Will companies in the talent recruitment market also have liar companies?

Yes, and a lot. Relevant institutions will only check the business license and tax registration certificate, but not the others. Many companies are registered in the industrial and commercial departments and come out to deceive people. However, not many people cheat job seekers. Most of them recruit you to cheat others, or don't recruit people at all, and advertise through recruitment.