{"citations":{"source_mix":{"company_owned":24,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":6},"total_sources":38,"unique_domain_count":14},"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 Solar Companies for High-End Luxury Homes with Premium Aesthetics","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"luxury aesthetic solar installation","subject":"Lumos Solar","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Lumos Solar","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Lumos Solar","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lumos Solar","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Lumos Solar","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Lumos Solar","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/luxury-aesthetic-solar-installation/lumos-solar.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/luxury-aesthetic-solar-installation/lumos-solar","report_type":"fit_review","study_id":"HSCI-STUDY-5DB3E5E2B4ED","title":"Lumos Solar Review for High-End Luxury Homes with Premium Aesthetics"},"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":"2026-09-30 18:20:58.260587+00","research_date":"2026-09-30","source_snapshot_sha256":"319ba9e329c16e8763759a9f3f6cdd79f43b254c7ea31e8a5069d9671e537260","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":47,"qualified_finalists":6,"ranking_unit":"Luxury solar installation company"},"schema_version":4,"summary":"Lumos Solar is a good fit for luxury aesthetic solar installation, with a design-led advantage rather than a verified turnkey service guarantee. Two of seven platforms named Lumos Solar during the ranking stage (28.6% of included platform responses), at an average listed rank of 3.0 and a best listed rank of 3. The strongest reason to consider it is its architectural product line: LSX frameless and GSX bifacial glass-glass modules paired with SolarScape mounting structures designed for canopies, awnings, façades, carports, and pergolas rather than conventional rooftop arrays. The main…","target_buyer":"Affluent homeowner prioritizing design and premium components","topic":{"base_category":"Solar Panel Installation and Energy Systems","category_criteria":["premium panel aesthetics","sleek mounting options","top tier component brands","white glove service","custom design"],"geography":"United States","slug":"best-solar-companies-for-high-end-luxury-homes-with-premium-aesthetics","title":"Best Solar Companies for High-End Luxury Homes with Premium Aesthetics","use_case":"luxury aesthetic solar installation"}}