This paper discusses the necessity and possibility of the library alliance to use the small data to carry out user service based on the user perspective. Combining the goals and data of the library alliance, the data framework, user model and user personality of the library alliance based on small data are constructed. The related issues of implementing small data in the library alliance are discussed and corresponding strategies are proposed. This study provides a reference for the library alliance to realize data sharing and precision services.