{"citations":{"source_mix":{"company_owned":27,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":5},"total_sources":42,"unique_domain_count":12},"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":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"commercial small business solar installation","subject":"StraightUp Solar","unit":"rank","value":5},{"claim_id":"claim-003","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-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"StraightUp Solar","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"StraightUp Solar","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"StraightUp Solar","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"StraightUp 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/straightup-solar.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/commercial-small-business-solar/straightup-solar","report_type":"fit_review","study_id":"HSCI-STUDY-65F216F2185F","title":"StraightUp Solar 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 04:56:08.861675+00","research_date":"2026-10-01","source_snapshot_sha256":"90679f6210b395f7f26e1d3431369887ae17c4dada97a78380d076bed44cd9c6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":6,"ranking_unit":"Commercial solar installation company"},"schema_version":4,"summary":"StraightUp Solar is a good fit for commercial small business solar installation if the property sits inside its Illinois and Missouri service area and the project is roughly below 800 kW. Two of seven platforms named it during the ranking stage, at an average listed rank of 5.5 and a best rank of 3. The strongest reason to consider it is a turnkey commercial design-build offer with multiple financing paths and published tax-incentive guidance. The main limitation is geography: independent sources state the company is only available in Missouri and Illinois, and no public commercial price…","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"}}