I am not sure which shop are you exactely referring to but normaly items are subject to 7.6% import tax above certain minimum amount. Just browse on the EF on topic "online shopping" and similar to shed the light. I am sure it must have been covered many times before.
P.S. Example, I buy sports items online from Germany
www.keller-sports.com but they state it specifically that they deliver to CH.