{"citations":{"source_mix":{"company_owned":20,"independent":8,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":3},"total_sources":30,"unique_domain_count":15},"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 Contractors for Open-Concept Kitchen Wall Removal","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"open concept kitchen conversion","subject":"Elbaz Construction Corp","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Elbaz Construction Corp","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Elbaz Construction Corp","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Elbaz Construction Corp","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Elbaz Construction Corp","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Elbaz Construction Corp","unit":"platforms","value":1},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Elbaz Construction Corp","unit":"platforms","value":2}],"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":4,"name":"Elbaz Construction Corp","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/open-concept-kitchen-conversion/elbaz-construction-corp.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/open-concept-kitchen-conversion/elbaz-construction-corp","report_type":"fit_review","study_id":"HICI-STUDY-CAA88CA9C9D9","title":"Elbaz Construction Corp Review for Open-Concept Kitchen Wall Removal"},"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 17:13:47.351749+00","research_date":"2026-10-02","source_snapshot_sha256":"8d56feef5c6d6e3d91ca5b539e2cda559d733f024a0f6684914d58152032a6c4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Elbaz Construction Corp is a mixed-to-good fit for open-concept kitchen conversion in South Florida, but only with heavy buyer verification. Two of seven platforms named it during ranking discovery (deepseek, kimi), at an average listed rank of 3.5 and a best rank of 3. Its strongest asset is a service page that directly addresses load-bearing wall removal: structural assessment, sealed engineering, temporary support, beam installation, permitting, and kitchen finishing under one licensed contractor (, google:citelbazopenconceptservice). The main limitation is verification: no published…","target_buyer":"A homeowner removing a wall between kitchen and living space, where load-bearing assessment and beam installation are part of the job.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["structural engineering support","load-bearing beam installation","permit handling","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-contractors-for-open-concept-kitchen-wall-removal","title":"Best Contractors for Open-Concept Kitchen Wall Removal","use_case":"open concept kitchen conversion"}}