{"citations":{"source_mix":{"company_owned":10,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":7},"total_sources":23,"unique_domain_count":13},"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 Remodeling Contractors for Full Gut Renovations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"full gut kitchen renovation","subject":"Concetti Contracting","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Concetti Contracting","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Concetti Contracting","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Concetti Contracting","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Concetti Contracting","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Concetti Contracting","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/full-gut-kitchen-renovation/concetti-contracting.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/full-gut-kitchen-renovation/concetti-contracting","report_type":"fit_review","study_id":"HICI-STUDY-7BE6D8393935","title":"Concetti Contracting Review for Full Gut 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 08:13:55.598578+00","research_date":"2026-10-02","source_snapshot_sha256":"c54668d5fb10586f59ee730ef42e76cfbb1bde2623814b862515e7b3020c6c5e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":8,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Concetti Contracting is a good — not strong — fit for a full gut kitchen renovation, provided the property sits inside its New York tri-state service area. Two of the seven platforms in this study named it during the ranking stage (anthropic, kimi), both at rank 3, giving it a 28.6% share of included platform responses and an average listed rank of 3.0. The strongest reason to consider it is a company-claimed in-house, all-trades design-build model that covers layout changes, plumbing and gas relocation, electrical, cabinetry, countertops, permits, and installation under one contract . The…","target_buyer":"A homeowner taking a dated kitchen back to the studs and replacing layout, cabinetry, plumbing runs and electrical in one project.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["structural and layout change capability","trade coordination","permit handling","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-remodeling-contractors-for-full-gut-renovations","title":"Best Kitchen Remodeling Contractors for Full Gut Renovations","use_case":"full gut kitchen renovation"}}