{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9742718","patent":{"patent_number":"US-9742718","title":"Message optimization utilizing term replacement based on term sentiment score specific to message category","assignee":null,"inventors":[],"filing_date":"2015-06-17T00:00:00.000Z","publication_date":"2017-08-22T00:00:00.000Z","cpc_codes":["G06N","G06N","G06Q","G06Q","G06Q","G06Q","H04L","H04L","H04L","H04L","H04L"],"num_claims":24,"abstract":"Techniques are described herein for predicting one or more behaviors by an email recipient and, more specifically, to machine learning techniques for predicting one or more behaviors of an email recipient, changing one or more components in the email to increase the likelihood of a behavior, and determining and/or scheduling an optimal time to send the email. Some advantages of the embodiments disclosed herein may include, without limitation, the ability to predict the behavior of the email recipient and suggest the characteristics of an email which will increase the likelihood of a positive behavior, such as a reading or responding to the email, visiting a website, calling a sales representative, or opening an email attachment."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Message optimization utilizing term replacement based on term sentiment score specific to message category","description":"Techniques are described herein for predicting one or more behaviors by an email recipient and, more specifically, to machine learning techniques for predicting one or more behaviors of an email recip","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9742718","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-9742718","citation_suggestion":"Patentable. \"Message optimization utilizing term replacement based on term sentiment score specific to message category\" (US-9742718). https://patentable.app/patents/US-9742718","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9742718","json":"https://patentable.app/api/llm-context/US-9742718","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T06:43:41.330Z"}