Sometimes that online appointment system can be booked up for 2 months ahead and over. Get booked and keep looking for an earlier one if there should be any cancellations.
There is no chance of being seen at the Embassy in Manila without an appointment.
If you're having problems with the booking system, try another browser. If I remember correctly, my Chrome was not working with it so well. Try Internet Explorer and Mozila Firefox