Trial and error. I finally arrived at one for the new me a couple years ago after receiving one of those magazines full of perfume pull apart cards. One of them seemed nice so next time I shopped I went by the perfume counter at the department store and got a clean sample I could take home to try. It was nicer than I remembered, so it went on my Christmas list...