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Hitting a CPA efficiency cliff at $500 to $1000 daily spend where doubling budget cuts efficiency but not volume is a very specific Meta scaling pattern. Whether it is a creative saturation problem, a TAM ceiling, or a backend LTV issue changes the solution completely. What does your cost per purchase look like at $500 versus $1000 and how long have you been at each spend level?
