Normally it does, but seldom are the stakes high enough to sue. The concept is called "detrimental reliance."

But it looks like she was already unemployed and the job was remote (so she didn't have to move). If it was at-will, and she hadn't done any work yet, there's probably not much there. Online embarassment is hard to value, unfortunately.