{"citations":{"source_mix":{"company_owned":14,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":9},"total_sources":40,"unique_domain_count":20},"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":["deepseek","google","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"budget cost conscious solar installation","subject":"Project Solar","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Project Solar","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Project Solar","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Project Solar","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Project Solar","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Project Solar","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/budget-solar-installation/project-solar.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/budget-solar-installation/project-solar","report_type":"fit_review","study_id":"HSCI-STUDY-8F81B74D14A0","title":"Project Solar 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 19:23:24.359434+00","research_date":"2026-09-30","source_snapshot_sha256":"a288398542e2957cfc34df7304cad60d1067ef81a0900f8f28c482ee8ad1bdfb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":7,"ranking_unit":"Budget-focused solar installation company"},"schema_version":4,"summary":"Project Solar is a good — not unequivocal — fit for budget cost-conscious solar installation. Five of seven platforms named it during the ranking stage (71% of included platform responses), at an average listed rank of 1.4 and a best rank of 1. Its strongest draw is advertised after-incentive pricing of $1.26–$1.47 per watt for DIY and $1.61–$1.82 per watt for full service . The main limitation is execution risk: independent reviews document delays, communication gaps, subcontractor variability, and inconsistent warranty follow-up (, -3, -2). Treat Project Solar as a competitive quote to…","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"}}