The Ideator constructs targeted modifications by isolating a single testable claim and conditioning its revisions on the competitive set and prior round history. In snippet mode, it outputs an extractive replacement between dedicated content delimiters, whereas in page mode, it reviews a line-numbered document to generate structured XML patch operations—such as line replacements or insertions—that are applied in descending order without rewriting the entire page.