{"citations":{"source_mix":{"company_owned":14,"independent":30,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":9},"total_sources":44,"unique_domain_count":22},"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 Budget Kitchen Remodeling Companies for Cost-Conscious 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":"budget kitchen renovation","subject":"Cabinets To Go","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"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":["grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Cabinets To Go","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Cabinets To Go","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Cabinets To Go","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/budget-kitchen-renovation/cabinets-to-go.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/budget-kitchen-renovation/cabinets-to-go","report_type":"fit_review","study_id":"HICI-STUDY-EBAFA945C524","title":"Cabinets To Go Review for Cost-Conscious 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 09:06:50.072055+00","research_date":"2026-10-02","source_snapshot_sha256":"f872e86726ab94cdc7292a3e7b1599335c4d2a86869ffef5b801bc93afa3ad04","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"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 budget kitchen renovation. It can work for a homeowner keeping the existing footprint who accepts stock, ready-to-assemble cabinetry and wants free design help plus coordinated installation. Two of the seven platforms that evaluated fit named Cabinets To Go during ranking discovery, at an average listed rank of 4.5 and a best rank of 3 (google, openai). The strongest reason to consider it is low-cost stock cabinetry with free 3D design and an Authorized Installer program. The main limitation is that it is not a fixed-price turnkey remodeler: pricing is…","target_buyer":"A homeowner with a firm ceiling in the low tens of thousands who wants a visibly updated kitchen without moving plumbing or walls.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["fixed-price packages","stock material options","cost control discipline","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-budget-kitchen-remodeling-companies-for-cost-conscious-renovations","title":"Best Budget Kitchen Remodeling Companies for Cost-Conscious Renovations","use_case":"budget kitchen renovation"}}