{"citations":{"source_mix":{"company_owned":30,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":7},"total_sources":56,"unique_domain_count":24},"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 Basement and Below-Grade Flooring Specialists","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"basement floor installation","subject":"Go Flooring","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Go Flooring","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Go Flooring","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Go 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":"Go Flooring","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Go Flooring","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/basement-floor-installation/go-flooring.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/basement-floor-installation/go-flooring","report_type":"fit_review","study_id":"HICI-STUDY-641A8910E3AB","title":"Go Flooring Review for basement 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.","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 16:49:03.393877+00","research_date":"2026-10-02","source_snapshot_sha256":"b7b2e7ac5071a6a3509f3ee28ad0cff7ec743a0421b22e1b052d58b9a76573aa","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":5,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Go Flooring is a mixed fit for basement floor installation. Two of the seven platforms in this study named Go Flooring during the ranking stage, and those two placed it at an average listed rank of 6.5 (best rank 6). Its strongest case is a turnkey package: waterproof rigid-core LVP/LVT supplied and installed by one company, with in-home measurement, written quotes, and company-reported next-day scheduling. The main limitation is moisture documentation. Reviewed public pages do not verify a standardized slab-testing protocol, a specified vapor-mitigation assembly, or consistent below-grade…","target_buyer":"A homeowner flooring a below-grade space where slab moisture and occasional water ingress rule out most products.","topic":{"base_category":"Flooring Installation","category_criteria":["moisture barrier systems","slab testing","water-tolerant product range","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-basement-and-below-grade-flooring-specialists","title":"Best Basement and Below-Grade Flooring Specialists","use_case":"basement floor installation"}}