{"citations":{"source_mix":{"company_owned":17,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":7},"total_sources":42,"unique_domain_count":24},"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","openai"],"predicate":"final_consensus_rank","qualifier":"custom kitchen cabinetry","subject":"Wood-Mode","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Wood-Mode","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Wood-Mode","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Wood-Mode","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Wood-Mode","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Wood-Mode","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/custom-kitchen-cabinetry/wood-mode.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/custom-kitchen-cabinetry/wood-mode","report_type":"fit_review","study_id":"HICI-STUDY-4513C1F8532B","title":"Wood-Mode 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 12:36:03.837815+00","research_date":"2026-10-02","source_snapshot_sha256":"45cc381793e9695364f7f5f9546aa9acee631c53d035b87c0bffda7c58728b68","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":"Wood-Mode is a strong fit for a homeowner with an irregular kitchen footprint who needs cabinetry built to exact dimensions, provided the selected authorized dealer supplies a detailed written specification, credible schedule, and strong local references. Two of seven platforms named Wood-Mode during the ranking stage, at an average listed rank of 4.5 and a best rank of 3. The strongest reason to consider it is its built-to-order custom sizing, broad wood and finish range, and published lifetime-of-ownership warranty on qualifying defects. The main limitation is that pricing, lead times, and…","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"}}