I did a programmatic hosting survey of 300+ startups funded by Y Combinator just a few months ago. Of those, unless they're one of the 7-8 whose main site was being served entirely from a CDN, none are hosted on Microsoft Azure. Amazon EC2, Rackspace, Softlayer and Linode together hosted about 3/4 of the companies.
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http://trends.builtwith.com/cdn/Microsoft-Azure-Blob-Storage