{"citations":{"source_mix":{"company_owned":16,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":3},"total_sources":38,"unique_domain_count":20},"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 Custom Cabinet Makers for Kitchen Renovations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"custom kitchen cabinetry","subject":"Rutt Quality Cabinetry","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Rutt Quality Cabinetry","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Rutt Quality Cabinetry","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Rutt Quality Cabinetry","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Rutt Quality Cabinetry","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Rutt Quality Cabinetry","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/custom-kitchen-cabinetry/rutt-quality-cabinetry.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/custom-kitchen-cabinetry/rutt-quality-cabinetry","report_type":"fit_review","study_id":"HICI-STUDY-5E52F3C352B2","title":"Rutt Quality Cabinetry Review for Kitchen Renovations"},"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.","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 12:37:07.997478+00","research_date":"2026-10-02","source_snapshot_sha256":"b74326331c616393d521a62d83c15a45311e1be8456231e2a3538f995a60e162","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":6,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Rutt Quality Cabinetry is a good, but not fully verified, fit for a homeowner who needs cabinetry built to exact dimensions for an irregular kitchen footprint. Two of the seven platforms in this study named Rutt during the ranking stage, and it finished sixth overall. The strongest reason to consider it is documented custom-sizing capability: Rutt says its cabinetry is built to any height, depth, or width, with wood species, joinery, and finish options that stock and semi-custom lines cannot match . The main limitation is verification: public pricing, current lead times, installation…","target_buyer":"A homeowner with an irregular kitchen footprint who needs cabinetry built to exact dimensions rather than assembled from stock sizes.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["shop fabrication capability","wood species and joinery range","lead time","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-custom-cabinet-makers-for-kitchen-renovations","title":"Best Custom Cabinet Makers for Kitchen Renovations","use_case":"custom kitchen cabinetry"}}