{"citations":{"source_mix":{"company_owned":33,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":8},"total_sources":44,"unique_domain_count":14},"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":["grok","kimi"],"predicate":"final_consensus_rank","qualifier":"full gut kitchen renovation","subject":"GVD Renovations","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GVD Renovations","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GVD Renovations","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"GVD Renovations","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"GVD Renovations","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":"GVD Renovations","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":7,"name":"GVD Renovations","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/full-gut-kitchen-renovation/gvd-renovations.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/full-gut-kitchen-renovation/gvd-renovations","report_type":"fit_review","study_id":"HICI-STUDY-56E7D3633418","title":"GVD Renovations 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 08:19:30.935904+00","research_date":"2026-10-02","source_snapshot_sha256":"1b652d0ae7ae403a55965bba1d2073a1d7dd403ab5086812be55f81387849ec3","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":"GVD Renovations is a good fit for a full gut kitchen renovation if the home is inside its Northern California service area and the buyer wants one design-build contractor to coordinate layout changes, structural work, permits, plumbing, electrical, cabinetry, and finishes. Two of seven platforms named GVD Renovations during the ranking stage (grok, kimi), and its average listed rank was 3.5 with a best rank of 2. The strongest reason to consider it is a broad advertised design-build scope plus generally favorable independent review evidence. The main limitation is that most capability,…","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"}}