{"citations":{"source_mix":{"company_owned":28,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":6},"total_sources":35,"unique_domain_count":8},"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 Remodelers for Older Homes Needing Plumbing Relocation","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"older home bathroom replumb","subject":"Neil Kelly Company","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Neil Kelly Company","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Neil Kelly Company","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Neil Kelly Company","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Neil Kelly Company","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Neil Kelly Company","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/older-home-bathroom-replumb/neil-kelly-company.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/older-home-bathroom-replumb/neil-kelly-company","report_type":"fit_review","study_id":"HICI-STUDY-B896581E9D47","title":"Neil Kelly Company Review for Older Homes Needing Plumbing Relocation"},"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 18:32:56.555115+00","research_date":"2026-10-02","source_snapshot_sha256":"bd29dfbabe95d5c3e5d1cb95d4060b0a234b273af8c9bfe04ac9cb8fb540b997","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":8,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Neil Kelly Company is a good fit for an older home bathroom replumb when the buyer wants one design-build firm to coordinate demolition, permits, plumbing relocation, waterproofing, tile, fixtures, and finishing — and the property sits inside its Oregon/Washington service area. Two of seven platforms named Neil Kelly during the ranking stage, at an average listed rank of 2.0. The strongest reason to consider it is a documented older-home process: pre-demo moisture and rot assessment, fixed-price contracting, licensed plumbing, and a five-year workmanship warranty. The main limitation is that…","target_buyer":"An owner of an older property where the renovation uncovers galvanised or cast iron pipework that must be replaced as part of the job.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["legacy pipework replacement","concealed damage handling","code upgrade work","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-remodelers-for-older-homes-needing-plumbing-relocation","title":"Best Bathroom Remodelers for Older Homes Needing Plumbing Relocation","use_case":"older home bathroom replumb"}}