{"citations":{"source_mix":{"company_owned":22,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":8},"total_sources":26,"unique_domain_count":5},"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 Luxury Primary Bathroom Renovation Firms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"luxury primary bathroom","subject":"RenoEthics","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"RenoEthics","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"RenoEthics","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"RenoEthics","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"RenoEthics","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"RenoEthics","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/luxury-primary-bathroom/renoethics.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/luxury-primary-bathroom/renoethics","report_type":"fit_review","study_id":"HICI-STUDY-E58E5B9DCB9B","title":"RenoEthics Review for luxury primary bathroom"},"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.","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 13:10:32.300385+00","research_date":"2026-10-02","source_snapshot_sha256":"1bdea5e01446ea254fadbdc5916eca9e96ef7ffdc822c682d8ee93356ff16e80","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":44,"qualified_finalists":8,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"RenoEthics is a weak fit for a U.S. luxury primary bathroom buyer. Two of seven platforms named it during the ranking stage (deepseek and kimi), both at rank 7, giving it a 28.6% share of included platform responses. The strongest reason to consider it is a published Ultra Luxury En Suite package that lists a freestanding soaker tub, curbless shower with frameless glass, large-format tile, heated floors, and premium fixtures at $55,000–$65,000+ . The main limitation is geography: every reviewed source places RenoEthics in Richmond Hill and the Greater Toronto Area of Ontario, Canada, not the…","target_buyer":"An owner of a high-value home building a spa-style primary suite with freestanding tub, large-format stone and custom glass.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["large-format stone work","custom glass fabrication","high-end fixture sourcing","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-luxury-primary-bathroom-renovation-firms","title":"Best Luxury Primary Bathroom Renovation Firms","use_case":"luxury primary bathroom"}}