{"citations":{"source_mix":{"company_owned":22,"independent":5,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":3},"total_sources":28,"unique_domain_count":8},"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":"Golden Era Remodel","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Golden Era Remodel","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Golden Era Remodel","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Golden Era Remodel","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Golden Era Remodel","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Golden Era Remodel","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/curbless-wet-room-build/golden-era-remodel.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/curbless-wet-room-build/golden-era-remodel","report_type":"fit_review","study_id":"HICI-STUDY-D4F2B2CE4088","title":"Golden Era Remodel 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 21:55:51.283399+00","research_date":"2026-10-02","source_snapshot_sha256":"5e79b1bb26d716d221b96c893f09014d99e35f2b96eaf592d8f92f5311f4bfff","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":7,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Golden Era Remodel is a good fit for a curbless wet room build, with verification required, for homeowners inside the Dallas–Fort Worth metroplex. Two of seven platforms named it during the ranking stage, at an average listed rank of 5.5 and a best rank of 4. The strongest reason to consider it is that its published scope directly addresses curbless construction, Schluter waterproofing, bonding-flange or linear drainage, large-format tile, and frameless glass. The main limitation is that evidence is dominated by company-authored pages, and true whole-room wet-room waterproofing, level-entry…","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"}}