If their changes aren't visible, they will just assume a Witch! Unless it's a Turnskin with a heightened sense of smell, who might possibly be able to tell (or might not).

If they assume he's a Witch and he tells them he has no magical talent they'll just assume he's a human who flunked out of Witch school.