A referral from someone inside a company can move your application to the top of the pile. Alumni connections are one of the most underused ways to get that referral, and most people never bother to look them up properly.
Why Alumni Networks Actually Work
People feel a real pull toward helping someone from their old school or previous employer. It is not guaranteed, but a shared background gives you an instant, honest reason to reach out. You are not cold-messaging a stranger. You are contacting someone with something in common.
The tricky part is knowing:
- Who from your school or past job now works at a company you are targeting
- What they actually do there (so you can ask something specific)
- When they joined (recent arrivals are often the most willing to chat)
- Whether the company is hiring in your area
Digging all of that up manually takes hours every week. You have to check LinkedIn, news articles, company pages, and job boards, all separately, and then repeat it for every company on your list.
What to Research Before You Reach Out
Before you message anyone, gather a few basics. It makes the conversation far more natural.
Their role and team. Know what they work on. "I saw you're on the product team" shows you did five minutes of research. That matters.
Recent company news. If the company just launched something, mention it. It shows you care about the work, not just the job opening.
Whether they are actually hiring. Asking for a referral to a team with a hiring freeze wastes everyone's time. Check first.
How long they have been there. Someone who joined two months ago was recently a job seeker themselves. They are often happy to share what the interview process was like.
A Copy-Paste AIDular Prompt for Alumni Networking Research
You can set up a recurring research brief in AIDular to track all of this automatically. Here is an example prompt you can use or adapt:
"Every week, search for new job openings at Shopify, Notion, and Figma in product management. Also find any recent news about these three companies, including new product launches, funding, or layoffs. Send me a short summary with sources."
Set it to weekly, and AIDular searches the web and emails you a clean report. You go into every outreach message knowing exactly what is happening at the company right now.
You can add a second prompt for a specific contact if you want pre-conversation research:
"Find recent public activity from [company name]'s product team, including blog posts, press mentions, or job listings, from the last 30 days."
How to Actually Use What You Find
Once you have the research, the outreach message almost writes itself. Keep it short. Something like:
"Hi [Name], I noticed you moved to the product team at Notion about six months ago. I'm exploring a similar move and saw they're hiring a PM for the growth team. Would you be open to a 15-minute chat about what the culture is like?"
That is specific. It shows you looked. It asks for something small. It works far better than "I'd love to pick your brain."
Set It Up Once, Stay Ready Always
The biggest mistake job seekers make with networking is doing research only when they desperately need a job. By then it is too late to build real connections.
The smarter move is to stay lightly informed all the time. Know what your target companies are up to. Know when they start hiring. Know when someone from your school joins.
AIDular does that on a schedule, for free on its Lite plan. You tell it what to track at aidular.com, and it emails you a sourced report without you having to check anything manually. It is a small habit that puts you weeks ahead when you actually need to move fast.
Try it free and set up your first alumni networking research brief today.