Hi and welcome to Basenotes!
Samples are the way to go. Few of us buy full bottles without smelling it first. Even though the price per ml of perfume is far more expensive than full bottles, you can try out a far greater variety of perfumes for your money. There was a thread about where to buy samples a little while ago. See it here, lots of good links.