To calculate the engagement rate, Facebook uses the reach of a publication. Since it is highly fluctuating, Nonli uses the number of fans to easily compare the engagement rate of your different posts, that of others, and analyze the evolution of your performance over time.
To turn these differences into a useful newsroom scorecard, use the measurement framework in our guide to increasing Facebook engagement for publishers.