{"citations":{"source_mix":{"company_owned":114,"independent":88,"unclear":9},"sources_referenced_by_questions":0,"support_mix":{"direct":173,"partial":31},"total_sources":211,"unique_domain_count":59},"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":["anthropic","deepseek","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"Sunrun","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Sunrun","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google","grok"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"Freedom Solar Power","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Freedom Solar Power","unit":"platforms","value":3},{"claim_id":"claim-006","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-007","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-008","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"Greenskies Clean Energy","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Greenskies Clean Energy","unit":"platforms","value":2},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"StraightUp Solar","unit":"rank","value":5},{"claim_id":"claim-011","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"StraightUp Solar","unit":"platforms","value":2},{"claim_id":"claim-012","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"Teichert Solar","unit":"rank","value":6},{"claim_id":"claim-013","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Teichert Solar","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Sunrun","platform_mentions":4,"platform_share":0.5714285714285714},{"average_rank":4,"best_rank":2,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Freedom Solar Power","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":1.5,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Solar Landscape","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":2.5,"best_rank":2,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Greenskies Clean Energy","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5.5,"best_rank":3,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"StraightUp Solar","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":7,"best_rank":5,"entity_id":"entity-006","entity_type":"company","final_rank":6,"name":"Teichert Solar","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/commercial-small-business-solar.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/commercial-small-business-solar","report_type":"best_of_index","study_id":"HSCI-STUDY-5E92EA406A2D","title":"Best Solar Installation Companies for Small Businesses and Commercial Buildings (2026)"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 04:57:22.576013+00","research_date":"2026-10-01","source_snapshot_sha256":"dd440c2e2398ce17cf1df9ab617b3c0701f55ba4e69a4fb83a8a72fb9d39e519","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":6,"ranking_unit":"Commercial solar installation company"},"schema_version":4,"summary":"Sunrun is the consensus leader in this 7-platform AI study of commercial small business solar installation, named by 4 of 7 platforms (57.1%) at an average listed position of 4.5. However, the evidence behind that ranking is unusually conflicted: platforms split between describing Sunrun as a commercial PPA/lease provider and describing it as a residential-only company whose U.S. commercial work is limited to multifamily housing. Freedom Solar Power (3 mentions, 42.9%, average 4.0) is the strongest alternative for owner-occupied commercial buildings needing turnkey design-build. Solar…","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"}}