{"buyer_scenarios":[{"fit":"best_suited","scenario":"Older Jacksonville homes where galvanized supply lines or accessible cast-iron drains must be replaced during a bathroom renovation (, anthropic:src15-4)."},{"fit":"best_suited","scenario":"Slab-foundation bathrooms requiring concrete cutting and re-pour for drain relocation (, anthropic:src18-8)."},{"fit":"best_suited","scenario":"Historic neighborhoods such as Riverside, Avondale, San Marco, and Springfield, where the company states it works around original piping and vintage tile (anthropic:src18-6, anthropic:src45-8)."},{"fit":"best_suited","scenario":"Projects needing plumbing rough-in, fixture relocation, dual-vanity rough-ins, or thermostatic shower valve installation coordinated with other trades (, anthropic:src3-1)."},{"fit":"not_best_suited","scenario":"Buyers who require published fixed pricing before contacting a contractor — no project price is published ."},{"fit":"not_best_suited","scenario":"Buyers who need a documented workmanship warranty with stated duration and exclusions before signing (, anthropic:src35-5)."},{"fit":"not_best_suited","scenario":"Buyers who require independently demonstrated historic-home restoration outcomes or extensive cast-iron replacement references ."},{"fit":"not_best_suited","scenario":"Buyers outside the Jacksonville service area — the company states it serves 32 Jacksonville ZIP codes from two local dispatch points (, anthropic:src31-6)."}],"citations":{"source_mix":{"company_owned":18,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":11,"partial":2},"total_sources":22,"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 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","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"older home bathroom replumb","subject":"RiverCity Plumbing JAX","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":"RiverCity Plumbing JAX","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"RiverCity Plumbing JAX","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"RiverCity Plumbing JAX","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"RiverCity Plumbing JAX","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"RiverCity Plumbing JAX","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"RiverCity Plumbing JAX","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/older-home-bathroom-replumb/rivercity-plumbing-jax.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/older-home-bathroom-replumb/rivercity-plumbing-jax","report_type":"fit_review","study_id":"HICI-STUDY-0045B9882861","title":"RiverCity Plumbing JAX 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 18:24:07.220496+00","research_date":"2026-10-02","source_snapshot_sha256":"6e7df9c40d9328a6e9abef01e79d20a529f6b6c3a77e1f3544f4cf59a74939d4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":8,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"RiverCity Plumbing JAX is a mixed-to-good fit for an older home bathroom replumb, but only for the plumbing scope. Three of seven platforms named it during the ranking stage (anthropic, kimi, perplexity), with an average listed rank of 3.67 and a best rank of 3. Its strongest asset is a documented plumbing scope that matches the use case: slab cutting, drain relocation, galvanized supply-line replacement, and integration of new PEX and PVC with original galvanized and cast-iron systems . The main limitation is that it is not a full bathroom remodeler — demolition, waterproofing, tile,…","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"}}