{"citations":{"source_mix":{"company_owned":18,"independent":30,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":10},"total_sources":49,"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 Budget Home Warranty Companies for Cost-Conscious Homeowners","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"lowest cost basic coverage","subject":"Liberty Home Guard","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-30","platform_support":["anthropic","deepseek","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Liberty Home Guard","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-30","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Liberty Home Guard","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-30","platform_support":["openai","anthropic","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Liberty Home Guard","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-30","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":6.75,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Liberty Home Guard","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/home-warranty-and-protection-plans/budget-basic-coverage/liberty-home-guard.json","page_url":"https://homeservicesconsensusindex.com/home-warranty-and-protection-plans/budget-basic-coverage/liberty-home-guard","report_type":"fit_review","study_id":"HSCI-STUDY-32875DA96147","title":"Liberty Home Guard Review for Cost-Conscious Homeowners"},"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 22:18:49.138372+00","research_date":"2026-09-30","source_snapshot_sha256":"2ccdaafbf2f823dfe3e32eb5088b060c2e72c4d8cc3808405d0f80b1f0c8051f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":10,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"Liberty Home Guard is a mixed fit for lowest cost basic coverage. Four of seven platforms named it during the ranking stage, with an average listed rank of 6.75 and a best rank of 5. The strongest reason to consider it is Appliance Guard, an appliance-only entry plan that several platforms described as competitively priced, with a published service-fee range of $65–$125 and a 365-day workmanship guarantee cited by one platform. The main limitation is pricing transparency: Liberty Home Guard's own pages show conflicting Appliance Guard prices, the exact per-claim service fee is not disclosed…","target_buyer":"A price-sensitive homeowner comparing entry-level plans who wants the lowest total cost of ownership.","topic":{"base_category":"Home Warranty and Protection Plans","category_criteria":["lowest annual premium","lowest service call fees","value of basic tier coverage","hidden fee transparency"],"geography":"United States","slug":"best-budget-home-warranty-companies-for-cost-conscious-homeowners","title":"Best Budget Home Warranty Companies for Cost-Conscious Homeowners","use_case":"lowest cost basic coverage"}}