{"citations":{"source_mix":{"company_owned":225,"independent":170,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":322,"partial":54},"total_sources":399,"unique_domain_count":98},"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","google","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"The Home Depot","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"The Home Depot","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Empire Today","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Empire Today","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Floor Coverings International","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Floor Coverings International","unit":"platforms","value":4},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","openai"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Carpet One Floor & Home","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Carpet One Floor & Home","unit":"platforms","value":3},{"claim_id":"claim-010","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-011","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-012","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"50Floor","unit":"rank","value":6},{"claim_id":"claim-013","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"50Floor","unit":"platforms","value":3},{"claim_id":"claim-014","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Lowe's","unit":"rank","value":7},{"claim_id":"claim-015","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Lowe's","unit":"platforms","value":3},{"claim_id":"claim-016","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Flooring America","unit":"rank","value":8},{"claim_id":"claim-017","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Flooring America","unit":"platforms","value":2},{"claim_id":"claim-018","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Carpet Weavers","unit":"rank","value":9},{"claim_id":"claim-019","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Carpet Weavers","unit":"platforms","value":2},{"claim_id":"claim-020","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Metro Detroit Carpet","unit":"rank","value":10},{"claim_id":"claim-021","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Metro Detroit Carpet","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"The Home Depot","platform_mentions":6,"platform_share":0.8571428571428571},{"average_rank":3,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Empire Today","platform_mentions":5,"platform_share":0.7142857142857143},{"average_rank":4.25,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Floor Coverings International","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":2.3333333333333335,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Carpet One Floor & Home","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":2.6666666666666665,"best_rank":2,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"Luna","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":5.666666666666667,"best_rank":3,"entity_id":"entity-006","entity_type":"company","final_rank":6,"name":"50Floor","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":7,"best_rank":5,"entity_id":"entity-007","entity_type":"company","final_rank":7,"name":"Lowe's","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":3,"best_rank":1,"entity_id":"entity-008","entity_type":"company","final_rank":8,"name":"Flooring America","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5,"best_rank":4,"entity_id":"entity-009","entity_type":"company","final_rank":9,"name":"Carpet Weavers","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":6,"best_rank":3,"entity_id":"entity-010","entity_type":"company","final_rank":10,"name":"Metro Detroit Carpet","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/carpet-purchase-and-fitting.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/carpet-purchase-and-fitting","report_type":"best_of_index","study_id":"HICI-STUDY-F48E0C4B5C4A","title":"Best Carpet Retailers and Installation Companies (2026)"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 12:25:51.145008+00","research_date":"2026-10-02","source_snapshot_sha256":"83247c0bf5480efae78bfd874732c00840bb7fa4e80c728bc8758f1d9c4ff50f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"The Home Depot is the consensus leader for carpet purchase and fitting in this 7-platform study, named by 6 of 7 platforms (85.7% share) at an average listed position of 4.0 and a best position of 1. Empire Today ranks second (5 mentions, 71.4%, average 3.0) as the strongest alternative for buyers who prioritize shop-at-home convenience and next-day installation. Floor Coverings International (4 mentions, 57.1%) is the best fit for buyers who want samples evaluated in their own bedrooms and lighting. Carpet One Floor & Home has the strongest average listed position of any entity (2.33) but…","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"}}