{"buyer_scenarios":[{"fit":"best_suited","scenario":"A standard replacement using products purchased through Home Depot ."},{"fit":"best_suited","scenario":"Homeowners who value centralized product ordering and a formal installation-services process ."},{"fit":"best_suited","scenario":"Projects with accessible existing plumbing and no concealed damage, tile work, electrical changes, or layout modifications (, kimi:uhsremodeling)."},{"fit":"best_suited","scenario":"Buyers willing to verify the assigned installer and obtain a detailed written scope before work begins ."},{"fit":"not_best_suited","scenario":"Complex supply or waste relocation, uneven or damaged walls, concealed leaks, or custom fabrication ."},{"fit":"not_best_suited","scenario":"Projects involving fixture hole configuration mismatch or non-standard supply or drain placement requiring professional adaptation ."},{"fit":"not_best_suited","scenario":"Buyers seeking comprehensive fixture compatibility assessment before installation ."},{"fit":"not_best_suited","scenario":"Situations requiring warranty coverage beyond 12 months or custom waterproofing measures ."}],"citations":{"source_mix":{"company_owned":27,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":11},"total_sources":42,"unique_domain_count":18},"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 Vanity and Fixture Installation Specialists","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"vanity and fixture replacement","subject":"Home Depot","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Home Depot","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Home Depot","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Home Depot","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.8333333333333335,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Home Depot","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/vanity-and-fixture-replacement/home-depot.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/vanity-and-fixture-replacement/home-depot","report_type":"fit_review","study_id":"HICI-STUDY-59AB17D4AA34","title":"Home Depot Review for vanity and fixture replacement"},"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":"2026-10-02 16:08:55.852312+00","research_date":"2026-10-02","source_snapshot_sha256":"11c0d3f5e3dff291f2742b4414acb0538d0a89f79f25d66aa8a6191dd7909974","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":7,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Home Depot is a mixed fit for vanity and fixture replacement. Six of the seven platforms in this study named Home Depot during the ranking stage, and it finished with an average listed rank of 2.83 and a best rank of 2. Its strongest advantage is one-stop sourcing: a homeowner can buy the vanity, sink, faucet, and mirror and arrange installation through a single national program, with a free in-home consultation and a stated 1-year labor warranty. The main limitation is that execution runs through local third-party installers, and public evidence does not clearly document…","target_buyer":"A homeowner swapping vanity, sink, taps and mirror without touching tiling or layout.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["fixture compatibility checks","supply and waste adaptation","finish matching","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-vanity-and-fixture-installation-specialists","title":"Best Bathroom Vanity and Fixture Installation Specialists","use_case":"vanity and fixture replacement"}}