I've purchased > 30 things there; I've had two problems, but Paypal is on your side. Don't worry about it, especially if they have a ton of good ratings and you can see the shop has been open for awhile.
It's also useful to talk to the seller too, before you purchase. If they're interested in answering questions about it, then they probably are interested in being a good seller too!
Good luck!