{"citations":{"source_mix":{"company_owned":21,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":16},"total_sources":49,"unique_domain_count":21},"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 That Let You Choose Your Own Contractor","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"choose your own contractor option","subject":"American Home Shield","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"American Home Shield","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"American Home Shield","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"American Home Shield","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.75,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"American Home Shield","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-warranty-and-protection-plans/choose-your-own-contractor/american-home-shield.json","page_url":"https://homeservicesconsensusindex.com/home-warranty-and-protection-plans/choose-your-own-contractor/american-home-shield","report_type":"fit_review","study_id":"HSCI-STUDY-7EA7F05F605C","title":"American Home Shield Review for choose your own contractor option"},"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 04:05:11.327221+00","research_date":"2026-10-01","source_snapshot_sha256":"25972b2e1aa6be970889a17e6f6d74b4e7aed047cb8470f892ae639e8b78dc30","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":9,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"American Home Shield is a mixed fit for homeowners who want to choose their own contractor. Four of the seven platforms in this study named AHS during ranking discovery, and all seven evaluated its fit for this use case. The strongest reason to consider it is that AHS plan agreements describe a documented Outside Authorization pathway that can permit a homeowner-selected contractor, with reimbursement after proof of payment . The main limitation is that this pathway is discretionary, approval-dependent, and subordinate to a network-assignment default; AHS's own app guidance states members…","target_buyer":"A homeowner with an established relationship with a local repair technician who wants flexibility beyond the assigned network.","topic":{"base_category":"Home Warranty and Protection Plans","category_criteria":["own-contractor reimbursement policy","approval process for non-network technicians","reimbursement caps","documentation requirements"],"geography":"United States","slug":"best-home-warranty-companies-that-let-you-choose-your-own-contractor","title":"Best Home Warranty Companies That Let You Choose Your Own Contractor","use_case":"choose your own contractor option"}}