Communication intervention in early life can significantly impact long-term outcomes for young children with autism. Parents can be vital resources in the midst of the current manpower shortage. "Map4speech" is a new mobile application developed for parents of children with autism spectrum disorder. It is specially designed to provide high-quality, interactive learning, coupled with frequent feedback and live coaching to train parents in a naturalistic language intervention. A multiple-baseline single-case experimental design was conducted across three parent-child dyads. Results indicate that procedural integrity of parents' intervention techniques was above 85% during post-training intervention, and their respective children showed increases in spontaneous word/gesture use. The results show that mobile applications with feedback can be a promising means for improving efficiency and effectiveness in disseminating evidence-based practices for autism intervention.