{"citations":{"source_mix":{"company_owned":13,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":5},"total_sources":37,"unique_domain_count":17},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Pet-Friendly and Scratch-Resistant Flooring Brands","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"pet resistant flooring","subject":"Robbins","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Robbins","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Robbins","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Robbins","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Robbins","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":"Robbins","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Robbins","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/pet-resistant-flooring/robbins.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/pet-resistant-flooring/robbins","report_type":"fit_review","study_id":"HICI-STUDY-ACC2BDC881DE","title":"Robbins Review for pet resistant flooring"},"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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai"],"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 17:43:07.205356+00","research_date":"2026-10-02","source_snapshot_sha256":"4bfe099a9adaf3327aa7c7b4cba2d19f1a6ee7e715b8f8a177acdf178a72f5c6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Robbins is a good fit for pet resistant flooring if you want genuine hardwood looks with manufacturer-claimed scratch, dent, and moisture protection. Three of six platforms named Robbins during the ranking stage (50% share), at an average listed rank of 5.0 and a best rank of 4. The strongest reason to consider it is ArmorWood Densified Engineered Hardwood, which Robbins markets as 4X more scratch resistant and 6X more dent resistant than traditional engineered hardwood, with waterproof protection and a 50-year residential warranty . The main limitation is evidence quality: the durability…","target_buyer":"A household with dogs or cats choosing flooring that resists claw scratching and accidents without looking industrial.","topic":{"base_category":"Flooring Installation","category_criteria":["scratch and dent resistance","stain and moisture tolerance","traction for pets","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-pet-friendly-and-scratch-resistant-flooring-brands","title":"Best Pet-Friendly and Scratch-Resistant Flooring Brands","use_case":"pet resistant flooring"}}