A simple dynamic model is proposed for modeling the COVID-19 pandemic based on the number of daily new cases rather than their cumulative sum. The developed model was tested using data from the pandemic in the GCC countries. The model was found to fit well both single and multiple waves when both smoothed and unsmoothed profiles of the pandemic were used.