{"citations":{"source_mix":{"company_owned":12,"independent":28,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":7},"total_sources":41,"unique_domain_count":16},"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 Carpet Retailers and Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Luna","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Luna","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Luna","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":"Luna","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Luna","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Luna","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Luna","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/carpet-purchase-and-fitting/luna.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/carpet-purchase-and-fitting/luna","report_type":"fit_review","study_id":"HICI-STUDY-32FB24BE01E9","title":"Luna Review for carpet purchase and fitting"},"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 12:11:36.528783+00","research_date":"2026-10-02","source_snapshot_sha256":"b0f2dd989841527f0d84c6374f03df58537da8f3f3ceae7fc91554d608d30105","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Luna is a mixed fit for carpet purchase and fitting. Three of the seven platforms that evaluated fit named Luna during the ranking stage (anthropic, deepseek, kimi), a 43% share of included platform responses, with an average listed rank of 2.67 and a best rank of 2. The strongest reason to consider Luna is convenience: in-home sample selection, bundled material-plus-installation pricing, stair installation that can be arranged, a 110% Low Price Guarantee, a one-year installation workmanship warranty, and an optional multi-year service plan . The main limitation is that advertised promotions…","target_buyer":"A homeowner carpeting bedrooms or stairs and comparing fibre, underlay and fitting quality on stairs and transitions.","topic":{"base_category":"Flooring Installation","category_criteria":["fibre and pile options","underlay quality","stair and transition fitting","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-carpet-retailers-and-installation-companies","title":"Best Carpet Retailers and Installation Companies","use_case":"carpet purchase and fitting"}}