{"citations":{"source_mix":{"company_owned":41,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":45,"partial":9},"total_sources":56,"unique_domain_count":19},"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 Remodelers for Accessible and Aging-in-Place Designs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok"],"predicate":"final_consensus_rank","qualifier":"accessible kitchen renovation","subject":"Kitchen Magic","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Kitchen Magic","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Kitchen Magic","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Kitchen Magic","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Kitchen Magic","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/accessible-kitchen-renovation/kitchen-magic.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/accessible-kitchen-renovation/kitchen-magic","report_type":"fit_review","study_id":"HICI-STUDY-6E74F6EA8894","title":"Kitchen Magic Review for Accessible and Aging-in-Place Designs"},"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 21:47:43.068111+00","research_date":"2026-10-02","source_snapshot_sha256":"fe6974e2b42422fd365d963f069d44e519fba4dcb6036d5ae57cff9b8661cf0a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":48,"qualified_finalists":6,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Kitchen Magic is a good, but not fully verified, fit for accessible kitchen renovation when the project is primarily cabinet refacing or cabinet modification rather than a full structural rebuild. Two of seven platforms named Kitchen Magic during the ranking stage (deepseek, grok), both at rank 6, giving it a 28.6% share of included platform responses. The strongest reason to consider it is that Kitchen Magic publishes explicit wheelchair-accessible kitchen content covering lowered counters (30–34 inches), pull-down shelving, pull-out storage, and roll-under sink and cooktop space. The main…","target_buyer":"A household adapting a kitchen for a wheelchair user or an older resident, needing reachable storage, seated work surfaces and safe clearances.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["universal design expertise","varied counter heights","reachable storage solutions","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-remodelers-for-accessible-and-aging-in-place-designs","title":"Best Kitchen Remodelers for Accessible and Aging-in-Place Designs","use_case":"accessible kitchen renovation"}}