I wonder whether any companies writer their ads in such a way that it could be construed as fraud, when it turns out to be entirely different.

Normally they probably get around with:

And any other duties, bla, bla, bla

So it's hard to see a shift in the onesidedness of the relationship

What about what they say on the interview? Verbal contracts are valid in some circumstances ... Record the interview ... :)