Generally slow, around 4-6 weeks. The one time I got an order sooner (within a week), I know the company was headquartered in the same town I live in, so I'm sure it shipped from a local warehouse. Zulily doesn't warehouse any of the items, so they have to collect orders and then get them to the parent company which causes the delay.
I have ordered lots on there and have never waited more than 2 weeks. I ordered a table and chair set from there and I thought that would take a while and I got it within a week.
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Re: Zulily orders
It's very hit or miss. Some things arrive within 2 weeks, some take longer. I've gotten some things long after I even remembered ordering them.
Did you get the crazy legs 4th of July outfit. That is what I purchased