{"citations":{"source_mix":{"company_owned":13,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":3},"total_sources":25,"unique_domain_count":9},"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 Remodeling Contractors for Historic and Period Homes","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"historic kitchen renovation","subject":"Architectural Craftsmen","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Architectural Craftsmen","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Architectural Craftsmen","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Architectural Craftsmen","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":"Architectural Craftsmen","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Architectural Craftsmen","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/historic-kitchen-renovation/architectural-craftsmen.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/historic-kitchen-renovation/architectural-craftsmen","report_type":"fit_review","study_id":"HICI-STUDY-8354F400BBBE","title":"Architectural Craftsmen Review for Historic and Period Homes"},"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 19:30:52.246052+00","research_date":"2026-10-02","source_snapshot_sha256":"f313e96ee2f649701907f8f0b05ea00d561d26f67f0fadddf9565fb556f7e64b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":47,"qualified_finalists":4,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Architectural Craftsmen is a good fit for historic kitchen renovation if the property sits in the Kansas City metro area and the owner wants a full-service design-build firm with documented period-detailing experience. Two of the seven platforms in this study named the company during ranking discovery — Google and OpenAI — giving it a 28.6% share of included platform responses, an average listed rank of 3.5, and a best listed rank of 3. The strongest reason to consider it is its concentration of historic-renovation awards, pre-1940s specialization, and custom trim and reproduction…","target_buyer":"An owner of a pre-war or listed property who needs period-appropriate detailing and sensitivity to original fabric.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["period detailing experience","preservation compliance","original material matching","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-remodeling-contractors-for-historic-and-period-homes","title":"Best Kitchen Remodeling Contractors for Historic and Period Homes","use_case":"historic kitchen renovation"}}