{"citations":{"source_mix":{"company_owned":17,"independent":21,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":7},"total_sources":38,"unique_domain_count":13},"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":["deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"choose your own contractor option","subject":"Liberty Home Guard","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Liberty Home Guard","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Liberty Home Guard","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Liberty Home Guard","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Liberty Home Guard","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.75,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Liberty Home Guard","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-warranty-and-protection-plans/choose-your-own-contractor/liberty-home-guard.json","page_url":"https://homeservicesconsensusindex.com/home-warranty-and-protection-plans/choose-your-own-contractor/liberty-home-guard","report_type":"fit_review","study_id":"HSCI-STUDY-C47F16C19C30","title":"Liberty Home Guard 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 04:09:59.949971+00","research_date":"2026-10-01","source_snapshot_sha256":"59a78a923986d98c04e47d11f3bf4afc59aeff4e2f64d4614a785ce9dda58bdd","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":9,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"Liberty Home Guard is a mixed fit for a homeowner who wants to keep using an established local technician. Four of seven platforms named it during the ranking stage, with an average listed rank of 4.75 and a best rank of 2. Its strongest advantage is that the service contract expressly contemplates an authorized independent contractor, which is uncommon among dispatch-model warranty providers (, anthropic:src1). The main limitation is that contractor choice is discretionary, not guaranteed: prior approval is required before any diagnosis, repair, or replacement, the sample policy states a…","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"}}