In the world of digital advertising, brand safety remains a paramount concern for advertisers. With the rise of programmatic advertising and the proliferation of user-generated content, ensuring brand suitability and protecting brand reputation has become increasingly challenging. To mitigate risks, many advertisers resort to keyword blocking, a popular tactic that allows them to exclude certain keywords from their ad placements.