{"citations":{"source_mix":{"company_owned":7,"independent":30,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":14},"total_sources":38,"unique_domain_count":26},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Solar Panel Installation Companies Overall","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","kimi"],"predicate":"final_consensus_rank","qualifier":"overall solar installer selection","subject":"Momentum Solar","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","google","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Momentum Solar","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Momentum Solar","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Momentum Solar","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.666666666666667,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Momentum Solar","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/solar-panel-installation-and-energy-systems/overall-solar-installer-selection/momentum-solar.json","page_url":"https://homeservicesconsensusindex.com/solar-panel-installation-and-energy-systems/overall-solar-installer-selection/momentum-solar","report_type":"fit_review","study_id":"HSCI-STUDY-E55935591561","title":"Momentum Solar Review for overall solar installer selection"},"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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Services Consensus Index cross-platform AI consensus analysis","platforms_included":["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 13:41:16.706122+00","research_date":"2026-09-30","source_snapshot_sha256":"edc4dbe524a438b386ea1884ce813e4fe0598423f756cb920bf33364df24ca74","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":10,"ranking_unit":"Solar installation company or brand"},"schema_version":4,"summary":"Momentum Solar is a mixed fit for overall solar installer selection. Three of six platforms named it during the ranking stage, and every platform that assessed it rated the fit mixed or uncertain rather than strong. The strongest reason to consider it is a full-service model — design, permitting, installation, and activation under one provider — paired with a reported 25-year workmanship warranty and Enphase-based equipment. The main limitation is unusually heavy due-diligence burden: high complaint volumes, inconsistent review scores, conflicting warranty terms, no published pricing, and…","target_buyer":"Homeowner starting the solar research process with no strong preference yet","topic":{"base_category":"Solar Panel Installation and Energy Systems","category_criteria":["reputation and reviews","installation quality","warranty coverage","pricing transparency","regional availability"],"geography":"United States","slug":"best-solar-panel-installation-companies-overall","title":"Best Solar Panel Installation Companies Overall","use_case":"overall solar installer selection"}}