Algorithm + Curation
I was struck with the simplicity of this idea on how to make the Hunch + Gifts.com recommendation engine much better.
The real problem, it seems, is that Hunch’s algorithm is more sophisticated than Gifts.com’s stuff selection. The universe of gifts dominates the software’s ability to find good presents within it. To be a little unfair to Gifts.com, it’s like being taken shopping at Spatula City with the world’s most sophisticated personal shopper. At the end of the day, you still end up with a spatula.
As good as an algorithm is, and Hunch’s seems pretty damn good, it’s ultimately a slave to the data (or in this case gifts) it’s working with. As the author notes later, “If you go into a well-curated place like. say, Gravel and Gold in San Francisco, it would take an anti-miracle to purchase something that wasn’t better and more interesting for my girlfriend than a sake set.” I suspect the answer is somewhere in-between.

Hi, I'm 
I was just thinking something kind of similar about Google’s new Boutiques.com. For someone with (very) specific taste, it’s really hard to get to a suggestion that doesn’t seem bland (or repulsive), even with all of the options they have at hand. Everything seemed really generic, even if it was expensively generic. Not sure if it’s related to the Gifts.com theory.
Actually, if they had used Hunch, I bet the results would have been better, as those questions are more specific. As it stands, boutiques.com just asks you what you like and hate, in general terms (shapes of tops and pants, designers, colors, etc), then gives you results. And I hated everything :)
Quick note: The link to the Atlantic is broken. Looks like a little line break sneaked in ;-)
Good points. Someone at work shared a link to Etsy’s Facebook integrated gift suggestion tool. I don’t think this uses Hunch. Simply connects a person’s interests to Etsy products that seem to be well tagged. This is way better than the gift.com+hunch tool.
http://www.etsy.com/gifts
Also, the Gift.com+Hunch – I don’t see how it makes any use of Facebook data apart from just getting a list of my Friends. It suggested a vintage newspaper men’s T shirt as a gift for you because you like “newspapers” :P http://www.etsy.com/listing/52054034/newspaper-tshirt-vintage-typography-tee?ref=gifts&ga_search_query=for%3A809124&ga_search_type=&ga_page=&order=&includes0=tags&includes1=title