{"citations":{"source_mix":{"company_owned":14,"independent":18,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":9},"total_sources":33,"unique_domain_count":17},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Bathroom Remodeling Companies Offering Project Financing","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"financed bathroom remodel","subject":"West Shore Home","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"West Shore Home","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"West Shore Home","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"West Shore Home","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"West Shore Home","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.6666666666666667,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"West Shore Home","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/financed-bathroom-remodel/west-shore-home.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/financed-bathroom-remodel/west-shore-home","report_type":"fit_review","study_id":"HICI-STUDY-F1808173622D","title":"West Shore Home Review for financed bathroom remodel"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["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 19:37:13.865746+00","research_date":"2026-10-02","source_snapshot_sha256":"00d9cba18f5684faf3c0a2b42753e58ac17fec77e223a0df49c4d8e0dffbe652","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":5,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"West Shore Home is a mixed fit for a financed bathroom remodel. Three of six included platforms named it during ranking discovery (50% share), at an average listed rank of 1.67 and a best rank of 1. Its strongest case is contractor-arranged financing attached to a full-bathroom scope installed by company employees, with advertised deferred-payment promotions for approved credit. The main limitation is that the headline promotion appeared to expire September 26, 2026 — before the October 2, 2026 research date — while the financing partner, final APR, and total project price are not…","target_buyer":"A homeowner proceeding now and paying over time through the contractor's financing partner.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["financing partner terms","promotional rate availability","approval process","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-remodeling-companies-offering-project-financing","title":"Best Bathroom Remodeling Companies Offering Project Financing","use_case":"financed bathroom remodel"}}