Online advertising expert witnesses analyze digital campaigns, ad platforms, and performance data to assess targeting, spend, and return on investment. They are often marketing executives, media buyers, analytics specialists, or agency leaders who evaluate ad policies, tracking systems, consumer behavior metrics, and industry standards governing online ad practices.