This year we will spend $25 billion buying clothes and accessories online. Which is not to say we will enjoy doing it. Most big shopping sites are ugly, poorly designed and completely clueless when it comes to showing you clothes you might actually like.
Google, the bastion of search, is hoping to change all that. Boutiques.com is designed to not only make it easier to find clothes you like, but to actually predict what those clothes will be.
The site is organized into a series of "boutiques," which aggregate clothing from more than 250 designers and online stores. The online pages are curated by bloggers, fashion people, actresses (or their stylists), designers and, to a degree, you.
The visual-search technology behind the online fashion aggregators teach the computer how to "look" for clothes in your style, setting Boutiques.com apart from other online shopping sites like ShopStyle, and Net-A-Porter.
While the boutiques are interesting, it's the potential of the visual-search technology to make online shopping an intuitive experience that stands out. The idea is that the machine will know what you want before you do. This is particularly exciting to those of us masochistic enough to insist on having specific items in mind when we look for clothes.
Keyword searches work well when shopping for a new camera. But using them to look for a new pair of jeans will often yield results that are incomplete or just plain wrong. Ladies, how many times have you searched for kitten heels and gotten kittens instead?
Theoretically, with visual search, the computer can recognize not just that a dress is short and blue, but also that it has a sailor collar and cap sleeves.
The people who make these classifications at Google are a team of fashion bloggers, journalists, buyers and design-school graduates. These are the folks creating the site and fine-tuning the algorithm.

