Nur, M. and Oktavia , T. 2026. Analysis of Generative AI Chatbot in Improving Public Services: A Case Study on Program Indonesia Pintar (PIP) for Primary and Secondary Education. Attractive : Innovative Education Journal. 8, 2 (Jun. 2026), 315–325. DOI:https://doi.org/10.51278/aj.v8i2.2469.