{"citations":{"source_mix":{"company_owned":20,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":3},"total_sources":28,"unique_domain_count":12},"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 Contractors for Curbless Wet Room Bathroom Designs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"curbless wet room build","subject":"Century Bathrooms","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Century Bathrooms","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Century Bathrooms","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Century Bathrooms","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Century Bathrooms","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Century Bathrooms","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/curbless-wet-room-build/century-bathrooms.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/curbless-wet-room-build/century-bathrooms","report_type":"fit_review","study_id":"HICI-STUDY-1A8D6EA0477C","title":"Century Bathrooms Review for Curbless Wet Room Bathroom Designs"},"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":"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 21:52:31.204921+00","research_date":"2026-10-02","source_snapshot_sha256":"804bb7a997f285e02e2e835b451be91d8e358d1630f0de9456150eac93134638","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":7,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Century Bathrooms is a conditionally good fit for a curbless wet room build in Northern Virginia. Two of the seven platforms in this study named it during the ranking stage (deepseek, kimi), and all seven evaluated its fit. The strongest reason to consider it: it advertises barrier-free, curbless shower construction with pre-sloped floor systems, in-house licensed trades, and large-format porcelain panel installation (, -13, grok:). The main limitation: no reviewed source independently verifies a complete whole-room wet-room waterproofing assembly, linear-drain specification, or published…","target_buyer":"A homeowner building a fully waterproofed wet room with a level entry and no shower tray, often for step-free access.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["level-entry floor forming","whole-room waterproofing","linear drainage","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-contractors-for-curbless-wet-room-bathroom-designs","title":"Best Contractors for Curbless Wet Room Bathroom Designs","use_case":"curbless wet room build"}}