The solution to this is a simple state level regulation that any job posted have a unique ID, an expiry date and disposition reason. And make quarterly disposition reports available to the state. Boom !
Like how car ads at bargain prices require the vin to be shown on the ad. There really may only be one car at that price but at least this way you know it’s not completely fake.