{"citations":{"source_mix":{"company_owned":14,"independent":16,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":16},"total_sources":31,"unique_domain_count":17},"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":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"custom kitchen cabinetry","subject":"Crown Point Cabinetry","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Crown Point Cabinetry","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Crown Point Cabinetry","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"Crown Point Cabinetry","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Crown Point Cabinetry","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/custom-kitchen-cabinetry/crown-point-cabinetry.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/custom-kitchen-cabinetry/crown-point-cabinetry","report_type":"fit_review","study_id":"HICI-STUDY-7C9207DCCFDB","title":"Crown Point 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 12:33:35.012536+00","research_date":"2026-10-02","source_snapshot_sha256":"d9a1f19e11261560c8b14b868630271cee3420bad280c250dbaa972d51843a1f","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":"Crown Point Cabinetry is a good fit for a homeowner with an irregular kitchen footprint who needs cabinetry built to exact dimensions rather than assembled from stock sizes. Three of seven platforms named it during the ranking stage, and all three listed it at rank 1. Its strongest advantage is genuinely custom fabrication — published options include flush square inset and frameless construction, multiple wood species, and dovetailed walnut drawer boxes — sold direct from its New Hampshire shop. The main limitation is schedule and coordination: published lead-time statements conflict,…","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"}}