Is it a recruiting company, as it's main business is to recruit candidates ? Or was the core business something else and you were recruiting devs for it ?

I think it's always difficult to get the bigger picture of the dev market through candidates. Many (rightfully) handle their career moves by themselves and will directly apply to companies that fit them, heavily biasing the movement observed from the company or third party recruiters.