Here are the Top 8 Tips to increase Infolinks earnings from my experience.
1. Dotted Line
2. Two Colors will work better.
3. Number of Ads
4. Proper Category
5. Write Keyword-Rich Posts
6. Related Tags
7. Do not display ads in Header, Sidebar, and Footer
8. Organic Traffic