{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11285961","patent":{"patent_number":"US-11285961","title":"Predictive car wash services for a vehicle based on anticipated routes of travel","assignee":null,"inventors":[],"filing_date":"2019-09-10T00:00:00.000Z","publication_date":"2022-03-29T00:00:00.000Z","cpc_codes":["B60W","G01C","G01C","G06N","G06N","G06Q","G07C","G07C","G06N","G06N"],"num_claims":20,"abstract":"A method and system for predicting vehicle wash services for a human-driven or self-driven vehicle. The method determines anticipated routes of travel for the vehicle based on context of a user associated with the vehicle, implements machine learning neural network models for predicting the road conditions in the anticipated routes of travel, and, then, auto-suggests one or more candidate car wash locations and associated Time of Days (to wash the car) while optimizing a user value."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Predictive car wash services for a vehicle based on anticipated routes of travel","description":"A method and system for predicting vehicle wash services for a human-driven or self-driven vehicle. The method determines anticipated routes of travel for the vehicle based on context of a user associ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11285961","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11285961","citation_suggestion":"Patentable. \"Predictive car wash services for a vehicle based on anticipated routes of travel\" (US-11285961). https://patentable.app/patents/US-11285961","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11285961","json":"https://patentable.app/api/llm-context/US-11285961","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T13:27:56.215Z"}