{"citations":{"source_mix":{"company_owned":21,"independent":15,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":5},"total_sources":37,"unique_domain_count":12},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Flat Roof Coating and Restoration Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"Flat roof coating and restoration","subject":"Tecta America","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Tecta America","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Tecta America","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Tecta America","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Tecta America","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Tecta America","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Tecta America","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/flat-roof-coating-restoration/tecta-america.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/flat-roof-coating-restoration/tecta-america","report_type":"fit_review","study_id":"HSCI-STUDY-EC08E3DFE5A0","title":"Tecta America Review for Flat roof coating and restoration"},"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 Services 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":"2026-09-30 21:28:30.190522+00","research_date":"2026-09-30","source_snapshot_sha256":"bc1b76521495ede742e0b5a4815654f9341ae5c6247db0b4865d1d077cb0b8d1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":46,"qualified_finalists":5,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Tecta America is a good fit for commercial flat-roof owners who want a professionally evaluated liquid-applied coating or restoration instead of full replacement, provided the local operating company is qualified for the specified coating system and the roof passes moisture, adhesion, and substrate testing. Two of the seven platforms in this study named Tecta America during the ranking stage, at an average listed rank of 1.5 and a best rank of 1. The strongest reason to consider it is documented coating and restoration capability, including a manufacturer-documented 100% silicone restoration…","target_buyer":"A commercial or residential flat roof owner who wants to extend the roof's life with a coating system rather than pay for full replacement.","topic":{"base_category":"Roofing Services","category_criteria":["coating system expertise (silicone","acrylic","elastomeric)","surface preparation quality","cost savings versus replacement","warranty on coating longevity","minimal downtime"],"geography":"United States","slug":"best-flat-roof-coating-and-restoration-companies","title":"Best Flat Roof Coating and Restoration Companies","use_case":"Flat roof coating and restoration"}}