There's sites where you can pay for referrals or ask for them for free on Blind though. Most people accept randos on LinkedIn, so unsure how many refer you. The only people who've referred me on Linkedin are my previous co-workers.
Referring randos to be nice isn’t a thing any more at any company that has been paying attention.