{"citations":{"source_mix":{"company_owned":12,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":15},"total_sources":32,"unique_domain_count":16},"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":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"switching from unreliable provider","subject":"ARW Home","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ARW Home","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"ARW Home","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"ARW Home","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"ARW Home","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"ARW Home","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-warranty-and-protection-plans/switching-providers/arw-home.json","page_url":"https://homeservicesconsensusindex.com/home-warranty-and-protection-plans/switching-providers/arw-home","report_type":"fit_review","study_id":"HSCI-STUDY-E30EEC74ADED","title":"ARW Home 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.","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 08:16:52.295219+00","research_date":"2026-10-01","source_snapshot_sha256":"20f745d758d52db17780ebb5b8be4dc06ca0b3ff36eb72fdc8e57bb93e674370","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":9,"qualified_finalists":5,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"ARW Home is a mixed fit for switching away from an unreliable home warranty provider. Two of the seven platforms in this study named ARW Home during the ranking stage, at an average listed rank of 4.5 and a best rank of 4. The strongest reason to consider it is contract flexibility: month-to-month plans with no annual commitment, a 30-day money-back guarantee, and new-customer savings of up to two months free or up to 35% off an annual plan. The main limitation is structural: ARW Home states that service requests begin 30 days after sign-up, so a switcher who does not overlap policies faces…","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"}}