Scaling pushes the system into less efficient inventory and broader audience. If your conversion loop is weak, CPA rises fast.
This issue is common among Meta advertisers and usually indicates a structural or optimization problem that can be resolved with the right approach. Understanding the mechanism behind the problem is the first step to fixing it.