That sounds strange until you see how recruitment scams actually work.

A scammer may not create a fake company domain first.

They may post a fake role on a real job board.

They may copy your real job description.

They may use a fake recruiter profile.

They may move candidates into email, chat, or a fake form only after trust has already been created.

So the domain is not always the first signal.

Sometimes it is not even the main signal.

The stronger signal is source trust.

Did this job come from the ATS?

Is the application URL approved?

Does the recruiter account look legitimate?

Do device, browser, network, and behavior signals suggest abuse?

CrossClassify adds this recruitment fraud layer on top of traditional monitoring.

I broke down why domain monitoring alone is not enough in the article linked below.

Read the full article in here.