Brief (non-technical) history
Early keyword-based engines
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Altavista, Excite, Infoseek, Inktomi, ca. 1995-1997
Paid placement ranking:
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Goto.com (morphed into Overture.com -> Yahoo!)
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Your search ranking depended on how much you paid
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Auction for keywords: casino was expensive!