{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12002084","patent":{"patent_number":"US-12002084","title":"Online shopping system and method for selecting a warehouse for inventory based on predicted availability and predicted replacement machine learning models","assignee":null,"inventors":[],"filing_date":"2023-07-06T00:00:00.000Z","publication_date":"2024-06-04T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06N","G06Q","G06Q","G06Q","G06Q","G06Q","G06Q","G06N"],"num_claims":20,"abstract":"An online concierge system allows users to order items from a warehouse having multiple physical locations, allowing a user to order items at any given warehouse location. To select a warehouse location for a warehouse selected by a user, the online concierge system identifies a set of items that the user has a threshold likelihood of purchasing from prior orders by the user. For each of a set of warehouse locations, the online concierge system applies a machine-learned item availability model to each item of the identified set. From the availabilities of items of the set at each warehouse location of the set, the online concierge system selects a warehouse location. The online concierge system identifies an inventory of items from the selected warehouse location to the user for inclusion in an order."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Online shopping system and method for selecting a warehouse for inventory based on predicted availability and predicted replacement machine learning models","description":"An online concierge system allows users to order items from a warehouse having multiple physical locations, allowing a user to order items at any given warehouse location. To select a warehouse locati","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12002084","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-12002084","citation_suggestion":"Patentable. \"Online shopping system and method for selecting a warehouse for inventory based on predicted availability and predicted replacement machine learning models\" (US-12002084). https://patentable.app/patents/US-12002084","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12002084","json":"https://patentable.app/api/llm-context/US-12002084","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:18:17.389Z"}