The compelling interest for state and federal governments would be to ensure a fair marketplace by prohibiting false advertising and deceptive practices. California is considering Assembly Bill 1251 (Banning “ghost” job postings) to deter “unfair competition” in the labor marketplace. <
https://calmatters.digitaldemocracy.org/bills/ca_202520260ab...>
Regarding First Amendment conflicts with commercial speech, the Supreme Court described its four-step analysis in Central Hudson Gas & Elec. v. Public Svc. Comm'n, 447 U.S. 557 (1980) (stating “For commercial speech to come within the First Amendment, it at least must concern lawful activity and not be misleading.”) Hence, the FTC Division of Advertising Practices (DAP) <https://www.ftc.gov/about-ftc/bureaus-offices/bureau-consume...> has survived legal scrutiny of its enforcement authority due to its compelling interest in fair public markets.
As the Congressional Research Service pointed out, FTC enforcement actions regarding ghost jobs would be difficult, since employer intent is not easily discoverable and consumer harm not easily quantifiable. On the other hand, “While employers generally do not have a legal duty to respond to job applicants, differing responses based on protected characteristics could violate Title VII of the Civil
Rights Act of 1964 or other employment laws.” page 2, <https://www.congress.gov/crs_external_products/IF/PDF/IF1297...>
For instance, if an employer used job postings to hire from certain countries or age groups, this would likely violate Title VII since national origin and age are protected classes under Title VII, eg Mobley v Workday (where plaintiffs argue the Workday job postings platform violated Title VII)
<https://www.pleasantonweekly.com/courts/2025/08/21/judge-ord...>