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The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 02:09:36.693709+00","research_date":"2026-10-01","source_snapshot_sha256":"07687ce8fd76e9b7c5112dd341d8fabad8923408cea690bd91555c1779916b62","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":9,"ranking_unit":"Home warranty company or plan brand"},"schema_version":4,"summary":"Liberty Home Guard is the consensus leader for fastest claim response turnaround, named by all 7 platforms studied (100.0% share, average listed position 3.0, best position 2). Choice Home Warranty is the strongest alternative for buyers who want the fastest published contractor-contact window (4 hours), while Cinch Home Services is the strongest alternative for a written referral target (2 hours during business hours). Nine home warranty companies qualified from 22 unique entities named across 7 AI platforms. The principal limitation: no platform produced an independently audited,…","target_buyer":"A homeowner who has experienced or fears slow warranty claim service and prioritizes speed of dispatch and repair completion.","topic":{"base_category":"Home Warranty and Protection Plans","category_criteria":["average dispatch time","claim approval speed","contractor availability network","emergency service options"],"geography":"United States","slug":"best-home-warranty-companies-with-fastest-claim-response-and-repair-turnaround","title":"Best Home Warranty Companies with Fastest Claim Response and Repair Turnaround","use_case":"fastest claim response turnaround"}}