{"citations":{"source_mix":{"company_owned":21,"independent":8,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":3},"total_sources":30,"unique_domain_count":15},"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":["anthropic","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"fixing a bad solar installation","subject":"GreenLancer","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GreenLancer","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GreenLancer","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"GreenLancer","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"GreenLancer","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-30","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"GreenLancer","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.333333333333333,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"GreenLancer","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/bad-solar-installer-remediation/greenlancer.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/bad-solar-installer-remediation/greenlancer","report_type":"fit_review","study_id":"HSCI-STUDY-33AB680308D8","title":"GreenLancer 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.","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 23:23:36.930972+00","research_date":"2026-09-30","source_snapshot_sha256":"6a68c55393389ccbaefed1c2c766efd757087791c1b15f3adb7bb1fb34897eb8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":9,"ranking_unit":"Solar system remediation and repair company"},"schema_version":4,"summary":"GreenLancer is a good, but not conclusively strong, fit for fixing a bad solar installation. Three of seven platforms named it during ranking discovery (anthropic, google, perplexity), and fit ratings ranged from strong (google, grok) to good (openai, anthropic, perplexity) to mixed (deepseek) and uncertain (kimi). Its strongest asset is a stated nationwide repair network purpose-built for orphaned systems whose original installer closed, covering diagnostics, inverter and monitoring faults, wiring, panels, batteries, and detach-and-reset work. The main limitation is verification: no binding…","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"}}