{"citations":{"source_mix":{"company_owned":18,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":7},"total_sources":42,"unique_domain_count":18},"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","google","grok"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"Freedom Solar Power","unit":"rank","value":2},{"claim_id":"claim-003","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-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Freedom Solar Power","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Freedom Solar Power","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Freedom Solar Power","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/commercial-small-business-solar/freedom-solar-power.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/commercial-small-business-solar/freedom-solar-power","report_type":"fit_review","study_id":"HSCI-STUDY-C6B1834376D1","title":"Freedom Solar Power 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 04:51:56.649082+00","research_date":"2026-10-01","source_snapshot_sha256":"eda417554b4d7dcbb1a65e4284272f0449c3cea21b258744c350432fd963321b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":6,"ranking_unit":"Commercial solar installation company"},"schema_version":4,"summary":"Freedom Solar Power is a good fit for a small business or commercial property owner seeking a turnkey commercial solar installation, provided the buyer verifies current pricing, financing, service coverage, and warranty administration in writing before signing. Three of seven platforms named Freedom Solar Power during the ranking stage, and all seven platforms that evaluated it rated the fit \"good\" except Kimi, which rated it \"uncertain.\" The strongest reason to consider it is a documented commercial portfolio spanning roughly 14 kW to 1.97 MW, in-house NABCEP-certified installation teams,…","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"}}