{"citations":{"source_mix":{"company_owned":22,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":4},"total_sources":40,"unique_domain_count":12},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","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","openai"],"predicate":"final_consensus_rank","qualifier":"hardwood floor installation","subject":"The Home Depot","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"The Home Depot","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"The Home Depot","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/hardwood-floor-installation/the-home-depot.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/hardwood-floor-installation/the-home-depot","report_type":"fit_review","study_id":"HICI-STUDY-A0E479ABDB7D","title":"The Home Depot 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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_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 09:02:54.552647+00","research_date":"2026-10-02","source_snapshot_sha256":"4ade5be715596f5ee7a9de3ff85d68db32005315958aa853147862558add6735","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"The Home Depot is a mixed fit for hardwood floor installation. Two of the seven configured platforms named it during the ranking stage, and six of seven returned a usable fit assessment; five of those six rated it mixed and one rated it good. The strongest reason to consider it is a coordinated retail-install bundle: free in-home measurement, product selection, published cost guidance, and an advertised labor warranty on hardwood installation. The main limitation is that installation is performed through local independent service providers, and public documentation of subfloor flatness…","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"}}