{"citations":{"source_mix":{"company_owned":18,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":3},"total_sources":42,"unique_domain_count":19},"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 Full Bathroom Remodeling Contractors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","openai"],"predicate":"final_consensus_rank","qualifier":"full bathroom renovation","subject":"West Shore Home","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"West Shore Home","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"West Shore Home","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"West Shore Home","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"West Shore Home","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/full-bathroom-renovation/west-shore-home.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/full-bathroom-renovation/west-shore-home","report_type":"fit_review","study_id":"HICI-STUDY-E0557EB2F5A8","title":"West Shore Home Review for full bathroom renovation"},"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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 08:16:15.642716+00","research_date":"2026-10-02","source_snapshot_sha256":"7fbab2f7593168b3ae65f370c4f7755c61da76caeb03d0633e7021fd5c6f9dcc","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":44,"qualified_finalists":6,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"West Shore Home is a mixed fit for full bathroom renovation. Two of seven platforms named it during ranking discovery, at an average listed rank of 5.0 and a best rank of 4. Its strongest case is a coordinated, largely standardized full-bath replacement that keeps the existing layout: published scope covers shower or tub, fixtures, toilet, vanity, countertop, and flooring, with company-stated W-2 installers, permit handling in many markets, a written price valid for one year, and a one-year labor warranty . The main limitation is scope: company pages state work is custom-fit to the existing…","target_buyer":"A homeowner replacing every element of a bathroom including layout, plumbing fixtures, tiling and ventilation in a single project.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["full-scope trade coordination","plumbing relocation","permit handling","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-full-bathroom-remodeling-contractors","title":"Best Full Bathroom Remodeling Contractors","use_case":"full bathroom renovation"}}