{"citations":{"source_mix":{"company_owned":23,"independent":22,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":41,"partial":6},"total_sources":47,"unique_domain_count":23},"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","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"budget cost conscious solar installation","subject":"Palmetto","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Palmetto","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Palmetto","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Palmetto","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Palmetto","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/budget-solar-installation/palmetto.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/budget-solar-installation/palmetto","report_type":"fit_review","study_id":"HSCI-STUDY-1BA78F8821AB","title":"Palmetto 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.","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.","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 19:31:37.436449+00","research_date":"2026-09-30","source_snapshot_sha256":"97ff5fe20dd9740319cb6327a3e817f1ee6cf0c599bf9b066903776a13747ba9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":7,"ranking_unit":"Budget-focused solar installation company"},"schema_version":4,"summary":"Palmetto is a mixed fit for budget cost-conscious solar installation. Four of seven platforms named Palmetto during the ranking stage (57.1% of included platform responses), at an average listed rank of 4.0 and a best listed rank of 3. The strongest reason to consider it is the LightReach Energy Plan, a lease or PPA structure marketed with no upfront cost and bundled maintenance, monitoring, and a stated 90% production guarantee (, , google:lightreachsub). The main limitation is that no platform verified a nationwide installed price or cost-per-watt figure, and independent review evidence on…","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"}}