{"citations":{"source_mix":{"company_owned":25,"independent":18,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":5},"total_sources":44,"unique_domain_count":25},"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":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"Solar shingle and solar-ready roofing","subject":"Semper Solaris","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Semper Solaris","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semper Solaris","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semper Solaris","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Semper Solaris","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Semper Solaris","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/solar-shingle-solar-ready-roofing/semper-solaris.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/solar-shingle-solar-ready-roofing/semper-solaris","report_type":"fit_review","study_id":"HSCI-STUDY-D53AC58C4E0F","title":"Semper Solaris 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.","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":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 01:19:11.026296+00","research_date":"2026-10-01","source_snapshot_sha256":"8a978f2db6ac1d1ca9f87d5372f5e9673a449710573017d734e0dc1036bd6507","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":9,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Semper Solaris is a mixed fit for Solar shingle and solar-ready roofing. Two of the six included platforms named it during the ranking stage, and those two placed it at an average rank of 2.0 (best rank 1). The strongest reason to consider it is its dual role as an Owens Corning Platinum Preferred roofing contractor and a solar installer, which supports simultaneous roof replacement and conventional panel installation with aligned warranty periods. The main limitation is that no reviewed official source verifies a photovoltaic solar-shingle product, manufacturer certification, or published…","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"}}