This is analogous to the problem of spam, which is a problem about five minutes younger than email. Before spam you had to buy ads in the back pages of magazines you think target vulnerable demographics. Meta already spews fraudulent ads in horrific volume.

In other words, ambitious frauds have already explored all of the angles and bought all the ads. At worst, LLMs will create a few more successful but less ingenious frauds.