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Internet Advertising and the Generalized Second Price Auction: Selling Billions of Dollars Worth of Keywords

Michael Ostrovsky
Stanford Graduate School of Business; Stanford University - The Hoover Institution on War, Revolution and Peace

Benjamin G. Edelman
Harvard University - HBS Negotiations, Organizations and Markets Unit

Michael Schwarz
Yahoo! Research Labs; National Bureau of Economic Research (NBER)


November 2005

NBER Working Paper No. W11765

Abstract:     
We investigate the generalized second price auction (GSP), a new mechanism which is used by search engines to sell online advertising that most Internet users encounter daily. GSP is tailored to its unique environment, and neither the mechanism nor the environment have previously been studied in the mechanism design literature. Although GSP looks similar to the Vickrey-Clarke-Groves (VCG) mechanism, its properties are very different. In particular, unlike the VCG mechanism, GSP generally does not have an equilibrium in dominant strategies, and truth-telling is not an equilibrium of GSP. To analyze the properties of GSP in a dynamic environment, we describe the generalized English auction that corresponds to the GSP and show that it has a unique equilibrium. This is an ex post equilibrium that results in the same payoffs to all players as the dominant strategy equilibrium of VCG.

Working Paper Series

Date posted: February 08, 2006 ; Last revised: February 08, 2006

Suggested Citation

Ostrovsky, Michael, Schwarz, Michael and Edelman, Benjamin G., Internet Advertising and the Generalized Second Price Auction: Selling Billions of Dollars Worth of Keywords (November 2005). NBER Working Paper No. W11765. Available at SSRN: http://ssrn.com/abstract=847037


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Contact Information

Michael Schwarz (Contact Author)
Yahoo! Research Labs ( email )
Pasadena, CA 91103
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
Benjamin G. Edelman
Harvard University - HBS Negotiations, Organizations and Markets Unit ( email )
Soldiers Field
Boston, MA 02163
United States
HOME PAGE: http://people.hbs.edu/bedelman
Michael Ostrovsky
Stanford Graduate School of Business ( email )
518 Memorial Way
Stanford, CA 94305-5015
United States
650-724-7280 (Phone)
HOME PAGE: http://faculty-gsb.stanford.edu/ostrovsky/

Stanford University - The Hoover Institution on War, Revolution and Peace ( email )
Stanford, CA 94305-6010
United States
Feedback to SSRN (Beta)


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