Do referrals matter for internships

I have been applying to a bunch of applications within hours of them coming out so far, but I also know I can referrals at some of these companies. But how much do referrals help for internships and should I try to get some.

For context I’m recruiting for:

PM, Banking/business analyst, and SWE roles