Always prioritize removing tiles from upper layers first. This frees up more tiles and gives you more options.
Think several moves ahead. Consider which tiles will be freed by each move before making it.
Concentrate on finding and removing obvious matching pairs first to clear the board quickly.
Save hint features for when you're truly stuck. They can help you see possibilities you might have missed.