Clients are learning to spot AI-written social posts faster than most agencies built a process to prove a human is still in charge. This piece covers three exact client moments, a direct question, a slower approval, a client's own AI tool, with a concrete answer for each. It also defines what human oversight needs to mean in practice, not just in principle.