OverEagerly.com

Say popular sites that we all visit, Google, Yahoo, popular messageboards, other search engines. When these sites initially start out do they use some average hosting site like Go Daddy, etc?

You can start small and use shared Hosting. If traffic becomes big, then you move to a dedicated server where only your site is in that box. Or you can buy your own box and host your site yourself if you are capable

Most of the big companies, in anticipation of traffic and the fact that they have investors and venture capital funds to back them up, buy and maintain their own servers. They will use some third party services such as Akamai for load balancing, but most of the sites you mentioned are tech oriented sites so they already have techies on board who can maintain and create their own servers and not use services such as Go Daddy

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