{"citations":{"source_mix":{"company_owned":27,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":2},"total_sources":46,"unique_domain_count":19},"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 Solar Installation Companies for Small Businesses and Commercial Buildings","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"Solar Landscape","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Solar Landscape","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Solar Landscape","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Solar Landscape","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Solar Landscape","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/commercial-small-business-solar/solar-landscape.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/commercial-small-business-solar/solar-landscape","report_type":"fit_review","study_id":"HSCI-STUDY-D241EC9F2B21","title":"Solar Landscape Review for Small Businesses and Commercial Buildings"},"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 04:47:17.732465+00","research_date":"2026-10-01","source_snapshot_sha256":"f67d77fdfece8a0dd908d48f58873824ee2e57c48f9b533ded35a9e08fff1e92","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":6,"ranking_unit":"Commercial solar installation company"},"schema_version":4,"summary":"Solar Landscape is a mixed fit for commercial small business solar installation. Two of seven platforms named it during the ranking stage, with an average listed rank of 1.5 and a best rank of 1. Its strongest advantage is a zero-CapEx, turnkey rooftop model in which Solar Landscape finances, builds, owns, and operates the system, paying the property owner lease revenue instead of selling them a system. The main limitation is structural: the company typically targets rooftops of at least 30,000–40,000 square feet of usable space, and its standard model is front-of-the-meter or community…","target_buyer":"Small business or commercial property owner","topic":{"base_category":"Solar Panel Installation and Energy Systems","category_criteria":["commercial system design","business tax incentive knowledge","larger scale installation capability","commercial financing options","minimal business disruption"],"geography":"United States","slug":"best-solar-installation-companies-for-small-businesses-and-commercial-buildings","title":"Best Solar Installation Companies for Small Businesses and Commercial Buildings","use_case":"commercial small business solar installation"}}