{"citations":{"source_mix":{"company_owned":14,"independent":29,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":10},"total_sources":44,"unique_domain_count":28},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Budget Solar Installation Companies for Cost-Conscious Homeowners","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"budget cost conscious solar installation","subject":"Sunrun","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Sunrun","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Sunrun","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Sunrun","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.25,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Sunrun","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/budget-solar-installation/sunrun.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/budget-solar-installation/sunrun","report_type":"fit_review","study_id":"HSCI-STUDY-DE1A34018E4C","title":"Sunrun Review for Cost-Conscious Homeowners"},"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.","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":"2026-09-30 19:32:28.125782+00","research_date":"2026-09-30","source_snapshot_sha256":"319addf774aee5bf5a32b205edbc187daa29094b374d67a98241ae79093e52ff","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":7,"ranking_unit":"Budget-focused solar installation company"},"schema_version":4,"summary":"Sunrun is a mixed fit for budget cost-conscious solar installation. Four of seven platforms named Sunrun during the ranking stage, and it finished with an average listed rank of 6.25 and a best rank of 3. Its strongest budget argument is a $0-down Subscription lease or PPA that bundles maintenance, monitoring, and repairs, which removes the upfront cash barrier entirely (, -1, ). The main limitation is that no platform could verify a national price-per-watt, and most platforms concluded that lease or PPA payments can exceed the lifetime cost of a competitively priced owned system while…","target_buyer":"Price sensitive homeowner comparing cheapest reliable options","topic":{"base_category":"Solar Panel Installation and Energy Systems","category_criteria":["low upfront cost","cost per watt value","basic warranty adequacy","no hidden fees","value component brands"],"geography":"United States","slug":"best-budget-solar-installation-companies-for-cost-conscious-homeowners","title":"Best Budget Solar Installation Companies for Cost-Conscious Homeowners","use_case":"budget cost conscious solar installation"}}