{"citations":{"source_mix":{"company_owned":20,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":10},"total_sources":37,"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 Remodelers for Older Homes Needing Plumbing Relocation","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"older home bathroom replumb","subject":"Prima Construction","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Prima Construction","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Prima Construction","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Prima Construction","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Prima Construction","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.6666666666666667,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Prima Construction","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/older-home-bathroom-replumb/prima-construction.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/older-home-bathroom-replumb/prima-construction","report_type":"fit_review","study_id":"HICI-STUDY-91697BE44A1D","title":"Prima Construction 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 18:25:46.772598+00","research_date":"2026-10-02","source_snapshot_sha256":"5721f339583ab8c51a3c7b8a3fbf1335014a54697711fc7be33deffba5b6c221","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":8,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Prima Construction is a plausible-to-good fit for an older home bathroom replumb in the Twin Cities, but not a fully verified one. Three of seven platforms named it during ranking discovery, and those three ranked it first or third. The strongest reason to consider it: Prima explicitly markets replacement of corroded galvanized water lines and rotting cast-iron waste stacks as part of older-home bathroom remodels, backed by strong independent review ratings and a fixed-price contract model. The main limitation: no reviewed source confirms who performs the plumbing, what the workmanship…","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"}}