The 'snowball' effect is a side effect of two things: Social proof and exponential growth. Social proof means that people are more likely to watch your video when others seem to have liked it (because they see all the views and likes and comments). Exponential growth is when your subscribers and viewers share your videos with others, and then they share, etc.
Are you asking your viewers to like, subscribe, and comment below? That usually helps.