{"citations":{"source_mix":{"company_owned":31,"independent":11,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":10},"total_sources":43,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Roofing Companies for HOA and Multi-Family Large Scale Reroofing Projects","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"HOA and multi-family large scale reroofing","subject":"Nations Roof","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Nations Roof","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Nations Roof","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Nations Roof","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Nations Roof","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Nations Roof","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Nations Roof","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/hoa-multi-family-large-scale-reroofing/nations-roof.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/hoa-multi-family-large-scale-reroofing/nations-roof","report_type":"fit_review","study_id":"HSCI-STUDY-5075E6521FC0","title":"Nations Roof Review for HOA and Multi-Family Large Scale Reroofing Projects"},"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.","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":"2026-10-01 07:23:37.677848+00","research_date":"2026-10-01","source_snapshot_sha256":"3501f15e804d7137b778155555da6239fc62e187f39e00711a1487271912b7ac","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":46,"qualified_finalists":9,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Nations Roof is a qualified but not fully verified fit for HOA and multi-family large-scale reroofing. Three of seven platforms named it during the ranking stage (deepseek, google, openai), and it finished second overall with an average listed rank of 3.67 and a best rank of 1. Its strongest asset is a purpose-built National Account Services model with dedicated account managers, a 24/7/365 service center, self-performing crews, and portfolio documentation tools (, -3). The main limitation is that no public pricing, standard contract, HOA-specific case studies, or independently verified…","target_buyer":"An HOA board member or multi-family property manager coordinating a reroofing project across multiple units or buildings under a single contract.","topic":{"base_category":"Roofing Services","category_criteria":["large scale project management","bulk pricing and bidding process","phased scheduling to minimize resident disruption","consistent quality across units","contract and compliance documentation"],"geography":"United States","slug":"best-roofing-companies-for-hoa-and-multi-family-large-scale-reroofing-projects","title":"Best Roofing Companies for HOA and Multi-Family Large Scale Reroofing Projects","use_case":"HOA and multi-family large scale reroofing"}}