{"buyer_scenarios":[{"fit":"best_suited","scenario":"Full shower or bathroom rebuilds where membrane, backer board, drain, shower base, niches, corners, and transitions come from one coordinated system (openai, deepseek)."},{"fit":"best_suited","scenario":"Homeowners wanting documented manufacturer installation instructions and a potential system or lifetime warranty when specified products and Schluter thin-set mortars are used (openai, anthropic, google)."},{"fit":"best_suited","scenario":"Projects requiring KERDI-BOARD as a waterproof backer board or KERDI membrane over suitable solid backing (openai, anthropic)."},{"fit":"best_suited","scenario":"Curbless showers or complex layouts needing coordinated drainage, sloped substrate, waterproofing, and floor uncoupling (openai, deepseek)."},{"fit":"not_best_suited","scenario":"Projects where the selected installer cannot demonstrate recent Schluter shower work, provide waterproofing-stage photographs, or agree to a pre-tile water test (openai)."},{"fit":"not_best_suited","scenario":"Homeowners unwilling to verify installer certification before hiring (anthropic, google)."},{"fit":"not_best_suited","scenario":"Budget-constrained projects where licensed, generic cement-board or liquid-membrane methods are acceptable (deepseek, grok, kimi)."},{"fit":"not_best_suited","scenario":"DIY installations without professional certification (grok, kimi)."}],"citations":{"source_mix":{"company_owned":45,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":57,"partial":8},"total_sources":66,"unique_domain_count":27},"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 Bathroom Waterproofing and Tile Underlayment Specialists","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"bathroom waterproofing","subject":"Schluter Authorized Dealer and Installer Network","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Schluter Authorized Dealer and Installer Network","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Schluter Authorized Dealer and Installer Network","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Schluter Authorized Dealer and Installer Network","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Schluter Authorized Dealer and Installer Network","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/bathroom-waterproofing/schluter-authorized-dealer-and-installer-network.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/bathroom-waterproofing/schluter-authorized-dealer-and-installer-network","report_type":"fit_review","study_id":"HICI-STUDY-6D07D7AB9EFD","title":"Schluter Authorized Dealer and Installer Network Review for bathroom waterproofing"},"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 23:05:41.266634+00","research_date":"2026-10-02","source_snapshot_sha256":"0352ec10f28e6aabbf99bcb58f9a5db2e3d9dbebe59779f37f921eb5b8b2d387","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":2,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Schluter Authorized Dealer and Installer Network is a good fit for a homeowner rebuilding a bathroom after a leak or mould failure, provided the buyer vets the individual installer. Three of seven platforms named it during the ranking stage (deepseek, google, openai), a 43% share of included platform responses, at an average listed rank of 1.33 and a best rank of 1. The strongest reason to consider it is the coordinated Schluter-Shower System: KERDI or KERDI-BOARD, KERDI-BAND, KERDI-FIX, KERDI-DRAIN or KERDI-LINE, and DITRA or DITRA-HEAT, backed by a stated 10-year limited system warranty…","target_buyer":"A homeowner whose previous bathroom failed through leaks or mould and who wants the substrate done correctly this time.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["membrane and backer board systems","leak remediation","substrate preparation","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-bathroom-waterproofing-and-tile-underlayment-specialists","title":"Best Bathroom Waterproofing and Tile Underlayment Specialists","use_case":"bathroom waterproofing"}}