In snippet mode, the ideator crafts adjustments to a concise extractive 3-line search snippet while the ranker judges competing snippets from the SERP. In contrast, page mode bypasses snippet extraction entirely to apply XML-tagged line-numbered patch edits directly to the complete document, evaluating the entire revised webpage with a full-page ranker prompt and supporting human-in-the-loop manual testing.