{"citations":{"source_mix":{"company_owned":23,"independent":18,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":11},"total_sources":42,"unique_domain_count":18},"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":["kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"full gut kitchen renovation","subject":"USA Cabinet Store","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"USA Cabinet Store","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"USA Cabinet Store","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"USA Cabinet Store","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"USA Cabinet Store","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"USA Cabinet Store","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"USA Cabinet Store","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/full-gut-kitchen-renovation/usa-cabinet-store.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/full-gut-kitchen-renovation/usa-cabinet-store","report_type":"fit_review","study_id":"HICI-STUDY-7668E63146EB","title":"USA Cabinet Store 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 08:09:38.443449+00","research_date":"2026-10-02","source_snapshot_sha256":"3d010446a2bbe547e9a46655f223707df5145a667c4aa3b53c6c6eed2e54b184","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":"USA Cabinet Store is a good, but not conclusively strong, fit for a full gut kitchen renovation. Three of seven platforms named it during the ranking stage (openai, perplexity, kimi), and platform fit ratings ranged from strong to uncertain. Its strongest reason to consider it is an advertised single-team scope covering design, cabinetry, countertops, plumbing, electrical, permitting, and installation . The main limitation is that no public source confirms structural-engineering capability, standardized contract terms, transparent project pricing, or a company-wide workmanship warranty, so…","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"}}