How do you network into a company when you don’t know anyone there?

Why does this work when you know nobody?

A 2022 study in Science ran randomized experiments on LinkedIn’s “People You May Know” feature across millions of users over five years. Moderately weak ties, people you share some connections with but do not know well, did more for job mobility than close friends did. You do not need an inner circle at the company. You need an acquaintance of an acquaintance.

That matters if you are the first in your family at this level. Your strong ties may not work where you want to go. Your weak ties can be built on purpose.

It confirmed at scale what the sociologist Mark Granovetter argued in “The Strength of Weak Ties” in 1973: new openings tend to arrive through people you know a little, not through your closest circle.

Step 1: Build the list

Take the target role from your career plan and list 15 companies that hire for it. For each one, search LinkedIn for people in or near that team, then filter three ways:

• Second-degree connections. Someone you know knows them.
• Alumni. Same school, same bootcamp, same program, same first employer.
• Shared affinity. Employee resource groups and professional associations for Black, Latino, first-generation or Bay Area professionals often list members publicly.

Pick one person per company. You now have 15 names, which is enough.

Step 2: Send one specific question

Generic asks get ignored. Specific ones get answered. Try this:

“Hi Dana, I saw you’ve been on the people operations team at Northwind for two years. I’m an HR generalist in Oakland looking at their HRBP openings. What does the team value most in the first six months? Happy to keep it to 15 minutes, or a two-line reply is great.”

The message works because it shows you did homework, it asks something only an insider can answer, and it gives them an easy way to say yes. Do not ask for a referral in the first message. Do not attach a resume.

Step 3: Follow up with what you did

After the call, send a thank-you within a day. Two to three weeks later, send a short note: “You mentioned the team is rebuilding onboarding. I reworked mine around that and applied Tuesday.” That follow-up is where a contact becomes a referral. People refer people they have watched act on their advice.

The math

Plan for most cold messages to go unanswered. If one in three gets a reply, fifteen messages produce four or five conversations. Four or five conversations usually produce one or two people willing to pass your name along. Send five a week and you will have referrals in motion within a month.

What do you say in the conversation?

• Open with them. Ask what they work on and what is changing on the team.
• Offer your one-line story. Role, strength, target. Keep it under 20 seconds.
• Ask what you should read or who else you should meet. The second name is often more useful than the first.
• End on time. Respecting 15 minutes gets you the next 15.

Why the system reads you last

Many employers fill a large share of roles through employee referrals. If your network does not reach inside, your application goes through the portal, where screening tools compare you to averages that may not fit you. That is the anomaly trap, and a referral is the most reliable way around it. Networking is not a personality trait. It is a process, and the process can be learned.

The best contacts eventually become mentors, and a few become sponsors. Here is the difference and why it matters.

McKinley holds a J.D. but is not a licensed attorney. Articles here are general information, not legal advice. For your specific situation, talk with an employment attorney.

Data current as of September 2026. Sources are linked where each figure appears.