{"citations":{"source_mix":{"company_owned":15,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":13},"total_sources":37,"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 Kitchen Remodelers for Small and Galley Kitchens","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"small kitchen renovation","subject":"Cabinets To Go","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Cabinets To Go","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Cabinets To Go","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Cabinets To Go","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Cabinets To Go","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/small-kitchen-renovation/cabinets-to-go.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/small-kitchen-renovation/cabinets-to-go","report_type":"fit_review","study_id":"HICI-STUDY-58B643151BA3","title":"Cabinets To Go Review for Small and Galley Kitchens"},"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 15:02:56.24312+00","research_date":"2026-10-02","source_snapshot_sha256":"07ea42b9bcea89fc0da46fcf477735b94cb1cb1abbc2e1917f9b00c88d98963d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":10,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Cabinets To Go is a mixed fit for a small kitchen renovation. Two of the seven platforms in this study named it during ranking discovery, and its average listed rank was 6.0 (best rank 3). Its strongest draw is a free design consultation with 3D rendering plus RTA and assembled cabinet lines that can lower cabinet cost in a tight footprint. The main limitation is that Cabinets To Go is a cabinet supplier, not a turnkey remodeler: published terms place measurement verification, delivery inspection, and damage reporting on the buyer, delivery dates are not guaranteed, and independent review…","target_buyer":"An apartment or small-home owner working with a narrow galley or under 100 square feet who needs storage and workflow solved in a tight footprint.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["space planning expertise","compact appliance knowledge","storage maximization","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-kitchen-remodelers-for-small-and-galley-kitchens","title":"Best Kitchen Remodelers for Small and Galley Kitchens","use_case":"small kitchen renovation"}}