Ah the old screwdriver trick. That’s usually my first port of call too! Do you try to turn it when it’s powered up? Is there a kickback when it spins up? I’ve always powered it down first, then give it a few spins with screwdriver and then it seems to go.
The AC pump on my last boat was exactly the same each spring.