{"citations":{"source_mix":{"company_owned":19,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":6},"total_sources":31,"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 Hardwood Flooring Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"hardwood floor installation","subject":"A Plus Hardwood Floors Inc","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"A Plus Hardwood Floors Inc","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"A Plus Hardwood Floors Inc","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"A Plus Hardwood Floors Inc","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"A Plus Hardwood Floors Inc","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"A Plus Hardwood Floors Inc","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/hardwood-floor-installation/a-plus-hardwood-floors-inc.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/hardwood-floor-installation/a-plus-hardwood-floors-inc","report_type":"fit_review","study_id":"HICI-STUDY-D7D0A4E28CA9","title":"A Plus Hardwood Floors Inc 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.","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.","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 08:37:19.748105+00","research_date":"2026-10-02","source_snapshot_sha256":"7d51060aeecff3849063ba5567170e9e23d4622d96f2ab57478fa00ea6b308b2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"A Plus Hardwood Floors Inc is a mixed-to-good fit for hardwood floor installation, but only for homeowners in Palatine, Illinois and the surrounding northwest Chicago suburbs. Two of seven platforms named the company during the ranking stage (anthropic, kimi), giving it a 28.6% share of included platform responses, an average listed rank of 2.5, and a best listed rank of 1. The strongest reason to consider it is a broad, publicly described installation scope covering solid and engineered hardwood, subfloor preparation, moisture testing, acclimation, and site finishing. The main limitation is…","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"}}