Search patent of the week: Data extraction using LLMs
Sun Feb 01 2026
This episode is discussing a very exciting patent releated to brand context optimization. The recently filed Google patent details a sophisticated system that employs Large Language Models to analyze and interpret entire website domains. Unlike traditional scrapers that merely copy text, this technology synthesizes information across multiple pages to create a cohesive and intelligent characterization of a business or organization. The AI organizes these insights into a hierarchical graph of attributes, enabling the automated generation of digital components like advertisements or summaries. This shift moves digital strategy away from simple keyword matching toward Brand Context Optimization, where consistent and natural language across a site is vital. Ultimately, the system prioritizes interpretative understanding over verbatim retrieval, allowing the AI to reconcile conflicting data and define how an entity is presented to users.
https://www.kopp-online-marketing.com/patents-papers/data-extraction-using-llms
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This episode is discussing a very exciting patent releated to brand context optimization. The recently filed Google patent details a sophisticated system that employs Large Language Models to analyze and interpret entire website domains. Unlike traditional scrapers that merely copy text, this technology synthesizes information across multiple pages to create a cohesive and intelligent characterization of a business or organization. The AI organizes these insights into a hierarchical graph of attributes, enabling the automated generation of digital components like advertisements or summaries. This shift moves digital strategy away from simple keyword matching toward Brand Context Optimization, where consistent and natural language across a site is vital. Ultimately, the system prioritizes interpretative understanding over verbatim retrieval, allowing the AI to reconcile conflicting data and define how an entity is presented to users. https://www.kopp-online-marketing.com/patents-papers/data-extraction-using-llms