A system combines individual estimates of the subjective appeal of web pages into a combined rating for each web page that can be used to rank web pages during a web search. In a gaming implementation, a web page recipient estimates the combined rating that other recipients of the web page have formulated. The recipient can be rewarded for accurately estimating the combined rating by receiving a subsequent web page that possesses a high rating.