{"citations":{"source_mix":{"company_owned":22,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":8},"total_sources":44,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best One-Day Bath and Shower Remodel Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"one day bath remodel","subject":"Leaf Home Bath","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Leaf Home Bath","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Leaf Home Bath","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Leaf Home Bath","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Leaf Home Bath","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Leaf Home Bath","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Leaf Home Bath","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/one-day-bath-remodel/leaf-home-bath.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/one-day-bath-remodel/leaf-home-bath","report_type":"fit_review","study_id":"HICI-STUDY-5AA94308755B","title":"Leaf Home Bath Review for one day bath remodel"},"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":"Home Improvement Consensus 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":"2026-10-02 09:34:10.102165+00","research_date":"2026-10-02","source_snapshot_sha256":"4474c24f2f3e232e151c37f84471960b7f80111ee0e81323f116fcad8dc20f65","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":10,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Leaf Home Bath is a mixed fit for a one-day bath remodel. Two of the seven platforms in this study named it during the ranking stage, at an average listed rank of 4.0 and a best rank of 3. Its strongest reason to consider it is the AquaLuxe™ system: a grout-free, waterproof tongue-and-groove PVC wall system that Leaf Home markets as installable in as little as one day, paired with acrylic tubs, showers, and walk-in tubs. The main limitation is that \"as little as one day\" is not a guaranteed single-visit completion, and public BBB complaint records document delayed, incomplete, or multi-visit…","target_buyer":"A homeowner who wants a replacement tub or shower fitted in a single visit using an acrylic or composite system rather than a tiled build.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["single-visit installation","proprietary system quality","disruption minimisation","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-one-day-bath-and-shower-remodel-companies","title":"Best One-Day Bath and Shower Remodel Companies","use_case":"one day bath remodel"}}