Might have clicked a few over the years, but I buy very little outside of Ebay and Amazon. So other than maybe something like hosting services I'd have to say I haven't bought anything.
I'm more for going with word-of-mouth and research.
Example: We have a Linode VPS because of Matt's recommendation and some other customer reviews. :-)