{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11475221","patent":{"patent_number":"US-11475221","title":"Techniques for selecting content to include in user communications","assignee":null,"inventors":[],"filing_date":"2020-11-20T00:00:00.000Z","publication_date":"2022-10-18T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06N"],"num_claims":20,"abstract":"Disclosed are techniques for determining the impact of including a token-set (e.g., text in the form of unigrams, bigrams, or trigrams) in a communication on a target outcome. More particularly, the present disclosure relates to techniques for determining the impact of the token-set based on, for example, the token-sets included in previous communications transmitted to user devices and the corresponding user responses to those previous communications."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Techniques for selecting content to include in user communications","description":"Disclosed are techniques for determining the impact of including a token-set (e.g., text in the form of unigrams, bigrams, or trigrams) in a communication on a target outcome. More particularly, the p","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11475221","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-11475221","citation_suggestion":"Patentable. \"Techniques for selecting content to include in user communications\" (US-11475221). https://patentable.app/patents/US-11475221","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11475221","json":"https://patentable.app/api/llm-context/US-11475221","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:36:05.071Z"}