{"citations":{"source_mix":{"company_owned":22,"independent":42,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":55,"partial":9},"total_sources":64,"unique_domain_count":22},"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 Hardwood Flooring Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"hardwood floor installation","subject":"Empire Today","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Empire Today","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Empire Today","unit":"platforms","value":7}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Empire Today","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/hardwood-floor-installation/empire-today.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/hardwood-floor-installation/empire-today","report_type":"fit_review","study_id":"HICI-STUDY-E7887624FE4C","title":"Empire Today Review for hardwood floor 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.","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 08:59:00.153992+00","research_date":"2026-10-02","source_snapshot_sha256":"c4cf941f21c56d3bbc9558b6fde7b084b93dca22c47e873af4015b2d46ffffbc","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Empire Today is a mixed fit for hardwood floor installation. Two of the seven platforms in this study named it during the ranking stage, at an average listed rank of 5.5 and a best rank of 3. Its strongest argument is convenience: in-home sampling, measurement, an all-inclusive quote, and next-day installation on in-stock styles. The main limitation is verification. Public evidence does not document a standardized subfloor-preparation scope or acclimatisation protocol, installation is performed by independent contractors, and the installation workmanship warranty runs one year. Buyers who…","target_buyer":"A homeowner laying solid or engineered hardwood across main living areas and comparing installers on subfloor prep and finish.","topic":{"base_category":"Flooring Installation","category_criteria":["subfloor preparation","acclimatisation practice","site finishing quality","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-hardwood-flooring-installation-companies","title":"Best Hardwood Flooring Installation Companies","use_case":"hardwood floor installation"}}