While it may seem that the rain is washing away any treatment left on your roof to kill moss and algae, it is actually helping the process. The rain will create a mixture with the treatment, covering the shingles as it moves down the roof. This is an effective way to guarantee that all your shingles get an even distribution of treatment for weeks to come.