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The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 23:44:01.862167+00","research_date":"2026-09-30","source_snapshot_sha256":"475f493dee847bfd31a7e5b1626dfeee43af4a6ff5d84aafe779aacbf8d9cd67","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 the consensus leader for fixing a bad solar installation, named by 3 of 7 platforms (42.9%) at an average listed position of 7.33 and a best position of 6. 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Solar SME (rank 2) and Helios Energy Global (rank 3) are the strongest alternatives for distinct buyer needs: Solar SME for homeowners inside its multi-state footprint who want a full-service installer, and Helios for California homeowners whose original installer closed.…","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"}}