{"citations":{"source_mix":{"company_owned":16,"independent":31,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":12},"total_sources":47,"unique_domain_count":20},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Home Warranty Companies Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"overall home warranty provider selection","subject":"American Home Shield","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"American Home Shield","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"American Home Shield","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"American Home Shield","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.4285714285714286,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"American Home Shield","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-warranty-and-protection-plans/overall-provider-selection/american-home-shield.json","page_url":"https://homeservicesconsensusindex.com/home-warranty-and-protection-plans/overall-provider-selection/american-home-shield","report_type":"fit_review","study_id":"HSCI-STUDY-3CCFAC4E22F5","title":"American Home Shield Review for overall home warranty provider 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.","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":"2026-09-30 13:39:31.879146+00","research_date":"2026-09-30","source_snapshot_sha256":"734665c8d82992669bd866372ae37e6547b6a2c8748427927b4f889677564bc1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":17,"qualified_finalists":10,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"American Home Shield is a mixed fit for a first-time homeowner seeking one dependable whole-home plan. All seven platforms that named it in the ranking stage placed it in their recommendations, and it finished first overall with an average listed rank of 1.43. Its strongest argument is coverage breadth: ShieldGold and ShieldPlatinum bundle systems and appliances with a $50,000 aggregate limit and $5,000 per HVAC system . The main limitation is that independent complaint evidence and conflicting customer-satisfaction data raise real questions about claims handling, contractor quality, and…","target_buyer":"A general homeowner evaluating home warranty providers for the first time and wanting one dependable plan for whole-home coverage.","topic":{"base_category":"Home Warranty and Protection Plans","category_criteria":["plan coverage breadth","claims approval rate","service fee structure","customer reviews","contractor network quality"],"geography":"United States","slug":"best-home-warranty-companies-overall","title":"Best Home Warranty Companies Overall","use_case":"overall home warranty provider selection"}}