{"citations":{"source_mix":{"company_owned":24,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":11},"total_sources":48,"unique_domain_count":24},"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","grok","openai"],"predicate":"final_consensus_rank","qualifier":"budget kitchen renovation","subject":"Kitchen Tune-Up","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Kitchen Tune-Up","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":"Kitchen Tune-Up","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Kitchen Tune-Up","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.3333333333333335,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Kitchen Tune-Up","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/budget-kitchen-renovation/kitchen-tune-up.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/budget-kitchen-renovation/kitchen-tune-up","report_type":"fit_review","study_id":"HICI-STUDY-BDECB191760D","title":"Kitchen Tune-Up 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 08:58:47.007877+00","research_date":"2026-10-02","source_snapshot_sha256":"6f496cb8ced93875456bfdce869f259a75dcc825af7ff29e8a2a69eee8615d1a","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":"Kitchen Tune-Up is a good but conditional fit for a budget kitchen renovation. Three of the seven platforms in this study named it during the ranking stage, and all seven that evaluated it rated the fit \"good\" or better for cabinet-focused updates that keep the existing layout, plumbing, and walls. The strongest reason to consider it is its tiered cabinet service menu — Original Tune-Up, redooring, painting, and refacing — with company-published refacing averages of roughly $10,000–$20,000 and up, which can land inside a low-tens-of-thousands ceiling. The main limitation is that Kitchen…","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"}}