{"citations":{"source_mix":{"company_owned":19,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":2},"total_sources":33,"unique_domain_count":17},"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 Kitchen Island and Peninsula Installation Specialists","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity"],"predicate":"final_consensus_rank","qualifier":"kitchen island installation","subject":"MacLaren Kitchen & Bath","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"MacLaren Kitchen & Bath","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"MacLaren Kitchen & Bath","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"MacLaren Kitchen & Bath","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"MacLaren Kitchen & Bath","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.5,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"MacLaren Kitchen & Bath","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/kitchen-island-installation/maclaren-kitchen-bath.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/kitchen-island-installation/maclaren-kitchen-bath","report_type":"fit_review","study_id":"HICI-STUDY-061E806766FB","title":"MacLaren Kitchen & Bath Review for kitchen island installation"},"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 20:29:56.453529+00","research_date":"2026-10-02","source_snapshot_sha256":"e6bd3bb2a61140c57a4ec6df58dc11a0ed915ee158863143f28f70b0e81f2106","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":3,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"MacLaren Kitchen & Bath is a mixed fit for kitchen island installation, and the answer depends on how much utility work the island needs. Two of seven platforms named it during the ranking stage, at an average listed rank of 7.5 and a best rank of 7. Its strongest case is custom island cabinetry with coordinated countertop fabrication and installation in southeastern Pennsylvania. The main limitation is that public evidence does not clearly confirm MacLaren itself performs or manages electrical, plumbing, gas, or ventilation routing to a central island, and no verified island pricing,…","target_buyer":"A homeowner adding an island or peninsula that needs electrical, and often plumbing or ventilation, run to the middle of the room.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["utility routing to island","countertop overhang support","seating ergonomics","project scope handled","design service quality","cabinetry and material sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-kitchen-island-and-peninsula-installation-specialists","title":"Best Kitchen Island and Peninsula Installation Specialists","use_case":"kitchen island installation"}}