Knowledge Panel Optimization involves strategies aimed at influencing the information displayed in Google's Knowledge Panels. These panels provide quick, authoritative snapshots of information about entities such as businesses, brands, people, and places directly in the search results. Optimizing for knowledge panels includes ensuring accurate and comprehensive data in Google My Business listings, using structured data markup on websites, and establishing a strong presence across the web to enhance visibility and accuracy in these panels.