Hi Jelde! All of this is pretty easy with Clay, start with the company search (I think there is even a category for fashion retailers) and then you could also look at Storeleads.
For physical stores you can use Claygent to visit their website an assess if they have physical stores. This is usually pretty well documented on their website so shouldn't be an issue.