{"citations":{"source_mix":{"company_owned":22,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":5},"total_sources":48,"unique_domain_count":21},"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","grok","openai"],"predicate":"final_consensus_rank","qualifier":"semi custom cabinet purchase","subject":"Schrock","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Schrock","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Schrock","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Schrock","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Schrock","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.666666666666667,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Schrock","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/semi-custom-cabinet-purchase/schrock.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/semi-custom-cabinet-purchase/schrock","report_type":"fit_review","study_id":"HICI-STUDY-5C67666FA2E0","title":"Schrock 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.","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 18:29:57.648538+00","research_date":"2026-10-02","source_snapshot_sha256":"8edc537f7921f322340037224faaf3b7e07a6727338ee27522e4e8cadf2eff31","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":"Schrock is a good, not unequivocal, fit for a semi custom cabinet purchase. Three of the six platforms that evaluated fit named Schrock during the ranking stage — a 50% share — at an average listed rank of 5.67 and a best rank of 4 (openai, anthropic, grok). The strongest reason to consider it is a tiered Entra, Trademark, and Boutique lineup that adds door styles, finishes, sizing modifications, and dealer design support beyond stock cabinets without full custom pricing . The main limitation is that pricing, lead times, and construction specifics are dealer-dependent and unpublished, and…","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"}}