{"citations":{"source_mix":{"company_owned":23,"independent":11,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":5},"total_sources":35,"unique_domain_count":14},"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","kimi"],"predicate":"final_consensus_rank","qualifier":"Solar shingle and solar-ready roofing","subject":"Go Solar Power","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Go Solar Power","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Go Solar Power","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Go Solar Power","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Go Solar Power","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Go Solar Power","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/solar-shingle-solar-ready-roofing/go-solar-power.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/solar-shingle-solar-ready-roofing/go-solar-power","report_type":"fit_review","study_id":"HSCI-STUDY-612F82CF9C3A","title":"Go Solar Power 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.","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":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 01:23:12.379521+00","research_date":"2026-10-01","source_snapshot_sha256":"0dd418837ef8583e402fe72e5a1b53cb2ef0ddada1d6a1a02cdd54b91953e18a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":9,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Go Solar Power is a mixed fit for a homeowner replacing a roof and seeking solar shingle or solar-ready roofing. Two of six platforms named it during the ranking stage, at an average listed rank of 5.5 and a best rank of 4. Its strongest case is coordinated roof replacement plus no-penetration solar mounting in Florida, backed by active state roofing and solar licenses. The main limitation is that no reviewed source verifies integrated solar-shingle installation expertise, and pricing, warranty integration, and production guarantees are not publicly documented. Buyers should treat it as a…","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"}}