Stitch Fix

What's in the box: A box typically holds a handful of clothing and accessory pieces chosen by a stylist to match your size, style and per item budget.

Stitch Fix is one of the best known online styling services in the US. You take a style quiz covering your size, style and budget, and a human stylist picks a box of pieces for you. You try everything at home, keep what you like, and send back the rest. The site says shipping and returns are free and that no subscription is required, so you can order a single Fix or schedule them when you want. The service covers women, men and kids, and family accounts let one household manage several profiles. The site says it carries over 2,000 brands and styles. Extras include themed Fixes, a virtual try on tool, and Stylist Connect for asking a stylist for advice, though that feature is limited to the iPhone app. You get a discount when you keep five or more items. Stitch Fix suits people who dislike shopping or want a fresh perspective on their wardrobe. The tradeoff is control: you rely on someone else's picks, and early boxes can miss while your stylist learns your fit and taste. Item prices can run higher than discount retailers, so set your budget range carefully in the quiz. A styling fee applies to Fixes, though the site currently advertises waiving it on the first one.