A mathematical model of comprehensive evaluation for the performance of web search engine by means of the unascertained set theory is set up. It determines the performance evaluation index classification weight of web search engine after using the AHP method and entropy value method. Finally, an illustrative example is also given to show reasonability and effectiveness of the proposed method.