Disclosed is a method and system for providing attention based advertisement insertion within media content. By placing advertisements within media where there is the most user attention and interest, the system provides a more attractive audience to advertisers. This potentially leads to increased return of interest (ROI) on the advertisement. Additionally, this can enable the media to be comprised of fewer advertisements, and reduce advertisement related abandonment.