Unlike solvent-based cleaners, which can be harsh on the bristles and have strong odors, brush soap is gentle and typically has a pleasant scent. To use this soap cleaner, you simply wet the brush, work a small amount of soap into the bristles, gently lather against a towel or paper, and then rinses the brush with water.