<\!DOCTYPE html> The Networking Playbook — Levered
← Back to Resources
Behavioral Series · Guide 09

The Networking Playbook

Cold email templates, LinkedIn outreach, informational interview scripts, and the follow-up sequence that actually works. Written for semi-target students who need to manufacture access.

Why Networking Hits Different at a Semi-Target

At Penn or Harvard, your alumni network is a warm pipeline. Partners at Blackstone were your TAs. You get referred before you even know a process is open. That's not cynicism — that's how it works, and pretending otherwise gets you nowhere.

At Indiana, Wisconsin, or Notre Dame, you don't have that default. The alumni network exists, but it's thinner at the funds that matter most. You don't get handed access — you build it. And the students who break in from semi-targets almost universally did one thing better than their peers: they networked more systematically and earlier than anyone else.

That's actually good news. Because if access is the gap, access is fixable. You can manufacture it through volume, research, and follow-through. This guide is the system.

The Networking Funnel

Set realistic expectations before you start. Here is how the math roughly works for a semi-target student targeting MM PE or credit:

Approximate Conversion Rates
StageCountNotes
Cold outreach sent60Mix of email and LinkedIn
Responses received20–25~35–40% response rate if done right
Calls completed12–15Some responders flake; that's fine
Meaningful connections4–6People who remember you positively
Warm referrals2–4They flag your resume or make an intro
Interview invitations1–2That's how the math works

One to two interviews from 60 outreaches is not a failure — it's the expected result. The mistake is doing 10 outreaches and wondering why nothing happened. This is a volume game with a quality floor. Quality without volume produces nothing. Volume without quality is spam.

Finding the Right People to Contact

Don't cold-email partners. Don't cold-email MDs. Target analysts and associates — people 2–4 years ahead of you who still remember what recruiting felt like and have the bandwidth to respond.

Where to Find Them

Cold Email Template #1: Student to Analyst / Associate

Keep it short. Four paragraphs max. No attachments. The goal is a 20-minute call, not a job.

Subject: [School] student — quick question about your path to [Firm]

Hi [First Name],

I'm a junior at [University] studying finance, currently recruiting for investment banking and longer-term for private equity. I came across your profile while researching [Firm] — I noticed you worked at [Bank] before making the move, which is a path I'm trying to understand better.

I have a couple of specific questions about how you thought about coverage group selection at [Bank] and how that shaped your PE recruiting process. I'd be grateful for 15–20 minutes of your time whenever convenient — happy to work around your schedule completely.

Thank you for considering it.

[Your Name]
[University] | Class of [Year]
[Phone] | [Email]

What makes this work: it's specific (you mentioned their bank, their path), it's brief, it asks for one concrete thing (a call, not a job), and it respects their time explicitly. What kills cold emails: vague flattery, paragraphs about yourself, asking for a resume review, or making them do work to respond.

Cold Email Template #2: Student to VP / Principal

Senior people get more inbound. The bar for relevance is higher. Show you've done real work before asking for their time.

Subject: [University] student — research on [Firm]'s industrials strategy

Hi [First Name],

I'm a junior at [University] interested in industrial and manufacturing buyouts. I've been following [Firm]'s recent activity — particularly your investment in [Portfolio Company] and the subsequent add-ons in [sub-sector]. The thesis around [specific angle — e.g., consolidating fragmented maintenance services] is something I've been thinking about independently.

I'd welcome the chance to hear how you think about sourcing in that space and what the competitive dynamics look like from a deal standpoint. I'm targeting roles in PE after banking and would value your perspective significantly.

Even 15 minutes would be enormously helpful. Thank you for any time you can spare.

[Your Name]
[University] | Class of [Year]
[Phone] | [Email]

You need to reference a real deal or real investment thesis. This takes 10 minutes of research and it signals that you're serious. A VP who gets 20 emails a week from students asking "to learn about PE" will respond to the one student who clearly researched them.

Cold Email Template #3: The Follow-Up After No Response

Send this exactly one week after the original. One follow-up only. Keep it brief — shorter than the original.

