{"citations":{"source_mix":{"company_owned":29,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":6},"total_sources":44,"unique_domain_count":16},"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 Walk-In Tubs With Quick Installation","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"Fast Bathroom Retrofit","subject":"Jacuzzi Walk-In Tubs","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-27","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Jacuzzi Walk-In Tubs","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-27","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Jacuzzi Walk-In Tubs","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-27","platform_support":["perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Jacuzzi Walk-In Tubs","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-27","platform_support":["openai","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Jacuzzi Walk-In Tubs","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-27","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Jacuzzi Walk-In Tubs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Jacuzzi Walk-In Tubs","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aginginplaceindex.com/datasets/walk-in-tubs/fast-bathroom-retrofit/jacuzzi-walk-in-tubs.json","page_url":"https://aginginplaceindex.com/walk-in-tubs/fast-bathroom-retrofit/jacuzzi-walk-in-tubs","report_type":"fit_review","study_id":"AIPI-STUDY-D030EA3E0490","title":"Jacuzzi Walk-In Tubs Review for Fast Bathroom Retrofit"},"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.","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 19:02:53.264744+00","research_date":"2026-09-27","source_snapshot_sha256":"d2e787206ec37b781a658c4de14cd2f039bc6eb1c37109b39eacacb0ede4d849","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":9,"ranking_unit":"Walk-in tub model and installation provider"},"schema_version":4,"summary":"Jacuzzi Walk-In Tubs is a mixed fit for a Fast Bathroom Retrofit. Two of seven platforms named the entity during ranking discovery, and the seven included platforms split sharply on fit: one rated it strong, two rated it good, three rated it mixed, and one rated it weak. The strongest reason to consider it is the Jacuzzi Bath Remodel program's advertised one-day installation and dealer-managed design consultation . The main limitation is that the public record does not establish a current, standardized walk-in-tub model, a same-footprint guarantee, permit responsibility, or an all-in…","target_buyer":"Homeowners who want a safe bathing upgrade with minimal remodeling disruption, predictable installation timelines, and professional quote support","topic":{"base_category":"Walk-in tubs","category_criteria":["Installation timeline","same-footprint replacement fit","contractor network quality","plumbing/electrical requirements","permit support","cleanup process","quote transparency","warranty terms"],"geography":"United States","slug":"best-walk-in-tubs-with-quick-installation","title":"Best Walk-In Tubs With Quick Installation","use_case":"Fast Bathroom Retrofit"}}