{"citations":{"source_mix":{"company_owned":20,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":10},"total_sources":48,"unique_domain_count":25},"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 Home Warranty Companies for Switching Away from a Bad or Unreliable Provider","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"switching from unreliable provider","subject":"American Home Shield","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"American Home Shield","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"American Home Shield","unit":"platforms","value":7}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"American Home Shield","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-warranty-and-protection-plans/switching-providers/american-home-shield.json","page_url":"https://homeservicesconsensusindex.com/home-warranty-and-protection-plans/switching-providers/american-home-shield","report_type":"fit_review","study_id":"HSCI-STUDY-5594E958A8B4","title":"American Home Shield Review for Switching Away from a Bad or Unreliable Provider"},"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.","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 08:13:58.406331+00","research_date":"2026-10-01","source_snapshot_sha256":"301249404e82dd2fa872fb91942f246c6bd8c805ea6ef4440b83f0f21553a63f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":9,"qualified_finalists":5,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"American Home Shield is a mixed fit for switching from an unreliable provider. Five of the seven platforms in this study named it during the ranking stage, and all seven that evaluated it rated the fit \"mixed.\" Its strongest argument for a switcher is financial flexibility: prorated refunds after 30 days, selectable $100 or $125 service fees, and recurring new-customer discounts (, -7, -1). The main limitation is structural: AHS enforces a 30-day waiting period on new homeowner plans with no documented waiver for customers switching from another warranty company, so a gap-free transition…","target_buyer":"An existing home warranty customer dissatisfied with their current provider's service or claims handling who wants to switch without a coverage gap.","topic":{"base_category":"Home Warranty and Protection Plans","category_criteria":["ease of switching without coverage gap","prorated refund policy from prior provider","new customer switching incentives","onboarding speed"],"geography":"United States","slug":"best-home-warranty-companies-for-switching-away-from-a-bad-or-unreliable-provider","title":"Best Home Warranty Companies for Switching Away from a Bad or Unreliable Provider","use_case":"switching from unreliable provider"}}