{"citations":{"source_mix":{"company_owned":26,"independent":20,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":9},"total_sources":49,"unique_domain_count":22},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Solar Companies for Snow and Cold Climate Regions","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"cold climate snow load solar installation","subject":"Maine Solar Solutions","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Maine Solar Solutions","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Maine Solar Solutions","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Maine Solar Solutions","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Maine Solar Solutions","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Maine Solar Solutions","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Maine Solar Solutions","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/cold-climate-solar-installation/maine-solar-solutions.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/cold-climate-solar-installation/maine-solar-solutions","report_type":"fit_review","study_id":"HSCI-STUDY-EEC4965B52DC","title":"Maine Solar Solutions Review for Snow and Cold Climate Regions"},"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":"2026-10-01 02:07:02.075611+00","research_date":"2026-10-01","source_snapshot_sha256":"4cef38737c7c6417c6dc0f9b2799cb220adf5566afea60e5ac03c0fb36b6e9ee","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":9,"ranking_unit":"Cold climate solar installation company"},"schema_version":4,"summary":"Maine Solar Solutions is a good fit for cold climate snow load solar installation in Maine, with one material condition: the buyer must obtain project-specific snow-load engineering before signing. Two of seven platforms named the company during ranking discovery, at ranks 9 (Google) and 5 (OpenAI), for an average listed rank of 7.0 and a best listed rank of 5. The strongest reason to consider it is deep Maine-only regional experience since 2012, in-house installers and licensed electricians, and a stated 30-year grid-tied warranty covering labor and roof penetrations. The main limitation is…","target_buyer":"Homeowner in cold, snowy climate regions","topic":{"base_category":"Solar Panel Installation and Energy Systems","category_criteria":["snow load rated racking","cold weather panel performance","snow shedding design","winter production optimization","regional experience"],"geography":"United States","slug":"best-solar-companies-for-snow-and-cold-climate-regions","title":"Best Solar Companies for Snow and Cold Climate Regions","use_case":"cold climate snow load solar installation"}}