{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11507953","patent":{"patent_number":"US-11507953","title":"Systems and methods for optimizing transaction conversion rate using machine learning","assignee":null,"inventors":[],"filing_date":"2017-11-16T00:00:00.000Z","publication_date":"2022-11-22T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06Q","G06Q","G06Q","G06Q","G06Q","G06Q"],"num_claims":20,"abstract":"A method for optimizing transaction authorization conversion rates using machine learning includes retrieving payment transaction parameters and authorization results for a plurality of past payment transactions from a database, generating a transaction success model comprising authorization success factors for each of a plurality of payment transaction parameters using a machine learning training phase based on the retrieved payment transaction parameters and authorization results, receiving, at an acquirer processor, a payment transaction from a merchant, modifying one or more parameters of the payment transaction according to the generated transaction success model, and submitting the modified payment transaction to a financial institution for processing."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for optimizing transaction conversion rate using machine learning","description":"A method for optimizing transaction authorization conversion rates using machine learning includes retrieving payment transaction parameters and authorization results for a plurality of past payment t","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11507953","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-11507953","citation_suggestion":"Patentable. \"Systems and methods for optimizing transaction conversion rate using machine learning\" (US-11507953). https://patentable.app/patents/US-11507953","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11507953","json":"https://patentable.app/api/llm-context/US-11507953","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:05:35.357Z"}