{"citations":{"source_mix":{"company_owned":20,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":13},"total_sources":41,"unique_domain_count":16},"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 Walk-In Tub and Shower Combinations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Dual Bathing & Showering Combos","subject":"KOHLER Walk-In Bath with Shower Package","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"KOHLER Walk-In Bath with Shower Package","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-26","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"KOHLER Walk-In Bath with Shower Package","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-26","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"KOHLER Walk-In Bath with Shower Package","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-26","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"KOHLER Walk-In Bath with Shower Package","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.1666666666666667,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"KOHLER Walk-In Bath with Shower Package","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/walk-in-tubs/dual-bathing-showering-combos/kohler-walk-in-bath-with-shower-package.json","page_url":"https://aginginplaceindex.com/walk-in-tubs/dual-bathing-showering-combos/kohler-walk-in-bath-with-shower-package","report_type":"fit_review","study_id":"AIPI-STUDY-95A9DF7C9E73","title":"KOHLER Walk-In Bath with Shower Package Review for Dual Bathing & Showering Combos"},"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":"2026-09-26 10:58:55.771945+00","research_date":"2026-09-26","source_snapshot_sha256":"16953788cffcb5b12b9c051cba5223e2cdc48b9f36b24b5062f116ade86e3ac9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":6,"ranking_unit":"Walk-in tub/shower combo model and manufacturer"},"schema_version":4,"summary":"The KOHLER Walk-In Bath with Shower Package is a good fit for dual bathing and showering combos, particularly for multi-generational households and seniors who want both a seated soaking tub and a standing or handheld shower option. Six of seven platforms named it during the ranking stage, with an average listed rank of 1.17 and a best rank of 1. Its strongest advantage is the integrated Shower Package: a gooseneck shower arm, clear frameless pivoting bath screen, built-in seat, and an advertised 3-inch step-in threshold. The main limitation is quote-only pricing with no published package…","target_buyer":"Multi-generational households or seniors wanting both seated soaking tubs and standing/handheld shower options","topic":{"base_category":"Walk-in tubs","category_criteria":["Showerhead versatility","glass enclosure design","water containment efficiency","step-in height","seating ergonomics","equipment price"],"geography":"United States","slug":"best-walk-in-tub-and-shower-combinations","title":"Best Walk-In Tub and Shower Combinations","use_case":"Dual Bathing & Showering Combos"}}