This study systematically investigates how chronological age, clinical facial aging features, and perceived age are related in Chinese women aged 15–65 years. By combining expert grading, standardized facial photography, and non-expert age perception assessment, the authors establish a practical method for evaluating perceived age. The findings show that perceived age tends to be slightly older than chronological age and is strongly associated with visible aging features, especially nasolabial folds, marionette folds, facial contour laxity, uneven skin tone, and reduced radiance. This work provides a consumer-relevant tool for anti-aging product evaluation and targeted skincare development.