{"citations":{"source_mix":{"company_owned":30,"independent":16,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":9},"total_sources":46,"unique_domain_count":13},"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 Flooring Companies Offering Fast or Next-Day Installation","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"fast flooring installation","subject":"Empire Today","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Empire Today","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Empire Today","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Empire Today","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Empire Today","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/fast-flooring-installation/empire-today.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/fast-flooring-installation/empire-today","report_type":"fit_review","study_id":"HICI-STUDY-33D34463B284","title":"Empire Today Review for fast flooring 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.","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 22:11:19.436127+00","research_date":"2026-10-02","source_snapshot_sha256":"cf9eb425185bd8f40bd1a835ed14996c9183e96ee25c78cf7999a327e6feae61","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Empire Today is a good but conditional fit for fast flooring installation. Five of the seven platforms in this study named it during the ranking stage, and it finished with an average listed rank of 2.6 and a best rank of 1. Its strongest asset is a shop-at-home model that bundles free in-home measuring, an on-the-spot all-inclusive estimate, and next-day professional installation on locally in-stock styles in select areas . The main limitation is that next-day service is availability-based, not guaranteed: it depends on local stock and service area, excludes floor preparation, and is…","target_buyer":"A homeowner working to a hard deadline, such as a move-in or sale, who needs flooring measured and fitted within days.","topic":{"base_category":"Flooring Installation","category_criteria":["in-stock inventory depth","scheduling speed","measure-to-fit turnaround","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-flooring-companies-offering-fast-or-next-day-installation","title":"Best Flooring Companies Offering Fast or Next-Day Installation","use_case":"fast flooring installation"}}