Cannot even get into China mainland from Seattle airport last time

I cannot get into China mainland last time when I want to visit Beijing because I though that we can apply visa in Beijing international airport. This time, I book to Shanghai > Hong Kong > Japan > then come back to Seattle and I hope that I can apply free transit in Shanghai. Do you think I can do that?