"source_mix":{"company_owned":14,"independent":10,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":0},"total_sources":25,"unique_domain_count":11},"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","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Bariatric & Extra-Wide Bathing","subject":"Safety Bath Grandeur","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Safety Bath Grandeur","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Safety Bath Grandeur","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Safety Bath Grandeur","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Safety Bath Grandeur","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Safety Bath Grandeur","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Safety Bath Grandeur","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/walk-in-tubs/bariatric-extra-wide-bathing/safety-bath-grandeur.json","page_url":"https://aginginplaceindex.com/walk-in-tubs/bariatric-extra-wide-bathing/safety-bath-grandeur","report_type":"fit_review","study_id":"AIPI-STUDY-B8725FC230F7","title":"Safety Bath Grandeur 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.","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":"2026-09-27 14:06:12.48136+00","research_date":"2026-09-27","source_snapshot_sha256":"dd884f0ef60c28899c26b3947b67cf6624d93a13167fe7aff9c6ef5b94367354","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":6,"ranking_unit":"Bariatric walk-in tub model and manufacturer"},"schema_version":4,"summary":"Safety Bath Grandeur is a good — but not fully verified — fit for bariatric and extra-wide bathing. Three of the seven platforms in this study named it during the ranking stage, at an average listed rank of 3.67 and a best rank of 3. Its strongest case is dimensional: a 30-inch seat, a 32-to-33.75-inch outward-swinging door, a stainless-steel frame, three grab bars, and a slip-resistant floor . The main limitation is that no platform found a published maximum user-weight capacity, and pricing currency, U.S. installation terms, and warranty service details remain unclear . Buyers should…","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"}}