{"citations":{"source_mix":{"company_owned":20,"independent":19,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":8},"total_sources":40,"unique_domain_count":19},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","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","perplexity"],"predicate":"final_consensus_rank","qualifier":"custom kitchen cabinetry","subject":"Cuisine Idéale","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Cuisine Idéale","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Cuisine Idéale","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/custom-kitchen-cabinetry/cuisine-id-ale.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/custom-kitchen-cabinetry/cuisine-id-ale","report_type":"fit_review","study_id":"HICI-STUDY-C0E58D88E4C5","title":"Cuisine Idéale 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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_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 12:38:44.143593+00","research_date":"2026-10-02","source_snapshot_sha256":"389544691eea958155f25d1a2663856f4642f50ea34ff9c5bb3f264634494030","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":"Cuisine Idéale is a good fit for a homeowner with an irregular kitchen footprint who needs cabinetry built to exact dimensions. Two of seven platforms named it during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of 6.5, and a best listed rank of 4. Its strongest reason to consider it is stated exact-dimension, fully custom fabrication of European-style frameless cabinetry through a Quebec factory and a U.S. retailer network. The main limitation is documentation: no public fixed pricing, no verified U.S. warranty document, no independently…","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"}}