I have been pleased with my Zulily experiences. The quality of some of the items is not great but I would say it is inline with the price.
I probably keep 80% of the items ordered. Sometimes the sizing has been a bit off. As with any online purchase that is a risk that you take.
The return process is easy, although I would prefer a refund rather than store credit, especially if using their credit card.