Background: Physical activities in childhood are important. However, a lack of exercise among children and adolescents is becoming a global reality. Moreover, following the coronavirus disease 2019 pandemic, the increase in time spent at home has led to qualitative changes, such as at-home exercises and the use of YouTube content. This study aimed to conduct qualitative assessments of YouTube-based exercise education programs, such as video content and exercise education programs. Methods: A Python-based (version 3.11.6) video data crawl of YouTube using the keywords "children + exercise", "kid + exercise", "child + physical activity", and "kid + physical activity" was conducted on 27 November 2023. Duplicate, non-English, outdated (over 5 years old), short (<60 s) or long (>30 min) videos, and irrelevant content were excluded. Basic video characteristics, video popularity metrics, and qualitative analyses (m-DISCERN, GQS, i-CONTENT, CONTENT, CERT) were collected and assessed. Results: Of the 2936 retrieved videos, 126 were selected. Approximately 10% of the videos were uploaded by health professionals, and most videos covered aerobic and muscle-strengthening exercises. A qualitative analysis of the video content showed moderate to high quality, while only a few videos satisfied the criteria of an effective exercise program, especially in terms of "Type and timing of outcome assessment", "Qualified supervisor", "Patient eligibility", "Adherence to the exercise program", and "Dosage parameters (frequency, intensity, time)". In the correlation analysis of video content and exercise program quality, only a few items showed a statistically significant correlation. Conclusions: YouTube exercise-related educational content targeting children may be inadequate and is not correlated with video popularity. Although an overall weak to moderate correlation was observed between the quality evaluation of exercise education and video content, the use of video quality assessment tools to evaluate exercise program quality was insufficient.