YouTube employees explained how external factors impacts YouTube's recommendations in a recent video series:
1. Topic interest - Potential audience size / volume of demand
2. Competition - How crowded is it?
3. Seasonality - Traffic throughout the year?
By working around these factors, you can perform better and get more views.
Check out the compiled strategies to address each of these factors here