Yes you can exfoliate with rosacea . Gentle exfoliation is key due to sensitive skin seen in rosacea patients. In brief: Rosacea. Yes you can exfoliate with rosacea . Gentle exfoliation is key due to sensitive skin seen in rosacea patients. 