{"citations":{"source_mix":{"company_owned":16,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":20,"partial":7},"total_sources":27,"unique_domain_count":15},"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 Bathroom Renovation Contractors for Rental and Multi-Unit Properties","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"rental bathroom renovation","subject":"Classic Home Contractors","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Classic Home Contractors","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Classic Home Contractors","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Classic Home Contractors","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Classic Home Contractors","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Classic Home Contractors","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/rental-bathroom-renovation/classic-home-contractors.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/rental-bathroom-renovation/classic-home-contractors","report_type":"fit_review","study_id":"HICI-STUDY-2A3EC3058A6B","title":"Classic Home Contractors Review for Rental and Multi-Unit 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.","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":"2026-10-03 00:05:24.696462+00","research_date":"2026-10-02","source_snapshot_sha256":"c18eb4afdfeefe35cfeebde94e998ca71d9ef6d84dba62bafc342c771d3a2d33","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":5,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Classic Home Contractors is a mixed fit for rental bathroom renovation. Two of the seven platforms in this study named it during the ranking stage — Anthropic (rank 4) and Grok (rank 5) — giving it an average listed rank of 4.5 and a 28.6% share of included platform responses. The strongest reason to consider it is a licensed San Diego design-build contractor (CSLB #1115508) that publicly advertises rental-property and commercial multi-unit bathroom remodeling with occupied-space management, plus a claimed 2–4 week bathroom turnaround . The main limitation is that no independent source…","target_buyer":"A landlord or property manager renovating bathrooms across tenancies or units, prioritising durability and repeatable spec.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["turnaround speed","durable finish selection","multi-unit pricing","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-bathroom-renovation-contractors-for-rental-and-multi-unit-properties","title":"Best Bathroom Renovation Contractors for Rental and Multi-Unit Properties","use_case":"rental bathroom renovation"}}