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Stop Applying Cold: The 4 People to Message for Every Job (With Scripts)

By Job Fit Studio · · 6 min read

You found a job that fits. You hit apply. Then nothing.

An application on its own is one file in a pile. A short, personal message to the right person can lift it out of that pile. You don't need to message everyone at the company. You need two or three of the right people, a clear reason you fit, and the discipline to follow up once.

This guide covers who those people are, how to find them in a couple of minutes, and exactly what to say.

In this guide

  1. Before you message anyone: is the job real?
  2. #1 The recruiter
  3. #2 The hiring manager
  4. #3 A future teammate
  5. #4 An alum or mutual connection
  6. Search cheat sheet: find anyone with Google
  7. How to follow up
  8. The rules

Before you message anyone

Outreach takes time, so spend it on jobs that are actually hiring. Some postings are already filled, forgotten, or kept up as always-open "talent pool" ads. Before you write a single message, check three things:

  • How old is the posting? Most roles are filled or pulled within about two months.
  • Is it relisted? The same role showing up again and again under new links is a warning sign.
  • Is it on the company's own job board? If it's only on aggregators, be careful.

Also check your fit. If you match the core requirements, outreach helps. If you're missing most of them, a message won't fix that, and your time is better spent on a closer match.

Job Fit Studio does both checks for you. Paste a job link and it shows whether the job looks real and still open (with the evidence), plus a 0–100 fit score with the skills you have and the gaps to address. Try it free.


#1 The recruiter

Why: they own the pipeline. They decide which applications get a closer look and which get passed to the hiring manager.

When: the same day you apply.

How to find them:

  1. Open the company's LinkedIn page and go to the People tab.
  2. Search recruiter, talent or talent acquisition.
  3. Pick the one whose headline matches your team, function or region (for example "Technical Recruiter, Engineering" or "Talent Partner, Canada").

Script (connection note):

Hi [Name], I just applied for the [Role] role. I've [one result that matches the job]. Would love to be on your radar. Thanks!

Keep it short enough to fit in a LinkedIn connection note, even on a free account. One result beats a list of skills. "I cut checkout load time by 40%" says more than "experienced in React, performance and UX."


#2 The hiring manager

Why: they make the final call, and they feel the pain of the empty seat.

How to find them:

  1. Read the job post for clues: "reports to", "you'll join the [X] team", or the team name.
  2. On the company's People tab, search the team and level, like engineering manager payments or head of design.
  3. Look for someone who recently posted about hiring. That's often your person.

Script:

Hi [Name], I saw your team is hiring a [Role]. I've [solved a problem like theirs] and just applied. Open to a quick chat?

Lead with their problem, not your life story. If the post says they're "scaling the platform to new markets", mention the time you did something similar.


#3 A future teammate

Why: they know what the team is really like, and a friendly conversation often turns into an internal recommendation without you asking for one.

How to find them:

  1. On the People tab, search your exact job title (for example frontend engineer).
  2. Look for someone who posts on LinkedIn or has been there one to three years. They're usually the most open to chatting.

Script:

Hi [Name], I'm looking at the [Role] role on your team. What do you like most about working there? Would love your honest take.

Ask about the team, not the job. People enjoy talking about their work. If the conversation goes well, you can ask later whether they'd be comfortable passing your name along.


#4 An alum or mutual connection

Why: shared history makes people much more willing to help. This is your best shot at a referral.

How to find them:

  1. On the company's People tab, use the Where they studied filter and pick your school.
  2. Or look for 2nd-degree connections: people your connections already know. Ask your mutual connection for a quick intro.
  3. Former coworkers who moved to the company count too.

Script:

Hi [Name], fellow [School] grad here! I'm applying for [Role] at [Company]. Would you be open to referring me? Happy to send a short summary.

Make the referral easy. If they say yes, send:

  • the job link (and the job ID if there is one)
  • your resume
  • a two-line pitch they can paste into the referral form, like: "[Your name] has [X years] in [area] and recently [result]. Strong match for [Role] because [reason]."

Search cheat sheet

LinkedIn search has limits on free accounts. Google can find public LinkedIn profiles too. Paste these into Google and swap the bracketed parts:

WhoGoogle search
Recruitersite:linkedin.com/in "[Company]" "technical recruiter" "[City]"
Hiring managersite:linkedin.com/in "[Company]" "engineering manager" "[team]"
Teammatesite:linkedin.com/in "[Company]" "[your job title]"
Alumsite:linkedin.com/in "[Company]" "[Your School]"

Tips:

  • Put each phrase in quotes so Google matches it exactly.
  • Swap "engineering manager" for the function you're in: "product manager", "design manager", "marketing manager".
  • Add a city if the company is large, so you find people near the role.

How to follow up

No reply after five to seven days? Send one short follow-up on the same thread, then let it go.

Hi [Name], just floating this back up in case it got buried. Still really interested in the [Role] role. Thanks either way!

After an interview, send a thank-you within 24 hours:

Hi [Name], thanks for your time today. I really enjoyed hearing about [a project they mentioned]. It made me think of how I [did something similar], and I'd love to help with that on the team.

If two weeks pass with no reply, close the loop politely and move on to the next role.


The rules

Do

  • Message 2–3 people per job, not 10.
  • Personalize one line about them (a post, their team, a shared school).
  • Mention one result that matches the job.
  • Follow up once after 5–7 days.

Don't

  • Paste your whole resume into a DM.
  • Ask a stranger for a referral in your first line.
  • Send the same note to everyone.
  • Spend outreach on a job that doesn't look real.

Do it all in one place

Outreach works best on a short list of real, well-matched jobs, and it's easy to lose track of who you messaged and when to follow up.

Job Fit Studio helps with each step:

  • Fit score before you apply: a 0–100 score, the skills you have, and the gaps to address.
  • Job reality check: see whether a job looks real and still open, with the evidence.
  • Everything about a job on one page: the posting, your fit, the company, your pitch and your outreach messages, in tabs.
  • Find people to message: on each job, ready-made Google and LinkedIn searches for the recruiter, hiring manager, future teammate and alum. They open in your own browser; Job Fit Studio never sees the results.
  • Keep track of who you reached out to: add the people you find, mark when you messaged them, and set a reminder to follow up in a week. Their initials show on the job in your list and board.
  • Tailored pitch and outreach messages: know exactly what to say to each of them.
  • Application tracker: every job on one board, with notes and follow-up dates.
  • Chrome extension for LinkedIn: check your fit without leaving the job post. It never sends messages or applications for you.

It's free to start, with no credit card needed. Get started.