{"citations":{"source_mix":{"company_owned":31,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":20,"partial":5},"total_sources":35,"unique_domain_count":10},"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 Solar Companies for Switching Away from a Bad or Underperforming Installer","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"fixing a bad solar installation","subject":"Helios Energy Global","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Helios Energy Global","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Helios Energy Global","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Helios Energy Global","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Helios Energy Global","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Helios Energy Global","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/bad-solar-installer-remediation/helios-energy-global.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/bad-solar-installer-remediation/helios-energy-global","report_type":"fit_review","study_id":"HSCI-STUDY-8280837D4507","title":"Helios Energy Global Review for Switching Away from a Bad or Underperforming Installer"},"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":"2026-09-30 23:24:13.775796+00","research_date":"2026-09-30","source_snapshot_sha256":"8dffeffa309e2612f81aaa7bc4aa98576302441acdea960919a0747d0e980ae7","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":9,"ranking_unit":"Solar system remediation and repair company"},"schema_version":4,"summary":"Helios Energy Global is a good fit for fixing a bad solar installation if the home is in California, and an unusable option if it is not. Two of seven platforms named Helios during ranking discovery, giving it a 28.6% share of included platform responses, an average listed rank of 2.0, and a best listed rank of 1. The strongest reason to consider it is explicit, published willingness to diagnose and repair any brand, including systems from closed installers such as Freedom Forever, SunPower, Sunnova, Titan, and Lumio (, -1). The main limitation is that remediation pricing, adoption-contract…","target_buyer":"Homeowner dissatisfied with a prior solar installer","topic":{"base_category":"Solar Panel Installation and Energy Systems","category_criteria":["system troubleshooting expertise","willingness to service other companies work","reputation for fixing problems","transparent diagnostics","warranty honoring"],"geography":"United States","slug":"best-solar-companies-for-switching-away-from-a-bad-or-underperforming-installer","title":"Best Solar Companies for Switching Away from a Bad or Underperforming Installer","use_case":"fixing a bad solar installation"}}