{"citations":{"source_mix":{"company_owned":28,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":4},"total_sources":40,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Solar Shingle and Solar-Ready Roofing Installers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google","kimi"],"predicate":"final_consensus_rank","qualifier":"Solar shingle and solar-ready roofing","subject":"Resnick Roofing & Contracting","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Resnick Roofing & Contracting","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":"Resnick Roofing & Contracting","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Resnick Roofing & Contracting","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Resnick Roofing & Contracting","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Resnick Roofing & Contracting","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/solar-shingle-solar-ready-roofing/resnick-roofing-contracting.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/solar-shingle-solar-ready-roofing/resnick-roofing-contracting","report_type":"fit_review","study_id":"HSCI-STUDY-5720727C9949","title":"Resnick Roofing & Contracting Review for Solar shingle and solar-ready roofing"},"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.","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 Services Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","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 01:07:11.248131+00","research_date":"2026-10-01","source_snapshot_sha256":"a58546a135cbf37f293f6a7028548610d2f72dc52fba6b519ce74117d5df0853","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":9,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Resnick Roofing & Contracting is a good fit for a Pittsburgh-area homeowner replacing a roof who wants GAF Energy Timberline Solar integrated shingles, but it is not a verified best choice until certification, product version, production modeling, structural scope, and warranty terms are confirmed in writing. Three of six platforms named Resnick during the ranking stage (anthropic, google, kimi), a 50% share of included platform responses, at an average listed rank of 6.0 and best listed rank of 5. The strongest reason to consider it is that it publicly markets the exact requested product…","target_buyer":"A homeowner replacing their roof who also wants to integrate solar shingles or ensure the new roof is properly prepared for solar panels.","topic":{"base_category":"Roofing Services","category_criteria":["solar shingle installation expertise","structural solar-readiness","coordination with solar equipment providers","energy production performance","warranty integration"],"geography":"United States","slug":"best-solar-shingle-and-solar-ready-roofing-installers","title":"Best Solar Shingle and Solar-Ready Roofing Installers","use_case":"Solar shingle and solar-ready roofing"}}