Subject: Re: [original subject line]

Hi [First Name],

Just wanted to follow up on my note from last week in case it got buried. Completely understand if timing is off — if a quick call ever works, I'd genuinely appreciate it. No pressure either way.

Thanks again,
[Your Name]

That's it. Do not send a third email unless they've responded and gone quiet mid-conversation. Two emails is your max for cold outreach. After that, move on — you have 59 other people to contact.

LinkedIn Connection Message Template

LinkedIn limits connection notes to 200 characters. Use them. A blank request looks lazy.

Hi [Name] — [University] junior targeting IB/PE. Researching [Firm]'s approach to [sector]. Would love to connect and learn from your path if you're open to it.

That's 178 characters. Specific, respectful, asks for nothing yet. Accept rate is materially higher than a blank request — roughly 50–60% vs. 30–35%.

What to Say on the Informational Call: The 5-Question Framework

You have 20 minutes. Don't waste them asking things Google could answer. Every question should signal that you've done research and that you're thinking about your career, not just checking a box.

Five Questions That Work
  1. Coverage group decision: "When you were choosing between groups at [Bank], was the decision driven by deal flow, exit opps, or something else? How would you make that call now knowing what you know?"
  2. PE recruiting timing: "You joined [Firm] about [X] months after starting at [Bank] — did you start recruiting earlier than that? What would you do differently on timing?"
  3. What differentiated your application: "For semi-target candidates specifically — what do you think made the difference in getting the offer? Was it modeling prep, network, the story?"
  4. Day-to-day reality: "What does the work actually look like at your level right now? I want to understand the texture of the job, not just the headline."
  5. Honest advice: "Given where I am — [school], targeting [type of role] — what would you focus on for the next six months if you were me?"

These questions work because they're personal (about their experience), specific (not generic), and demonstrate you've thought about your own situation. They create a real conversation, not an interview. And most importantly — people enjoy answering them.

The Follow-Up Sequence After a Good Call

This is where most students completely drop the ball. The call went well — and then nothing. You have a 48-hour window to cement the impression before they move on.

Subject: Thanks for the time — [one thing from the call]

Hi [First Name],

Thank you for taking the time today — I really appreciated your perspective on [specific thing they said, e.g., "why you chose leveraged finance over M&A"]. That reframed how I'm thinking about my group selection process.

I'm going to act on your suggestion to [specific thing they told you to do — e.g., "look at William Blair's consumer coverage group"]. If you're open to it, I'd love to check back in a few months and share how things are progressing.

Thanks again — I'll stay in touch.

[Your Name]

Subject: Quick update — [something relevant]

Hi [First Name],

Wanted to send a quick update since we last spoke. I took your advice on [X] and [outcome — e.g., "reached out to two people at Blair — one call led to a really useful conversation about their healthcare group"]. The recruiting timeline is starting to come into focus.

I also wanted to flag — I'm starting to look more seriously at [fund type] recruiting and would love to keep [Firm] on my radar if there's ever a right moment to reconnect.

Hope things are going well on your end.

[Your Name]

Tracking Your Network: The Simple System

When you have 50+ active contacts at different stages, you will lose threads. Build a simple tracker — a spreadsheet is fine — with these columns:

Networking Tracker Schema
FieldWhat to Track
NameFirst / Last
Firm + RoleCurrent position
SourceHow you found them (Alumni DB, LinkedIn, referral from [Name])
First Contact DateWhen you sent the first email
StatusSent / Responded / Call Scheduled / Call Done / Follow-Up Sent / Cold
Call Notes2–3 bullet points — what they said, what they told you to do
Next Action + DateWhat you owe them and when
Referrals GivenDid they refer you to anyone? Track the chain.

Review this weekly. Any contact in "Follow-Up Sent" for more than 6 weeks without a response moves to "Cold." Any contact with a "Next Action" date in the past is overdue — act on it today.

What Kills Networking

The Referral Move

At the end of every call — after you've had a real conversation and built some rapport — ask: "Is there anyone else you'd recommend I speak with, either at your firm or elsewhere?" Forty percent of the time, you get a name. Sometimes two. That name is worth five cold emails because it's warm, it's specific, and you can open with "So-and-so suggested I reach out." Build your network through your network, not just from scratch every time.