{"citations":{"source_mix":{"company_owned":17,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":8},"total_sources":42,"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 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":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"fast flooring installation","subject":"Luna Flooring","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Luna Flooring","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Luna Flooring","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Luna Flooring","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Luna Flooring","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Luna Flooring","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/fast-flooring-installation/luna-flooring.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/fast-flooring-installation/luna-flooring","report_type":"fit_review","study_id":"HICI-STUDY-0DDE28631C0B","title":"Luna Flooring 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.","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 22:32:45.680962+00","research_date":"2026-10-02","source_snapshot_sha256":"8008fcea27079ad38b197580d6a7e1757cc15b7ff9a65f828e89d64f100f6421","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Luna Flooring is a mixed fit for fast flooring installation. Two of the seven platforms in this study named Luna during the ranking stage, and it finished with an average listed rank of 6.5 and a best rank of 3. The strongest reason to consider Luna is its advertised one-day installation on in-stock carpet and flooring styles in select areas, paired with free in-home measurement and bundled quoting . The main limitation is that the fast-install claim excludes floor preparation, depends on local inventory and capacity, may take longer than one day to complete, and is supported by materially…","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"}}