{"citations":{"source_mix":{"company_owned":13,"independent":24,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":8},"total_sources":38,"unique_domain_count":22},"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":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Sunrun","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Sunrun","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Sunrun","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}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/commercial-small-business-solar/sunrun.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/commercial-small-business-solar/sunrun","report_type":"fit_review","study_id":"HSCI-STUDY-AC83D8C5074D","title":"Sunrun 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.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","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":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 04:44:56.28277+00","research_date":"2026-10-01","source_snapshot_sha256":"12c777508a34ce9401c21760d208811387a6aca07a15e876c4d6cdda1628c051","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":6,"ranking_unit":"Commercial solar installation company"},"schema_version":4,"summary":"Sunrun is an uncertain-to-weak fit for commercial small business solar installation. Four of seven platforms named Sunrun during the ranking stage (anthropic, deepseek, grok, kimi), a 57% share of included platform responses, with an average listed rank of 4.5 and a best rank of 1. The strongest reason to consider Sunrun is its documented third-party-ownership model: PPA and lease structures in which Sunrun owns, installs, maintains, monitors, and insures the equipment, which can reduce upfront capital for a business . The main limitation is that current public Sunrun materials and SEC…","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"}}