{"citations":{"source_mix":{"company_owned":7,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":12},"total_sources":27,"unique_domain_count":19},"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","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"budget cost conscious solar installation","subject":"Solar Services Company","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Solar Services Company","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Solar Services Company","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Solar Services Company","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Solar Services Company","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.333333333333333,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Solar Services Company","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/budget-solar-installation/solar-services-company.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/budget-solar-installation/solar-services-company","report_type":"fit_review","study_id":"HSCI-STUDY-43BAE78600CB","title":"Solar Services Company 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.","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":"2026-09-30 19:37:07.646431+00","research_date":"2026-09-30","source_snapshot_sha256":"d909c7a3b7f8a4c2a37eb7a6a44969ad8656a23dc16f194859912e78d60a6000","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":7,"ranking_unit":"Budget-focused solar installation company"},"schema_version":4,"summary":"Solar Services Company is an uncertain fit for budget cost-conscious solar installation. Three of seven platforms named it during the ranking stage (deepseek, kimi, perplexity), an average listed rank of 6.3 and best rank of 3. The strongest reason to consider it is its advertised $0-upfront lease/PPA with maintenance included, which lowers initial cash outlay . The main limitation is that no platform could verify cost per watt, equipment brands, full warranty terms, or cancellation and escalator provisions from public materials, and one platform's own terms page states the company does not…","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"}}