{"citations":{"source_mix":{"company_owned":17,"independent":27,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":10},"total_sources":45,"unique_domain_count":24},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Semi-Custom Kitchen Cabinet Brands and Dealers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"semi custom cabinet purchase","subject":"Fabuwood","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Fabuwood","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Fabuwood","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Fabuwood","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Fabuwood","platform_mentions":5,"platform_share":0.8333333333333334}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/semi-custom-cabinet-purchase/fabuwood.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/semi-custom-cabinet-purchase/fabuwood","report_type":"fit_review","study_id":"HICI-STUDY-D563B6AE9AA3","title":"Fabuwood Review for semi custom cabinet purchase"},"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.","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":["anthropic","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 18:25:07.019582+00","research_date":"2026-10-02","source_snapshot_sha256":"ddddc574e94c3a411403aaf5e8fad51d7476323449a4d49ad5d817f307ade9fc","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":6,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Fabuwood is a good fit for most homeowners buying semi-custom kitchen cabinets, provided they work through a competent authorized dealer. Five of the six platforms that evaluated this use case named Fabuwood during ranking discovery, and five of six rated the fit \"good,\" with one (kimi) rating it \"mixed.\" The strongest reason to consider it is the combination of broad door-style and finish selection, standard Blum soft-close hardware, and pricing well below full custom. The main limitation is that the purchase is dealer-dependent: pricing is not published nationally, warranty claims run…","target_buyer":"A homeowner choosing between cabinet lines who wants more sizes and finishes than stock allows without full custom pricing.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["door style and finish catalogue","modification options","dealer network","project scope handled","design service quality","cabinetry and material sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-semi-custom-kitchen-cabinet-brands-and-dealers","title":"Best Semi-Custom Kitchen Cabinet Brands and Dealers","use_case":"semi custom cabinet purchase"}}