Yes
You go inside through the exit, typically, and the customer service center is off to the left and that's where you sign up! :)
You can also apply online without going in the store. Go to costco.com and click on membership. It will give you the various options. It will allow you to add a spouse or additional member for free. Sometimes they also offer special discount memberships as well.
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