Airline reservations systems: lessons from history
MIS Quarterly
Management Science
Code and Other Laws of Cyberspace
Code and Other Laws of Cyberspace
IEEE Annals of the History of Computing
Marketing Science
Economics of an Information Intermediary with Aggregation Benefits
Information Systems Research
INFORMS Journal on Computing
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Information gatekeepers, such as Internet search engines, travel experts, comparison shopping systems, credit raters, radio deejays, and movie critics, are an essential entry point for many information search and decision making tasks. They make recommendations on these tasks based on their expertise, but also frequently due to sponsorship by interested merchants. We develop and analyze a tractable model in which consumers may prefer or dislike the use of sponsored results in the recommendations, merchants' value for sponsorship increases with the gatekeeper's user base, and when there are negative externalities among merchants competing for consumers' attention. The optimal strategy strikes a balance between sponsorship revenues from merchants and user-based revenues. The gatekeeper may employ sponsored recommendations even when doing so is detrimental to users, or may not present enough sponsored results even when these improve the quality of recommendations. Product innovations or better domain expertise give the gatekeeper greater flexibility in using sponsored results.