{"citations":{"source_mix":{"company_owned":16,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":12},"total_sources":44,"unique_domain_count":17},"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 Renovation Contractors for Rental and Investment Properties","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"rental kitchen renovation","subject":"Cabinets To Go","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"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":["openai","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Cabinets To Go","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Cabinets To Go","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Cabinets To Go","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/rental-kitchen-renovation/cabinets-to-go.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/rental-kitchen-renovation/cabinets-to-go","report_type":"fit_review","study_id":"HICI-STUDY-EF9C771E9565","title":"Cabinets To Go Review for Rental and Investment Properties"},"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 22:50:16.079565+00","research_date":"2026-10-02","source_snapshot_sha256":"6bc413bbf99b10f82df00c755b40a83ef129c2143c7b8371047e476a96b90855","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":43,"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 rental kitchen renovation. Two of the seven platforms in this study named it during the ranking stage — deepseek and google — and both listed it at rank 1, but the remaining five platforms evaluated it without ranking it. The strongest reason to consider it is its all-wood, plywood-sided Shaker cabinetry with soft-close hardware and dovetail drawers, sold at competitive prices with a trade discount channel. The main limitation is timeline reliability: the company states delivery dates are estimates, and independent reviews repeatedly describe delays, damaged…","target_buyer":"A landlord refreshing a rental kitchen between tenancies, prioritising durability and fast turnaround over bespoke design.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["turnaround speed","durable finish selection","multi-unit pricing","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-renovation-contractors-for-rental-and-investment-properties","title":"Best Kitchen Renovation Contractors for Rental and Investment Properties","use_case":"rental kitchen renovation"}}