Given the significant global influence of the Common European Framework of Reference for Languages: Teaching, Learning, and Assessment (CEFR) on English language education, this study deals with aligning a university's academic reading tests to the CEFR. It aimed at validating the test construct of the academic reading tests in relation to the proficiency levels defined by the CEFR. The study employs two standard setting procedures outlined in the CEFR Manual: the Familiarization procedure and the Specification procedure, to explore the CEFR level of the academic reading tests as well as the prominent characteristics of the reading texts and the test items in terms of their level and key features. Three academic reading tests were randomly selected. The CEFR Content Analysis Grid for Reading was employed to characterize the content of test items and test tasks. The results indicated that 9 out of 18 reading texts were estimated to correspond to the B2 CEFR level. Texts estimated as B1 and C1 levels were evenly distributed, and none of the reading texts were classified as A1 or C2 levels. Moreover, the findings demonstrated a significant prevalence of B2 and B1 level items. Specifically, B2 items represented the largest proportion at 31.88%, closely followed by B1 items at 25.12%.