Agricultural commercialization in Ethiopia is important for economic growth. A study in Gog district found that factors like education, livestock ownership, training, and off-farm income affect smallholder farmers' market participation and commercialization intensity. To increase their success, farmers should receive more support from extension agents to improve their skills.