{"citations":{"source_mix":{"company_owned":20,"independent":17,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":7},"total_sources":39,"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 Remodeling Contractors for Full Gut Renovations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"full gut kitchen renovation","subject":"DreamMaker Bath & Kitchen","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"DreamMaker Bath & Kitchen","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"DreamMaker Bath & Kitchen","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"DreamMaker Bath & Kitchen","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"DreamMaker Bath & Kitchen","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"DreamMaker Bath & Kitchen","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"DreamMaker Bath & Kitchen","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/full-gut-kitchen-renovation/dreammaker-bath-kitchen.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/full-gut-kitchen-renovation/dreammaker-bath-kitchen","report_type":"fit_review","study_id":"HICI-STUDY-787EEE89AD07","title":"DreamMaker Bath & Kitchen 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 08:16:02.58279+00","research_date":"2026-10-02","source_snapshot_sha256":"486aa7499d7e0801bd7562314922257f8199f7f1c6cd226fda210519bdc2b440","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":"DreamMaker Bath & Kitchen is a good fit for a full gut kitchen renovation, with the important caveat that results depend heavily on the specific independently owned local franchise. Two of the seven platforms in this study named DreamMaker during the ranking stage (google, openai), at an average listed rank of 3.5 and a best rank of 2. The strongest reason to consider it is a design-build model that covers design, demolition, cabinetry, trade coordination, and project management under one contract. The main limitation is that homeowner pricing, permit responsibility, warranty duration, and…","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"}}