{"citations":{"source_mix":{"company_owned":17,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":10},"total_sources":25,"unique_domain_count":11},"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":["anthropic","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"rental kitchen renovation","subject":"Tell Projects TX","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Tell Projects TX","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Tell Projects TX","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Tell Projects TX","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Tell Projects TX","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Tell Projects TX","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Tell Projects TX","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/rental-kitchen-renovation/tell-projects-tx.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/rental-kitchen-renovation/tell-projects-tx","report_type":"fit_review","study_id":"HICI-STUDY-DFA136F6AE90","title":"Tell Projects TX 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.","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.","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 22:48:29.217799+00","research_date":"2026-10-02","source_snapshot_sha256":"9ae841b589e5c0bccb298191706c60970b99b528d94e6d9527b3156dc5e879ba","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":"Tell Projects TX is a good fit, with conditions, for Houston-area landlords refreshing rental kitchens between tenancies. Three of seven platforms named it during the ranking stage (43% of included platform responses), at an average listed rank of 4.0 and a best rank of 3. Its strongest advantage is explicit multifamily specialization: unit-turnover programs, stated volume pricing for five or more units, and a scope that bundles kitchens with flooring, fixtures, paint, and cleanup. The main limitation is verification: the advertised 3-5 day kitchen timeline is not clearly substantiated on…","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"}}