For example, let’s imagine we have two custom channels named ‘Blue Skyscrapers’ and ‘Red Rectangles’, respectively, which reflect the types of ad formats we’re testing on our site. During our test, the ‘Blue Skyscrapers’ channel receives 370 page impressions and $1.48 in total earnings. The ‘Red Rectangles’ channel receives 187 page impressions and $0.97 in earnings over the same period. To make these figures more comparable we calculate eCPM — i.e., the estimated earnings for every 1,000 impressions received. We find that eCPM for blue skyscrapers is $4.00 while the eCPM for red rectangles is $5.18.

This means if we received 1,000 impressions of blue skyscrapers, we would earn roughly $4.00. But for 1,000 impressions of red rectangles, we would earn about $5.18. Therefore, assuming that our sample size is large enough, it is to our advantage to switch to red rectangles throughout our site because they generate more revenue per impression.