Frequency, thumb-stop rate and comment sentiment often warn earlier than cost metrics alone.
Waiting for CPL to explode is expensive. Watch frequency by ad set, early engagement drops and rising negative comments. Rotate hooks while keeping offer clarity consistent so learning resets stay intentional.
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