3 hour layover at CDG Airport

Hello!
I am traveling in a few days, and have a layover at CDG airport (Terminal 2E going to Terminal 3). I love French skincare and was hoping to purchase some, will I have enough time in between to shop at duty free? If so, where do you recommend I go? I love Caudalie, but I am also open to new brands!