{"citations":{"source_mix":{"company_owned":17,"independent":11,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":3},"total_sources":29,"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 Frameless Glass Shower Door Installers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"frameless shower glass","subject":"Plano Shower Door","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Plano Shower Door","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Plano Shower Door","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Plano Shower Door","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Plano Shower Door","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.8,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Plano Shower Door","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/bathroom-remodeling/frameless-shower-glass/plano-shower-door.json","page_url":"https://homeimprovementconsensusindex.com/bathroom-remodeling/frameless-shower-glass/plano-shower-door","report_type":"fit_review","study_id":"HICI-STUDY-383F2AF7DED8","title":"Plano Shower Door Review for frameless shower glass"},"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.","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 20:53:10.301614+00","research_date":"2026-10-02","source_snapshot_sha256":"d487b8d4b3d9519448893a15f70ee0923762243c792d42132e0abcae6fa883af","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":5,"ranking_unit":"Bathroom remodeling contractor or installer"},"schema_version":4,"summary":"Plano Shower Door is a mixed-to-uncertain fit for a homeowner finishing a shower with heavy frameless glass. Five of the seven platforms in this study named it during the ranking stage, with an average listed rank of 1.8 and a best rank of 1. Its strongest argument is narrow specialization: company pages describe custom frameless enclosures measured, fabricated, and installed for Dallas–Fort Worth homeowners, with 3/8-inch to 1/2-inch tempered glass and a claimed lifetime warranty (, -6). The main limitation is evidence quality. Independent review volume is thin, current pricing is…","target_buyer":"A homeowner finishing a shower with heavy frameless glass, where measurement tolerance and hardware anchoring are the risk.","topic":{"base_category":"Bathroom Remodeling","category_criteria":["measurement tolerance","glass thickness options","hardware anchoring quality","project scope handled","waterproofing and tiling quality","fixture sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-frameless-glass-shower-door-installers","title":"Best Frameless Glass Shower Door Installers","use_case":"frameless shower glass"}}